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{"codes": ["31J84011", "31J88911", "31F12", "31H404"], "valid_json": true, "hf1": 0.05682656826568266, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(INTERIOR),24W5000"], "valid_json": true, "hf1": 0.17777777777777778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR),24J20A,\"], \"iconclass-codes\": [\"24A12A(INTERIOR),24W5000\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J4912", "515A211", "47L61", "747A305", "25F23"], "valid_json": true, "hf1": 0.22994964753272906, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J4912\", \"515A211\", \"47L61\", \"747A305\", \"25F23\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.08444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["43A04", "43C13", "43C32", "43F13", "48A672"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43A04\", \"43C13\", \"43C32\", \"43F13\", \"48A672\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.05277777777777778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B32\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D230(FORCED DIGGING)", "43A41", "43A51", "44F51(GREADER)", "44F62", "45D2", "48A84", "48A86", "48B45", "48C44", "71C3", "71C42"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230(FORCED DIGGING)\", \"43A41\", \"43A51\", \"44F51(GREADER)\", \"44F62\", \"45D2\", \"48A84\", \"48A86\", \"48B45\", \"48C44\", \"71C3\", \"71C42\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05320092975051615, "best_hf1": 0.22994964753272906, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGGING)", "121D230(FORCED DIGGING)", "15B20", "16G97", "24A12A(INTERIOR),24W5000", "25F23", "25G9818", "305B", "31A0231", "31A0272", "31A1002", "31A12", "31D11", "31F12", "31H404", "31J84011", "31J88911", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33B1", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "418A", "41A128", "41B32", "43A04", "43A41", "43A51", "43C13", "43C32", "43F13", "44F51(GREADER)", "44F62", "45D2", "47C1511", "47L61", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A672", "48A84", "48A86", "48A97002", "48B45", "48C44", "49J4912", "515A211", "53A", "59G14(GRUNGE FORM)", "63A05", "71C3", "71C42", "747A305", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 1, "gt_codes": ["31A235", "31A24(+1)", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.1468354430379747, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02"], "valid_json": true, "hf1": 0.13759717314487635, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02\"]}", "finish": "stop"}, {"codes": ["30J03011(SITUATED)(SITUATED)(VARIANT)"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J03011(SITUATED)(SITUATED)(VARIANT)\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30C009", "30C022"], "valid_json": true, "hf1": 0.1468354430379747, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30C009\", \"30C022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.27823986194995687, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.14546623794212218, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["30A162(AUTO PORTRAIT)(PORTRAIT)", "30A1623(AUTO PORTRAIT)", "30A164(PORTRAIT)"], "valid_json": true, "hf1": 0.14592750533049043, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A162(AUTO PORTRAIT)(PORTRAIT)\", \"30A1623(AUTO PORTRAIT)\", \"30A164(PORTRAIT)\"], \"explanation\": \"The image shows a woman, the artist or subject, as it depicts her life and profession (as well as that of her husband, Vanbraeck, though he's symmetrical and not pictured). She is seated at a desk, which is a common symbol for her work, and she holds a basket of fruit, again representing her life and life's work. The presence of the book and other items on the desk reinforces the theme of her life and profession. The painting is a study of her life and profession, and it highlights her personal attributes and everyday life.\", \"poem\": \"She is the artist, known for her skillful working in portraits and other types of art, and this painting captures her scene, both as an artist and as a woman. The desk and the basket of fruit are symbols of her work and portability, but also of her daily life. The painting reflects her life and profession, and it shows her as a woman and an artist.\"}", "finish": "stop"}, {"codes": ["30A181", "30E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.13208955223880603, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.3049180327868853, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.10740740740740744, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.059487179487179485, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.1679926672777269, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["31A18", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.2920136518771331, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12H3250", "12B159", "41D10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12H3250\", \"12B159\", \"41D10\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C4894", "25H5"], "valid_json": true, "hf1": 0.31563421828908556, "code_recall": 0.2, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C4894\", \"25H5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.15378458595088054, "best_hf1": 0.31563421828908556, "mean_code_recall": 0.0125, "distinct_sets": 16, "union_codes": ["11A16", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B159", "12B24", "12C4894", "12F52(DIGRESSIVE)", "12H3250", "15B20", "16G97", "20F93", "25H5", "305B", "30A129", "30A147", "30A162(AUTO PORTRAIT)(PORTRAIT)", "30A1623(AUTO PORTRAIT)", "30A164(PORTRAIT)", "30A181", "30C009", "30C022", "30C1511", "30E34", "30J03011(SITUATED)(SITUATED)(VARIANT)", "31A023", "31A051", "31A18", "31A235", "31B112", "31E12", "31F2", "31H24", "31H28", "31L17", "32A1002", "32A107", "32A12", "32A195", "32B107", "32B114", "32B15", "32I515", "33A4", "35B5", "38C30", "3B104", "3B113", "3B132", "41D10", "41K28", "42C40", "44E51", "47I34", "48A181", "48A43", "48A441", "48B16", "51F13", "51G6", "51M5", "53A02", "59A14011", "59A14411", "59C21111", "59C42", "6K15163", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0125, "code_recall@2": 0.025, "code_recall@4": 0.05, "code_recall@8": 0.1, "code_recall@16": 0.2, "union_code_recall": 0.2}, {"index": 2, "gt_codes": ["31A235", "31A2422", "41D222(CRAVAT)", "42F5(+0)", "48C5142", "61B(+54)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\","}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.07450980392156861, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.13513677811550154, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.19730061349693254, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["34A12A", "34A12B", "34C00", "34C03", "34C06", "35A00"], "valid_json": true, "hf1": 0.0778657487091222, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12A\", \"34A12B\", \"34C00\", \"34C03\", \"34C06\", \"35A00\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.08405797101449276, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31C172"], "valid_json": true, "hf1": 0.28663793103448276, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31C172\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0777570093457944, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A18", "31B9", "41A2", "15A211", "15A213", "15A205", "15A206"], "valid_json": true, "hf1": 0.21160349854227406, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31B9\", \"41A2\", \"15A211\", \"15A213\", \"15A205\", \"15A206\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.32232558139534884, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.07307692307692308, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.23473127753303963, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.07639686684073108, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGG)", "37B232", "37B248"], "valid_json": true, "hf1": 0.07139588100686499, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGG)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.33, "code_recall": 0.125, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14079974275206728, "best_hf1": 0.33, "mean_code_recall": 0.0078125, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGG)", "12B24", "15A205", "15A206", "15A211", "15A213", "15B20", "16G97", "1B104", "1B113", "20F9", "21D32", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A12", "31A18", "31A235", "31A26", "31B112", "31B9", "31C172", "31D16", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A4", "34A12A", "34A12B", "34A31", "34C00", "34C03", "34C06", "35A00", "35B5", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B232", "37B248", "38C30", "41A128", "41A2", "41K28", "42C40", "45E04", "45E22", "45G2", "47C1511", "48A125", "48A244", "51C45", "51F13", "51G6", "51M5", "59A14011", "59A14411", "59C21111", "59C42", "63A05", "6K15163", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0078125, "code_recall@2": 0.015625, "code_recall@4": 0.03125, "code_recall@8": 0.0625, "code_recall@16": 0.125, "union_code_recall": 0.125}, {"index": 3, "gt_codes": ["71P4121"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "59G45(MUTATION)", "63B13(ARCHAISM FROM ANTIQUITY)", "63B17(MYSTICISM FROM GOTHIC)", "63B21(EPCOTISED ONES)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2 SPECTATORS)\", \"59G45(MUTATION)\", \"63B13(ARCHAISM FROM ANTIQUITY)\", \"63B17(MYSTICISM FROM GOTHIC)\", \"63B21(EPCOTISED ONES)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E820", "45E8601", "45E6301"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E820\", \"45E8601\", \"45E6301\"]}", "finish": "stop"}, {"codes": ["24A12A(NUDE FEMALE FIGURE LUCRECE)", "24B1(DRAUGHTSMANSHIP)", "24C0(FINALWashing)", "24C0(February 1308)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(NUDE FEMALE FIGURE LUCRECE)\", \"24B1(DRAUGHTSMANSHIP)\", \"24C0(FINALWashing)\", \"24C0(February 1308)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E162", "11E167", "15N31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E162\", \"11E167\", \"15N31\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MIDI)", "41C149(LANGUAGE: LATE)", "41E102(SHIRT)", "55B25(DDRAWING: RURAL)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MIDI)\", \"41C149(LANGUAGE: LATE)\", \"41E102(SHIRT)\", \"55B25(DDRAWING: RURAL)\"]}", "finish": "stop"}, {"codes": ["48A2185", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0059375, "best_hf1": 0.095, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "15B20", "15N31", "163A05", "16G97", "1B104", "1B113", "21D25", "21D32", "22C32(BACKDROP OR SETTING)", "24A12A(NUDE FEMALE FIGURE LUCRECE)", "24B1(DRAUGHTSMANSHIP)", "24C0(FINALWashing)", "24C0(February 1308)", "25G98", "31A1002", "31A12", "31D11", "31D16", "31J84", "32A107", "32A195", "32B107", "32B114", "32B15", "33A17", "33B15", "33C30", "36A1621", "36D1", "36D2", "36D3", "36D6", "39A####(MIDI)", "41C149(LANGUAGE: LATE)", "41E102(SHIRT)", "44E51", "45E6301", "45E820", "45E84", "45E8601", "47I34", "48A125", "48A2151", "48A2152", "48A2153", "48A2185", "48A2211", "48A28", "48A433", "48C1511", "48C40", "5161", "5162", "55B25(DDRAWING: RURAL)", "59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "59G45(MUTATION)", "601A11", "63B13(ARCHAISM FROM ANTIQUITY)", "63B17(MYSTICISM FROM GOTHIC)", "63B21(EPCOTISED ONES)", "72A023", "72A051", "81A08", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, 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\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKER)", "25C22(BOP)", "15O13(FLOOR)", "15I34"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKER)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15I34\"], \"note\": \"This artwork appears to be a wood engraving or etching illustrating 'The Banker\u2019s Admonition\u2019. The main subject includes: - A banker standing at a doorway (left side). - A group of people with various gestures and positions, indicating interaction (group). - A building that resembles a bank, characterized by architectural details (building). - Stone figures or sculptures at the entrance (sculpture). - A scene set on a street or plaza with cobblestones (road).\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "21206", "44M4"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"21206\", \"44M4\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR INNER)\", \"24A33A(INTERIOR OUTER)\", \"24B32(INTERIOR OPENING)\", \"24B34(INTERIOR OPENING B)], \"24B37(INTERIOR OPENING D)], \"24B10(A HORSE)(PUBLIC AND PRIVATE TRANSITION)\", \"24B10(B DOORS)(PUBLIC AND PRIVATE TRANSITION)\", \"24B10(C STAIRS)], \"24B10(DATA STRUCTURE)(PUBLIC AND PRIVATE TRANSITION)\", \"40L84A(ARCHITECTURE USED AS PART OF ARTWORK)\", \"48A933A(ESCAPE(SPECIAL TOPIC)(INTERPRETATION))\", \"48A933B(ESCAPE(SPECIAL TOPIC)(INTERPRETATION))\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DOOR)", "39E25(DOORBETRADE),", "39J01"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DOOR)\", \"39E25(DOORBETRADE),\", \"39J01\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "40L165", "24J14", "14601"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L165\", \"24J14\", \"14601\"]}", "finish": "stop"}, {"codes": ["9B104(URBAN STREET)", "9B128(BLENDED DOORSHAFT)", "9B138(STAIR)", "11M52(PAYMENT)", "10A31(PATIENT)", "1L130(SICK ROOM)", "1L132(PATIENT)", "1L134(PARENT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(URBAN STREET)\", \"9B128(BLENDED DOORSHAFT)\", \"9B138(STAIR)\", \"11M52(PAYMENT)\", \"10A31(PATIENT)\", \"1L130(SICK 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"code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 5, "gt_codes": ["92C2", "92C4"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUPED FIGURES)", "59G49(Ritual)", "59J11(Etching, Drypoint, or Line-engraving)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES)\", \"59G49(Ritual)\", \"59J11(Etching, Drypoint, or Line-engraving)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03011(SERENISSIMA)", "31J04011(ZOELAND)", "31J04030(VENETIA)", "139D6023"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(SERENISSIMA)\", \"31J04011(ZOELAND)\", \"31J04030(VENETIA)\", \"139D6023\"]}", "finish": "stop"}, {"codes": ["24A12A(1700+)", "24A12A(BRUT], (A]", "24A12A(A(FINALW]]"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1700+)\", \"24A12A(BRUT], (A]\", \"24A12A(A(FINALW]]\"]}}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DREAM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DREAM)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, 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\"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MIDI)\", \"41C149(LANGUAGE: SCAR)\", \"41E102(SHIRT)\", \"55B25(DRESS)\", \"55CC47(HOSE)\", \"55DD14(SHOED)]\", \"55F571(DRESS)]\", \"66A225(BIBLOGPHY AND PREFERABLE SYMBOLERS\")]", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A238", "11A8", "11E18", "11H(FRANCIS)", "12B24", "12C489", "13A3701", "15B20", "16G97", "1B104(19THCENTILITY)", "23A45", "23E12", "23F93", "25E113", "25G118", "25G129(APPLE)", "25G168", "25G203(PEACH)", "25G204(APRICOT)", "25G205(BERRY)", "25G4(GREENARSHA CEE1)", "25G4(GREENARSHA CEE2)", "25G4(GREENARSHA CEE3)", "25G431(CABBAGE)", "25G582", "25G743", "25G9818", "25H290(ROSACONIFERAE)", "25H36", "25H413", "25J4912", "25L16", "26C7", "27A107", "31A0231", "31A0272", "31A235", "31D11", "31D12", "31F12", "31H40411", "31J84011", "31J88911", "32A19", "32C4", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C4", "34A31", "35B2", "35C7", "41A128", "48C1511", "515A211", "515F05", "515F17", "515K16", "52A9", "59G14(GRUNGE FORM)", "630E", "631A", "681C163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 8, "gt_codes": ["44B1"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\",\n \"10B113\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FULL FACE)", "59J11(EAR)", "59J21(THOUGHT)", "59J31(BEHAVIOUR)", "59K24(FRESSELIN GROSSE)", "59K26(EAR)", "59K27(LOOKING UP)", "59K65(GEMBE)", "59P21(EYE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FULL FACE)\", \"59J11(EAR)\", \"59J21(THOUGHT)\", \"59J31(BEHAVIOUR)\", \"59K24(FRESSELIN GROSSE)\", \"59K26(EAR)\", \"59K27(LOOKING UP)\", \"59K65(GEMBE)\", \"59P21(EYE)\"]}", "finish": "stop"}, {"codes": ["2B11", "31E5", "31H117", "523A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2B11\", \"31E5\", \"31H117\", \"523A\"]}", "finish": "stop"}, {"codes": ["31J03", "48E04"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"48E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["1HB39", "1E2", "1E53"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1HB39\", \"1E2\", \"1E53\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11H(FRANCIS)", "21E23", "48F20", "48G12", "48G408"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H(FRANCIS)\", \"21E23\", \"48F20\", \"48G12\", \"48G408\"]}", "finish": "stop"}, {"codes": ["33D2", "5E11", "9A241", "101C93", "33D1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"5E11\",\n \"9A241\",\n \"101C93\",\n \"33D1\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.028132440476190474, "best_hf1": 0.1425, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "101C93", "10D14", "11A218", "11E1515", "11E162", "11E167", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "1B104", "1B113", "1E2", "1E53", "1HB39", "20C33", "20F93", "21B10", "21D25", "21D32", "21E23", "24A12A", "24A26", "2B11", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31E5", "31H117", "31J03", "33A10", "33D1", "33D2", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A128", "48C1511", "48E04", "48F20", "48G12", "48G408", "5161", "5162", "523A", "55A13", "59G14(GRUNGE FORM)", "59G24(FULL FACE)", "59J11(EAR)", "59J21(THOUGHT)", "59J31(BEHAVIOUR)", "59K24(FRESSELIN GROSSE)", "59K26(EAR)", "59K27(LOOKING UP)", "59K65(GEMBE)", "59P21(EYE)", "5E11", "630E", "631A", "9A241"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 9, "gt_codes": ["31A2421", "31D15:61BB", "61B(+52)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10B117\", \"10B118\", \"10B119\", \"10B120\", \"10B121\", \"10B122\", \"10B123\", \"10B124\", \"10B125\", \"10B126\", \"10B127\", \"10B128\", \"10B129\", \"10B130\", \"10B131\", \"10B132\", \"10B133\", \"10B134\", \"10B135\", \"10B136\", \"10B137\", \"10B138\", \"10B139\", \"10B140\", \"10B141\", \"10B142\", \"10B143\", \"10B144\", \"10B145\", \"10B146\", \"10B147\", \"10B148\", \"10B149\", \"10B150\", \"10B151\", \"10B152\", \"10B153\", \"10B154\", \"10B155\", \"10B156\", \"10B157\", \"10B158\", \"10B159\", \"10B160\", \"10B161\", \"10B162\", \"10B163\", \"10B164\", \"10B165\", \"10B166\", \"10B167\", \"10B168\", \"10B169\", \"10B170\", \"10B171\", \"10B172\", \"10B173\", \"10B174\", \"10B175\", \"10B176\", \"10B177\", \"10B178\", \"10B179\", \"10B180\", \"10B181\", \"10B182\", \"10B183\", \"10B184\", \"10B185\", \"10B186\", \"10B187\", \"10B188\", \"10B189\", \"10B190\", \"10B191\", \"10B192\", \"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68E51637", "68A", "68C42", "68E24201", "68E73", "68E74", "68E75"], "valid_json": true, "hf1": 0.08903654485049833, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68E51637\", \"68A\", \"68C42\", \"68E24201\", \"68E73\", \"68E74\", \"68E75\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.13818181818181818, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u8096\u50cf\uff0c\u4e0d\u662f\u8eab\u4efd\u8096\u50cf\u3002\u56fe\u7247\u4e2d\u7684\u4eba\u7269\u662f\u4e00\u4f4d\u5973\u6027\uff0c\u8fd9\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u793e\u4f1a\u8eab\u4efd\u62a4\u7406\u8096\u50cf\u3002\"", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.3359124087591241, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16.1.1", "25E9553"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1.1\", \"25E9553\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.2923076923076923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITAL FILE)", "22C3250", "22C8590####"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL FILE)\", \"22C3250\", \"22C8590####\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C589"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C589\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07840240400619582, "best_hf1": 0.3359124087591241, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C589", "12F52(DIGITAL FILE)", "15B20", "16.1.1", "1B104", "1B113", "20F93", "22C3250", "22C8590####", "24A12A", "24A26", "25E9553", "28D32", "2E198", "2E199", "31A0231", "31A0272", "31D11", "31J03", "32A107", "32B107", "32B114", "32B128", "32B15", "33A10", "33A12", "33B1", "34A31", "41A128", "41B1", "41B3", "45E04", "45E22", "45E246", "47C1511", "51613", "59C21113", "59G14011", "59P40407", "630E", "631A", "68A", "68C42", "68E24201", "68E51637", "68E73", "68E74", "68E75", "73A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 10, "gt_codes": 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\"12F52J(Polder)**, \"12F52K(Profit)**, \"12F52L(Scribe)**, \"12F52M(Polder)**, \"12F52N(Profit)**, \"12F52O(Scribe)**, \"12F52P(Polder)**, \"12F52Q(Profit)**, \"12F52R(Scribe)**, \"12F52S(Polder)**, \"12F52T(Profit)**, \"12F52U(Scribe)**, \"12F52V(Polder)**, \"12F52W(Profit)**, \"12F52X(Scribe)**, \"12F52Y(Polder)**, \"12F52Z(Profit)**, \"12F52A(Scribe)**, \"12F52B(Polder)**, \"12F52C(Profit)**, \"12F52D(Scribe)**, \"12", "finish": "length"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24(FRES)", "12B27(FRES)", "14G41", "15B14(BANK MAT)", "15B20", "16G97", "1B104", "1B113", "21D25", "21D32", "23F9", "24A12A", "24A26", "24J24", "25C22(BOPPY)", "2E198", "2E199", "31D11", "32A107", "32A195", "32B107", "32J03", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "37B15", "37B16", "40L115", "418A", "44E51", "45E04", "45E22", "45E246", "45E406", "45E512", "47C1511", "47I34", "48A244", "50B3", "5161", "5162", "51C45", "53L42", "53L44", "56K15(TOM)", "59G14(GROUP)", "73A", "92L42", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 12, "gt_codes": ["31A24(+1)", "31D15:61BB", "41D225", "41D2661", "41D2662", "46A122", "61B(+53)"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.0863330125120308, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21641\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.08264900662251656, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.2263722397476341, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5"], "valid_json": true, "hf1": 0.08444444444444443, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.16874708171206226, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.08666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["30A181", "30E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.0804982206405694, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.3384777271132936, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A43", "31B15", "31B2", "31B26"], "valid_json": true, "hf1": 0.1902290076335878, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A43\", \"31B15\", \"31B2\", \"31B26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.19521700620017715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05131578947368421, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12F52(BACKDROP OR LIGHT PANEL)", "19A####(PORTRAIT IN STINT, ENGRAVING AFTER PAINTING)", "11E####(PORTRAIT BOOK)", "25G4(HEADGEAR LARGE RUFF)", "19815(BLAZON)", "2604"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12F52(BACKDROP OR LIGHT PANEL)\", \"19A####(PORTRAIT IN STINT, ENGRAVING AFTER PAINTING)\", \"11E####(PORTRAIT BOOK)\", \"25G4(HEADGEAR LARGE RUFF)\", \"19815(BLAZON)\", \"2604\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.25600000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11531635216869254, "best_hf1": 0.3384777271132936, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E####(PORTRAIT BOOK)", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(BACKDROP OR LIGHT PANEL)", "12F52(DIGRESSIVE)", "13A3", "15B20", "16G97", "16G99", "19815(BLAZON)", "19A####(PORTRAIT IN STINT, ENGRAVING AFTER PAINTING)", "1B104", "1B113", "20F9", "21D25", "21D32", "25G4(HEADGEAR LARGE RUFF)", "2604", "305B", "30A12A", "30A12B", "30A12C", "30A181", "30B3", "30B4", "30B5", "30C1511", "30E34", "31A0231", "31A0272", "31A235", "31A43", "31B15", "31B2", "31B26", "31D11", "31H24", "31H28", "31J03", "31L17", "32A1002", "32A107", "32A12", "32B107", "32B114", "32B15", "32I515", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A128", "45E04", "45E22", "45E246", "45E406", "45E512", "48A125", "48A244", "5161", "5162", "51C45", "53A", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 13, "gt_codes": ["49D22(+0):13C222:49D36", "49E39", "5(+3)"], "greedy": {"codes": ["20B11", "20B11", "20B11", "20B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B11\", \"20B11\", \"20B11\"]}"}, "samples": [{"codes": ["59G14(Germanic-Orthodox)", "40497", "59C21113", "683C163", "33C4", "59C42", "12B24"], "valid_json": true, "hf1": 0.1410869565217391, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-Orthodox)\", \"40497\", \"59C21113\", \"683C163\", \"33C4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"90C1A(BOOK,ANCIENT)\", \"90C1W(Book,manuscript,medieval),\"17H(Georgia,land of),\"90C100501\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual evidence of the artwork, here are the most relevant Iconclass notation codes, ranked by confidence:\n\nThe artwork depicts a single page from what appears to be an old religious or biblical text. The page contains dense lines of text (in what looks like German, specifically \"Jesajahacher\"), structured into paragraphs and columns, along with a Latin heading and a decorative Initial letter \"I\". The primary graphical element is an illustration of the Star of David (Magen David), revealing a smaller triangle and circle within it, which is a hallmarks of Kabbalistic diagrams and Jewish mysticism.\n\nTherefore, the following codes are the most relevant:\n\n* **Primary Subject (The Star of David/Magen David):** This is the central graphic. The specific internal geometry suggests a mystical or kabbalistic symbol.\n* **Genre (Biblical text):** The layout and style of the text are typical for printed biblical books.\n* **Provenance (Religious book):** The nature of the content is indisputably religious.\n* **Medium (Printed page):** This is a printed page, likely from a book.", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A16", "33A37", "33B2", "33F33", "33F63"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A16\", \"33A37\", \"33B2\", \"33F33\", \"33F63\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19101)", "1B113(191161)", "1B126(191261)", "1B120(SETEHEMED)", "1B121(FIVE SEPOINTED STAR)", "1B126(SIXSEIGHTS)", "1B135(19141)", "73D"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19101)\", \"1B113(191161)\", \"1B126(191261)\", \"1B120(SETEHEMED)\", \"1B121(FIVE SEPOINTED STAR)\", \"1B126(SIXSEIGHTS)\", \"1B135(19141)\", \"73D\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.018770315734989648, "best_hf1": 0.1410869565217391, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05S31", "11A218", "11E1515", "11E162", "11E167", "11E18", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12F52(DIGRESSIVE)", "15B20", "16G97", "1B104(19101)", "1B113(191161)", "1B120(SETEHEMED)", "1B121(FIVE SEPOINTED STAR)", "1B126(191261)", "1B126(SIXSEIGHTS)", "1B135(19141)", "22A107", "22B159", "22C3250", "23E12", "23F9", "25G98", "25G99", "26C7", "31A0231", "31A0272", "31A235", "31D11", "31J8401", "31J8402", "31J8412", "32A19", "33A10", "33A100", "33A102", "33A12", "33A16", "33A26", "33A37", "33B1", "33B2", "33C4", "33F33", "33F63", "34A31", "35B2", "35C7", "40497", "41A128", "51C45", "52A9", "59C21113", "59C42", "59G14(Germanic-Orthodox)", "630E", "631A", "683C163", "73A", "73D"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 14, "gt_codes": ["48A9876(+744)", "48A9861", "48A98211", "48A98333", "31AA2321", "31A2321", "48A9854", "11G1911"], "greedy": {"codes": ["25E01", "25E01", "25E01", "25E01"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25E01\", \"25E01\", \"25E01\", \"25E01\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "25E113", "681C163", "33C4", "31D12", "12B24"], "valid_json": true, "hf1": 0.11343283582089551, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"25E113\", \"681C163\", \"33C4\", \"31D12\", \"12B24\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", 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The detailed study is of a plant, a CLOTH OF GOLDEN flowers, not Hay Skid or a Penicillinum lac pageTitle. It\u2019s an accurate drawing for scientific information and identification. All other interpretations are clearly wrong.\"}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["25G42(CENTAUREA SPECiosa)", "25G424(AKA)", "25G43(CENTRAUHUMA)", "25G431(AKA)"], "valid_json": true, "hf1": 0.76, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G42(CENTAUREA SPECiosa)\", \"25G424(AKA)\", \"25G43(CENTRAUHUMA)\", \"25G431(AKA)\"]}", "finish": "stop"}, {"codes": ["25G54(SEGO facimus)", "25G54(versicolor)", "2513(PLANT)", "2521(DENSITY)", "901(HERB)", "9011(PLANT)", "25024(HERB DREWING)"], "valid_json": true, "hf1": 0.41914421553090325, "code_recall": 0.0, "code_precision": 0.0, "exact": 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"finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "215B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"215B\", \"53A\"]}", "finish": "stop"}, {"codes": ["11J03", "11E04", "19V22", "22G2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03\", \"11E04\", \"19V22\", \"22G2\"]}", "finish": "stop"}, {"codes": ["25A12A", "25A12B", "25A12C", "25B3", "25B4", "25B5", "25B6", "25B7", "25B9", "25B10", "25B11", "25B12", "25B13", "25B14", "25B15", "25B16", "25B17", "25B18", "25B19", "25B20", "25B21", "25B22", "25B23", "25B24", "25B25", "25B26", "25B27", "25B28", "25B29", "25B30", "25B31", "25B32", "25B33", "25B34", "25B35", "25B36", "25B37", "25B38", "25B39", "25B40", "25B41", "25B42", "25B43", "25B44", "25B45", "25B46", "25B47", "25B48", "25B49", "25B50", "25B51", "25B52", "25B53", "25B54", "25B55", "25B56", "25B57", "25B58", "25B59", "25B60", "25B61", "25B62", "25B63", "25B64", "25B65", "25B66", "25B67", "25B68", "25B69", "25B70", "25B71", "25B72", "25B73", "25B74", "25B75", "25B76", "25B77", "25B78", "25B79", "25B80", "25B81", "25B82", "25B83", "25B84", "25B85", "25B86", "25B87", "25B88", "25B89", "25B90", "25B91", "25B92", "25B93", "25B94", "25B95", "25B96", "25B97", "25B98", "25B99", "25B100"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25A12A\", \"25A12B\", \"25A12C\", \"25B3\", \"25B4\", \"25B5\", \"25B6\", \"25B7\", \"25B9\", \"25B10\", \"25B11\", \"25B12\", \"25B13\", \"25B14\", \"25B15\", \"25B16\", \"25B17\", \"25B18\", \"25B19\", \"25B20\", \"25B21\", \"25B22\", \"25B23\", \"25B24\", \"25B25\", \"25B26\", \"25B27\", \"25B28\", \"25B29\", \"25B30\", \"25B31\", \"25B32\", \"25B33\", \"25B34\", \"25B35\", \"25B36\", \"25B37\", \"25B38\", \"25B39\", \"25B40\", \"25B41\", \"25B42\", \"25B43\", \"25B44\", \"25B45\", \"25B46\", \"25B47\", \"25B48\", \"25B49\", \"25B50\", \"25B51\", \"25B52\", \"25B53\", \"25B54\", \"25B55\", \"25B56\", \"25B57\", \"25B58\", \"25B59\", \"25B60\", \"25B61\", \"25B62\", \"25B63\", \"25B64\", \"25B65\", \"25B66\", \"25B67\", \"25B68\", \"25B69\", \"25B70\", \"25B71\", \"25B72\", \"25B73\", \"25B74\", \"25B75\", \"25B76\", \"25B77\", \"25B78\", \"25B79\", \"25B80\", \"25B81\", \"25B82\", \"25B83\", \"25B84\", \"25B85\", \"25B86\", \"25B87\", \"25B88\", \"25B89\", \"25B90\", \"25B91\", \"25B92\", \"25B93\", \"25B94\", \"25B95\", \"25B96\", \"25B97\", \"25B98\", \"25B99\", \"25B100\"]}", "finish": "stop"}, {"codes": ["21E118", "21H74"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21E118\", \"21H74\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u53e4\u5370\u672c\u5370\u5237\u9875\u9762\u7684\u7167\u7247\uff0c\u663e\u793a\u4e86\u5178\u578b\u7684\u9ed1\u8272\u54e5\u7279\u5f0f\u5b57\u4f53\u548c\u88c5\u9970\u6027\u9996\u5b57\u6bcd\u3002\"", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["21A023", "21A051", "21A433", "21A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A023\", \"21A051\", \"21A433\", \"21A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "25F23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"25F23\"]}", "finish": "stop"}, {"codes": ["12F52(DIGIT)", "37B232"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGIT)\", \"37B232\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C4\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11A218", "11E04", "11E1515", "11E162", "11E167", "11E18", "11H(FRANCIS)", "11J03", "12F52(DIGIT)", "13A3", "15B20", "16D04", "16G17", "16G19", "18A10", "19V22", "1B104", "1B113", "215B", "21A023", "21A051", "21A433", "21A438", "21D32", "21E118", "21H74", "22A107", "22B107", "22B114", "22B15", "22G2", "23E12", "23F9", "25A12A", "25A12B", "25A12C", "25B10", "25B100", "25B11", "25B12", "25B13", "25B14", "25B15", "25B16", "25B17", "25B18", "25B19", "25B20", "25B21", "25B22", "25B23", "25B24", "25B25", "25B26", "25B27", "25B28", "25B29", "25B3", "25B30", "25B31", "25B32", "25B33", "25B34", "25B35", "25B36", "25B37", "25B38", "25B39", "25B4", "25B40", "25B41", "25B42", "25B43", "25B44", "25B45", "25B46", "25B47", "25B48", "25B49", "25B5", "25B50", "25B51", "25B52", "25B53", "25B54", "25B55", "25B56", "25B57", "25B58", "25B59", "25B6", "25B60", "25B61", "25B62", "25B63", "25B64", "25B65", "25B66", "25B67", "25B68", "25B69", "25B7", "25B70", "25B71", "25B72", "25B73", "25B74", "25B75", "25B76", "25B77", "25B78", "25B79", "25B80", "25B81", "25B82", "25B83", "25B84", "25B85", "25B86", "25B87", "25B88", "25B89", "25B9", "25B90", "25B91", "25B92", "25B93", "25B94", "25B95", "25B96", "25B97", "25B98", "25B99", "25C1511", "25F23", "25G18", "25G93", "29G14(GRUNGE DEVISE)", "29G14(GRUNGE FORM)", "29G14(GRUNGE INITIAL)", "31D11", "33A10", "33A12", "33B1", "37B232", "51613", "51C4", "53A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 19, "gt_codes": ["25F3", "31D12", "31D13", "41A1", "41A77", "43C114", "45C15(ARROW)", "45C15(BOW)", "46C13141", "46C1463"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.08142857142857145, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["11J03011", "11J03012", "11F12", "31H404"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03011\", \"11J03012\", \"11F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(APPLICATION)", "24A16A(FRESCO)", "24A18A(TAFFETA)", "24A22A(TRAME HOLOGRAFIKA)", "25F03", "25F09"], "valid_json": true, "hf1": 0.09661016949152541, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APPLICATION)\", \"24A16A(FRESCO)\", \"24A18A(TAFFETA)\", \"24A22A(TRAME HOLOGRAFIKA)\", \"25F03\", \"25F09\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.11452991452991454, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.13276595744680852, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DWARF)", "39E25"], "valid_json": true, "hf1": 0.06638297872340426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DWARF)\", \"39E25\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J4912", "515A211", "47L61", "73A230"], "valid_json": true, "hf1": 0.1649546827794562, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J4912\", \"515A211\", \"47L61\", \"73A230\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.02375, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.06439024390243903, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.19435582822085892, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.08011958146487294, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "49A185"], "valid_json": true, "hf1": 0.07282608695652175, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FORCED)\", \"121D241(UNHOLY)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["11A218", "23F93", "12C489", "23A45"], "valid_json": true, "hf1": 0.03166666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07551407037846776, "best_hf1": 0.19435582822085892, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E18", "11F12", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "11J03011", "11J03012", "121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "12C489", "15B20", "16D04", "16G97", "18A10", "1B104", "1B113", "23A45", "23F93", "24A12A(APPLICATION)", "24A16A(FRESCO)", "24A18A(TAFFETA)", "24A22A(TRAME HOLOGRAFIKA)", "25F03", "25F09", "25G9818", "27A107", "28D32", "31A1002", "31A12", "31D11", "31H404", "32A19", "32A23", "32B15", "32C2", "32C26", "33B1", "35B2", "35C7", "36A06211", "37J", "37L", "37P33", "39B03(DWARF)", "39E25", "47C1511", "47L61", "48A1", "48B3", "49A185", "49J4912", "515A211", "51F13", "51G6", "51M5", "52A9", "59G14(GRUNGE FORM)", "72A023", "72A051", "72A433", "72A438", "73A", "73A230"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 20, "gt_codes": ["71T551"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G30(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G30(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V220", "212M63"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\", \"30B6\", \"30B7\", \"30B9\", \"30B10\", \"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"", "finish": "length"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u7d20\u63cf\u4f5c\u54c1\uff0c\u63cf\u7ed8\u4e86\u4e00\u4e2a\u5b97\u6559\u573a\u666f\u3002\u753b\u9762\u4e2d\uff0c\u8036\u7a23\u88ab\u9489\u5728\u5341\u5b57\u67b6\u4e0a\uff0c\u5929\u4f7f\u7ad9\u5728\u4ed6\u65c1\u8fb9\uff0c\u4e0b\u65b9\u662f\u4e00\u4e2a\u6b7b\u53bb\u7684\u4eba\uff08\u53ef\u80fd\u662f\u7ea6\u7ff0\u6216\u5415\u5361\uff09\uff0c\u80cc\u666f\u662f\u706b\u7130\u4e91\u70df\u3002\u6574\u4f53\u6784\u56fe\u548c\u4eba\u7269\u5b89\u6392\u8868\u660e\u5176\u4e0e\u5b97\u6559\u4e3b\u9898\u5bc6\u5207\u76f8\u5173\u3002\u7531\u4e8e\u7d20\u63cf\u6280\u6cd5\u660e\u663e\uff0c\u5b83\u5c5e\u4e8e\u4e00\u79cd\u827a\u672f\u8868\u73b0\u624b\u6cd5\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["9200231", "116M1724", "48D14601"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9200231\", \"116M1724\", \"48D14601\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(CHRIST THE FAIRY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(CHRIST THE FAIRY)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232(STULE, NOOD)", "159A####(MUG)", "21C149(LITTLE CHILD)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232(STULE, NOOD)\", \"159A####(MUG)\", \"21C149(LITTLE CHILD)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C589", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C589\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.00475, "best_hf1": 0.076, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "10720", "116M1724", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "12C589", "159A####(MUG)", "16G97", "20A45", "20F93", "212M63", "21C149(LITTLE CHILD)", "2E198", "2E199", "305B", "31A1002", "31A12", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33B1", "37B232(STULE, NOOD)", "45E04", "47C1511", "48A125", "48D14601", "53A", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G30(GRUNGE FORM)", "73A", "89V220", "9200231", "9B104", "9B113", "9B113(CHRIST THE FAIRY)", "9B132"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 21, "gt_codes": ["25F24(DEER)(+45)", "25F24(DEER)(+621)", "25G3", "25G4(DICTAMNUS)", "25H114", "31A2351", "31A25552", "31EE23461", "33C971", "45C15(ARROW)", "45C15(BOW)", "45C23", "54AA7(+4)", "56BB1(+4)", "56F2(+4)", "92D16", "92D18(ARROW)", "92D18(BOW)", "92D18(QUIVER)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.05375854214123008, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.10838575872796406, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.12067039106145251, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A26A(PORE)", "90C1A(ETUDE DE DESSIN)", "90W519"], "valid_json": true, "hf1": 0.1261133786848073, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A26A(PORE)\", \"90C1A(ETUDE DE DESSIN)\", \"90W519\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.10247191011235955, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.1583663943990665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.20802107728337238, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.17096315449256627, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(21STC)", "13A168"], "valid_json": true, "hf1": 0.064, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(21STC)\", \"13A168\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.056296296296296296, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.07383444338725025, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.03081081081081081, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.07276967930029155, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.09017341040462427, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08978970294388074, "best_hf1": 0.20802107728337238, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "13A168", "15A13", "16G97", "20C33", "21B10", "22B159", "22C3250", "23F9", "24A12A(LOCKS)", "24A26A(PORE)", "25G98", "25G99", "31A1002", "31A12", "31A235", "31A25", "31A72", "31A77", "31A89", "31A96", "31D16", "31J8401", "31J8402", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "48A125", "48C1511", "51C45", "59G14(GRUNGE FORM)", "73A244", "90C1A(ETUDE DE DESSIN)", "90W519", "9B104(19THC)", "9B284(21STC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 22, "gt_codes": ["41A3311", "41A721", "42G:61B2(...)13", "47I4222"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10B117\", \"10B118\", \"10B119\", \"10B120\", \"10B121\", \"10B122\", \"10B123\", \"10B124\", \"10B125\", \"10B126\", \"10B127\", \"10B128\", \"10B129\", \"10B130\", \"10B131\", \"10B132\", \"10B133\", \"10B134\", \"10B135\", \"10B136\", \"10B137\", \"10B138\", \"10B139\", \"10B140\", \"10B141\", \"10B142\", \"10B143\", \"10B144\", \"10B145\", \"10B146\", \"10B147\", \"10B148\", \"10B149\", \"10B150\", \"10B151\", \"10B152\", \"10B153\", \"10B154\", \"10B155\", \"10B156\", \"10B157\", \"10B158\", \"10B159\", \"10B160\", \"10B161\", \"10B162\", \"10B163\", \"10B164\", \"10B165\", \"10B166\", \"10B167\", \"10B168\", \"10B169\", \"10B170\", \"10B171\", \"10B172\", \"10B173\", \"10B174\", \"10B175\", \"10B176\", \"10B177\", \"10B178\", \"10B179\", \"10B180\", \"10B181\", \"10B182\", \"10B183\", \"10B184\", \"10B185\", \"10B186\", \"10B187\", \"10B188\", \"10B189\", \"10B190\", \"10B191\", \"10B192\", \"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(PART OF FAMILY)", "15C211(Flesh)", "15D51(Typically With METAMORPHOSIS)", "15D52(GENUS EFFECT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(PART OF FAMILY)\", \"15C211(Flesh)\", \"15D51(Typically With METAMORPHOSIS)\", \"15D52(GENUS EFFECT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M63"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "28A260"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"28A260\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.2202247191011236, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DRESS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DRESS)\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.15897435897435896, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L301", "38A8", "38A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L301\", \"38A8\", \"38A9\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.15724137931034485, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D250(FORCED)", "121D241(HESITATE)", "121D245(LATER)", "11C02(SHIRT)", "11C05(DRESS)", "11CC4738(OVERDRESS)", "15F304"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D250(FORCED)\", \"121D241(HESITATE)\", \"121D245(LATER)\", \"11C02(SHIRT)\", \"11C05(DRESS)\", \"11CC4738(OVERDRESS)\", \"15F304\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.038277528586614214, "best_hf1": 0.2202247191011236, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10D14", "11A1", "11A16", "11A218", "11C02(SHIRT)", "11C05(DRESS)", "11CC4738(OVERDRESS)", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D241(HESITATE)", "121D245(LATER)", "121D250(FORCED)", "12C489", "15B14(PART OF FAMILY)", "15B20", "15C211(Flesh)", "15D51(Typically With METAMORPHOSIS)", "15D52(GENUS EFFECT)", "15F304", "16G97", "19B220", "1B104", "1B113", "20A45", "20F93", "212M63", "21A15", "21D25", "21D32", "24A12A", "28A260", "31A0231", "31A0272", "31A1002", "31A12", "31A181", "31A184", "31B112", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "34A31", "35B5", "36A06211", "37J", "37L", "37P33", "38A8", "38A9", "38L301", "39B03(DRESS)", "41A128", "41B1", "41B3", "45E04", "47C1511", "5161", "5162", "59G14(GROUP)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, 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"valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.24247619047619046, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.13000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DRESS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DRESS)\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.2590909090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.3764530386740331, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", 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"326B", "32A1002", "32A107", "32A12", "32A19", "32A43", "32B107", "32B114", "32B15", "32C1511", "32C2", "32C26", "32H18", "32L17", "33D2", "34A31", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "38C30", "411A8", "41A128", "41B1", "41B3", "41J14", "42A41", "45E04", "45E22", "45E24", "45F04", "48A244", "5161", "5162", "51C45", "53A", "59F23(CANDLE)", "59G14(GROUPED FIGURES PORTRAYED)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.010416666666666666, "code_recall@2": 0.020833333333333332, "code_recall@4": 0.041666666666666664, "code_recall@8": 0.08333333333333333, "code_recall@16": 0.16666666666666666, "union_code_recall": 0.16666666666666666}, {"index": 26, "gt_codes": ["23O33", "23O41", "23O42", "23O43", "23O11", "23O12"], "greedy": {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(POLAN\u505a\u51fa\u8d21\u732e PLANT)]", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "92I16"], "valid_json": true, "hf1": 0.17142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"92I16\"]}", "finish": "stop"}, {"codes": ["25G118", "25G74", "25G80", "25G93", "25G94", "25G135"], "valid_json": true, "hf1": 0.19831932773109248, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G74\", \"25G80\", \"25G93\", \"25G94\", \"25G135\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["25G4(CLOCOSTACHE)", "31D16", "33C23", "48A98211"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CLOCOSTACHE)\", \"31D16\", \"33C23\", \"48A98211\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A433", "48A434", "16D01", "48A438"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A433\", \"48A434\", \"16D01\", \"48A438\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "25G4(GREENARSHA CEE1)", "25G4(GREENARSHA CEE2)", "25G4(GREENARSHA CEE3)", "25L160", "25L167"], "valid_json": true, "hf1": 0.17272727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"25G4(GREENARSHA CEE1)\", \"25G4(GREENARSHA CEE2)\", \"25G4(GREENARSHA CEE3)\", \"25L160\", \"25L167\"]}", "finish": "stop"}, {"codes": ["16G97", "31A195", "25I34", "25I51", "25I7(STEM)", "25I14", "25I2"], "valid_json": true, "hf1": 0.1647058823529412, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"31A195\", \"25I34\", \"25I51\", \"25I7(STEM)\", \"25I14\", \"25I2\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07759167303284951, "best_hf1": 0.19831932773109248, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11A1", "11A238", "11E12", "11E1515", "11E162", "11E167", "11F16", "11F2", "11H(FRANCIS)", "11H18", "12F52(DIGRESSIVE)", "15B20", "16D01", "16G97", "1B104(19THCENTILITY)", "22B159", "22C3250", "23F9", "25G118", "25G12", "25G135", "25G18", "25G4(CLOCOSTACHE)", "25G4(GREENARSHA CEE1)", "25G4(GREENARSHA CEE2)", "25G4(GREENARSHA CEE3)", "25G51", "25G53", "25G74", "25G80", "25G93", "25G94", "25I14", "25I2", "25I34", "25I51", "25I7(STEM)", "25L160", "25L167", "26C7", "31A023", "31A051", "31A195", "31D11", "31D16", "31J03", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C23", "45E04", "45E22", "45E24", "45F04", "48A1", "48A244", "48A433", "48A434", "48A438", "48A98211", "48B3", "48C1511", "51C45", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "73A", "92I16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 27, "gt_codes": ["44C312", "44C35(SOCIALISMO)", "41C711", "61B2(LENIN, Vladimir)3", "61B2(KUN, Bela)3"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual content of the artwork, here is a classification using Iconclass notation:\n\n* **The central figure:** A man wearing a hat and coat, smoking a cigarette. This points to codes related to men, clothing, and smoking.\n * `10B11`: Man\n * `10B111`: Man, adult\n * `10B1111`: Man, adult, European\n * `10B11111`: Man, adult, European, Western\n * `10B111111`: Man, adult, European, Western, white\n * `10B1111111`: Man, adult, European, Western, white, modern\n * `10B11111111`: Man, adult, European, Western, white, modern, urban\n * `10B111111111`: Man, adult, European, Western, white, modern, urban, smoker\n * `10B1111111111`: Man, adult, European, Western, white, modern, urban, smoker, with cigarette holder\n * `10B11111111111`: Man, adult, European, Western, white, modern, urban, smoker, with cigarette holder, with hat\n * `10B111111111111`: Man, adult, European, Western, white, modern, urban, smoker, with cigarette holder, with hat, with coat\n * `10B1111111111111`: Man, adult, European, Western, white, modern, urban, smoker, with cigarette holder, with hat, with coat, with newspaper\n * `10B11111111111111`: Man, adult, European, Western, white, modern, urban, smoker, with cigarette holder, with hat, with coat, with newspaper, with text\n * `10B111111111111111`: Man, adult, European, Western, white, modern, urban, smoker, with cigarette holder, with hat, with coat, with newspaper, with text, with illustration\n * `10B1111111111111111`: Man, adult, European, Western, white, modern, urban, smoker, with cigarette holder, with hat, with coat, with newspaper, with text, with illustration, with title\n * `10B11111111111111111`: Man, adult, European, Western, white, modern, urban, smoker, with cigarette holder, with hat, with coat, with newspaper, with text, with illustration, with title, with subtitle\n * `10B111111111111111111`: Man, adult, European, Western, white, modern, urban, smoker, with cigarette holder, with hat, with coat, with newspaper, with text, with illustration, with title, with subtitle, with author\n * `10B1111111111111111111`: Man, adult, European, Western, white, modern, urban, smoker, with cigarette holder, with hat,"}, "samples": [{"codes": ["59114(GROSS redrawings)", "59104(Fine Anatomy)", "59111(GERMAN, Italian, French, Polish)", "59334(Lunch Time, Dinnertime)", "212B24(Food Advertising)", "212D25(Advertisement)", "212K30(People Advertising)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GROSS redrawings)\", \"59104(Fine Anatomy)\", \"59111(GERMAN, Italian, French, Polish)\", \"59334(Lunch Time, Dinnertime)\", \"212B24(Food Advertising)\", \"212D25(Advertisement)\", \"212K30(People Advertising)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "2120601", "24D63", "455C2"], "valid_json": true, "hf1": 0.08467153284671532, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"2120601\", \"24D63\", \"455C2\"]}", "finish": "stop"}, {"codes": ["24A12A(cover-pages),", "24A33A(inside-leaflets),", "24B22A(pictorial-court-papers),", "24C04", "25F03", "25F09"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(cover-pages),\", \"24A33A(inside-leaflets),\", \"24B22A(pictorial-court-papers),\", \"24C04\", \"25F03\", \"25F09\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual content of the artwork, here are the most relevant Iconclass notation codes, ranked by confidence:\n\nThe artwork depicts a single individual, a man, in two different states within the same impression:\n\n* **15B243**: A man with man's hair. (Depicts the head and dark hair of the figure)\n* **15F245**: A man standing up. (Depicts the standing figure)\n* **15F247**: A man sitting. (Depicts the figure sitting down)\n* **15F249**: A man lying down. (Depicts the figure lying down, representing the \"sleeping\" part of the title 'Leader che dorme' - Leader who sleeps)\n\nThe style and content also relate to the newspaper it was taken from at this print run:\n\n* **30B243**: Four square or rectangular columns in a page, or sub-columns in columns. (Depicts the four columns to the left of the figure as part of the newspaper page)\n* **31A235**: Article in newspaper. (Depicts the entire composition as a newspaper page with headline, columns, and illustration)", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39E03(DIM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39E03(DIM)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(PLANTAR FLESH)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(PLANTAR FLESH)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.059487179487179485, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["73D115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual content of the artwork, here are the most relevant Iconclass codes.\n\nThe artwork is a satirical caricature, a common form of publication in newspapers and magazines for political and social commentary. It depicts a specific figure (recognizable as a caricature of President Dwight D. Eisenhower) and engages in dialogue with another character (presumably the author/editor). This entire composition is a form of illustration used to convey text and opinion.\n\nTherefore, the most relevant codes are:\n\n* **73D115**: Caricature\n* **53F22 (VIOLENCE)**: Political violence, corporal punishment\n * The text and the context of a political caricature often relate to or depict political violence in a figurative sense.\n* **156A38**: Drawing\n* **156B26**: Print\n* **155E210**: Newspaper, magazine\n* **1022010**: Media for press\n* **2153015**: Black and white, sepia, shades of gray\n\nAs a single-item classification is often the most definitive, I will return the most specific and accurate code representing the primary artifact type.\n\n```json\n{\"iconclass-codes\": [\"73D115\"]}\n```\n\nThe text in the original image (a newspaper or magazine page) is:\n\"**LA REFRA**\n**IL 'LEADER', CHE DORME...**\n**GOMME PIENE**\n**TALBOT**\n**PREPARATORY - IMMEDIATO**\"", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B32"], "valid_json": true, "hf1": 0.07527454242928454, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B32\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590####"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590####\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C589", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C589\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.01371457842269871, "best_hf1": 0.08467153284671532, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A1", "11A238", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C589", "12F52(DIGRESSIVE)", "16G97", "19B220", "2120601", "212B24(Food Advertising)", "212D25(Advertisement)", "212K30(People Advertising)", "22B1590####", "22C3250", "23A45", "23F93", "24A12A(cover-pages),", "24A33A(inside-leaflets),", "24B22A(pictorial-court-papers),", "24C04", "24D63", "25F03", "25F09", "2E198", "2E199", "31J03", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33C17", "36A06211", "37J", "37L", "37P33", "39E03(DIM)", "455C2", "45E04", "47I34", "48A1", "48B32", "59104(Fine Anatomy)", "59111(GERMAN, Italian, French, Polish)", "59114(GROSS redrawings)", "59334(Lunch Time, Dinnertime)", "73D115", "92E51", "92F4(ORIGINAL BLACK AND WHITE PHOTO)", "9B104", "9B113", "9B113(PLANTAR FLESH)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, 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[\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["31A235", "31B20", "92L39", "33E16"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31B20\", \"92L39\", \"33E16\"], \"text\": \"1546\"}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(16TH CENTURY)", "24A12A(17TH CENTURY)", "24A12A(18TH CENTURY)", "24A12A(19TH CENTURY)", "24B940", "24K149"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(16TH CENTURY)\", \"24A12A(17TH CENTURY)\", \"24A12A(18TH CENTURY)\", \"24A12A(19TH CENTURY)\", \"24B940\", \"24K149\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.25333333333333335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THCENTILITYILLUMINATIONANDDECORATION)", "9B113(16THC-17THCENSITYILLUMINATIONANDDECORATION)", "9B118(17THC-18THCENSITYILLUMINATIONANDDECORATION)", 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"11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.23233532934131737, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MIDI)", "41C149(LANGUAGE:GERMAN)", "41E102(SHIRT)", "55B25(DDRAWING)"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MIDI)\", \"41C149(LANGUAGE:GERMAN)\", \"41E102(SHIRT)\", \"55B25(DDRAWING)\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08676054141716567, "best_hf1": 0.25333333333333335, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A238", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "15B20", "16G97", "22C32(BACKDROP OR SETTING)", "23F9", "24A12A(16TH CENTURY)", "24A12A(17TH CENTURY)", "24A12A(18TH CENTURY)", "24A12A(19TH CENTURY)", "24B940", "24K149", "25G98", "25G99", "26C7", "31A235", "31B20", "31D11", "31F12", "31H404", "31J84011", "31J88911", "32A19", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33E16", "39A####(MIDI)", "41C149(LANGUAGE:GERMAN)", "41E102(SHIRT)", "48A1", "48A244", "48B3", "48C1511", "51C45", "55B25(DDRAWING)", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "73A", "92L39", "9B104(19THCENTILITYILLUMINATIONANDDECORATION)", "9B113(16THC-17THCENSITYILLUMINATIONANDDECORATION)", "9B118(17THC-18THCENSITYILLUMINATIONANDDECORATION)", "9B123(18TH-19CENSITYILLUMINATIONANDDECORATION)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 29, "gt_codes": ["44C312", "44B42", "61I(CONGRESSO DI BRUXELLES)", "54AA2"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G111(BIODATA/PROFILE/CRITICAL)", "59G34"], "valid_json": true, "hf1": 0.07979797979797981, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G111(BIODATA/PROFILE/CRITICAL)\", \"59G34\"], \"note\": \"This artwork appears to be a woodcut or etching depicting scenes of historical figures, possibly from the Italian unification period or a similar era, based on the text 'SCENA STORICA DEL CAMPO DEL CARYO' (from 'Le Tavole del Caryo'). The top scene shows individuals in dramatic poses, with one figure dramatically reacting to tragedy, while the bottom scene shows genre figures engaged in casual labor or sport. The style is characteristic of 19th-century political or historical satire or chronicle illustration. Code explanations:\"}\n\n\n{\"iconclass-codes\": [\"19D22\", \"19G24\", \"29C01\", \"29C08\"], \"note\": \"This artwork appears to be a historical plate (likely from a map, travelogue, or atlas) showing a foreground scene with a figure walking towards a tree near a water source/marsh, and a background with a fortified settlement or landscape element.\"}\n\n\n{\"iconclass-codes\": [\"19D22\", \"19G24\", \"29C01\", \"29C08\"], \"note\": \"This artwork appears to be a historical plate (likely from a map, travelogue, or atlas) showing a foreground scene with a figure walking towards a tree near a water source/marsh, and a background with a fortified settlement or landscape element.\"}\n\n\n{\"iconclass-codes\": [\"19D22\", \"19G24\", \"29C01\", \"29C08\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V22", "89V246"], "valid_json": true, "hf1": 0.06610169491525424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V22\", \"89V246\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FINGERS)\", \"90C1A(ANIMALS IN FUNERAL MACHINERY)\", \"90D41(BONDED)],\", \"90E342\"],}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, 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{"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26", "24A29", "24A31", "24A34", "24A35", "24A36", "24A37", "24A38", "24A38"], "valid_json": true, "hf1": 0.02666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\", \"24A29\", \"24A31\", \"24A34\", \"24A35\", \"24A36\", \"24A37\", \"24A38\", \"24A38\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.26285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.28500000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": 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\"39E51637\", \"39A\", \"39C42\", \"39C21101\", \"39C21138\", \"39C21117\", \"39C20116\", \"39SC1\", \"39SC19\", \"39SC03\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.07828610919143054, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["30J8401", "30J8402", "30J8412", "30J8440", "30J8512"], "valid_json": true, "hf1": 0.0778523489932886, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J8401\", \"30J8402\", \"30J8412\", \"30J8440\", \"30J8512\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "46C4", "75L6"], "valid_json": true, "hf1": 0.22228678537956884, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"46C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["31A118", "31A743", "31A112", "31A168", "31H36", "31H413"], "valid_json": true, "hf1": 0.11101123595505617, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"31A112\", \"31A168\", \"31H36\", \"31H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.10887500000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.11386861313868613, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DISTANCE)", "39E25(RIVER)"], "valid_json": true, "hf1": 0.07853242320819113, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DISTANCE)\", \"39E25(RIVER)\"]}", "finish": "stop"}, {"codes": ["30A18", "30B9", "30D21", "54A114", "54F17", "57A30"], "valid_json": true, "hf1": 0.06555555555555556, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A18\", \"30B9\", \"30D21\", \"54A114\", \"54F17\", \"57A30\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.19330543933054395, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["30A04", "31C13", "31C32", "31F13", "31G67", "32A09"], "valid_json": true, "hf1": 0.10805194805194807, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A04\", \"31C13\", \"31C32\", \"31F13\", \"31G67\", \"32A09\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.07575875486381324, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.08663853727144866, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.19947310647639954, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["32F52", "33A37", "32B5", "30B159"], "valid_json": true, "hf1": 0.15405253283302062, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32F52\", \"33A37\", \"32B5\", \"30B159\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.20222222222222222, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12212614264030053, "best_hf1": 0.22228678537956884, 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"pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 32, "gt_codes": ["25H", "34B11", "43C114"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 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false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250(FORCED DIGGING)\", \"43A41\", \"43A51\", \"31A51(GREADER)\", \"122C2\", \"32D2\", \"32D24\", \"43A81\", \"44B15\", \"44C4\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.16571428571428573, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11528539103181788, "best_hf1": 0.3304347826086957, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "11A1", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGING)", "121D250(FORCED DIGGING)", "122C2", "16G97", "23F9", "24A117", "24A12", "24A12A(LOCKS), (24A12A)WREATH", "24A14", "24A26", "24A42", "25G9818", "30B2212", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A51(GREADER)", "31D112", "31D16", "31J8401", "31J8402", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32B5", "32C2", "32C26", "32D2", "32D24", "34A31", "36A162(Agricultural Scene)", "36A253(Hunting Scene)", "36B153(Shepherd)", "36B217(Government Official)", "38A8", "38C40", "38L301", "41A128", "41B1", "41B3", "43A04", "43A41", "43A51", "43A81", "43C13", "43C32", "44B15", "44C4", "44F13", "47C1511", "47L61", "48A244", "49J4912", "51C45", "51G4211", "59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "59G45(WITH PEOPLE)", "63A05", "63B13(ARCHAIC NARRATIVE)", "74A230", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, 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\"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["39G14(GRUNGE FORM)", "39G24(FREE STYLE)", "39G11(EARLY CLASSICISM)", "39H163(ARCHAISM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"39G14(GRUNGE FORM)\", \"39G24(FREE STYLE)\", \"39G11(EARLY CLASSICISM)\", 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"{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u98ce\u666f\u753b\uff0c\u4e3b\u8981\u5143\u7d20\u5305\u62ec\u6811\u6728\u3001\u8c37\u4ed3\u3001\u77f3\u5899\u548c\u9752\u86d9\u3002\u56fe\u50cf\u63cf\u7ed8\u4e86\u81ea\u7136\u98ce\u666f\uff0c\u5177\u6709\u7ecf\u5178\u7684\u98ce\u666f\u753b\u5143\u7d20\uff0c\u5982\u6811\u6728\u548c\u4e18\u9675\uff0c\u5c55\u793a\u4e86\u6237\u5916\u73af\u5883\u7684\u5b81\u9759\u4e0e\u7f8e\u4e3d\u3002\u56e0\u6b64\uff0c\u76f8\u5173\u56fe\u6807\u4ee3\u7801\u5305\u62ec\u6811\u6728\u3001\u8c37\u4ed3\u3001\u77f3\u5899\u548c\u9752\u86d9\u3002\", \"images\": [\"https://upload.wikimedia.org/wikipedia/commons/d/db/Yce.jpg\", \"https://upload.wikimedia.org/wikipedia/commons/0/06/Picardy,_Gallerie_des_Paisages_VIII017.jpg\", \"https://upload.wikimedia.org/wikipedia/commons/a/ab/L \ub300\ubd80\ubd84.jpg\", \"https://ia600605.us.archive.org/36/items/HWH-sand-courtesy/\u65e5\u5411\u672c\u9662_related_cards.pdf\"]}", "finish": "stop"}, {"codes": ["31A235", "31E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["30A04", "31C13", "31C32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A04\", \"31C13\", \"31C32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138C301", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138C301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32F52(DRAWING)\", \"32F53(TRACE)\", \"40B1859(####)**, 40H23, 40H24, 40K11(PARAM)**]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.00475, "best_hf1": 0.076, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["10720", "11A16", "11A8", "138C301", "16G97", "23F9", "305B28", "30A04", "30A12", "30B51", "30C1511", "30C34", "30C36", "30C37", "30C4", "30C6", "30K12", "30M90", "30W51", "31A0231", "31A0272", "31A1002", "31A112", "31A118", "31A12", "31A166", "31A235", "31A28", "31A743", "31C13", "31C32", "31D11", "31E12", "31E34", "31F2", "31H24", "31H28", "31H36", "31H413", "31J03", "31L17", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "32C4", "32I515", "33B1", "34A31", "39G11(EARLY CLASSICISM)", "39G14(GRUNGE FORM)", "39G24(FREE STYLE)", "39H163(ARCHAISM)", "41A128", "45E04", "45E22", "45G2", "48A181", "48A244", "48B16", "51C45", "51F13", "51G6", "51M5", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 34, "gt_codes": ["49M42", "49M3"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"31B01\",\n\t\"31B02\",\n\t\"31B03\",\n\t\"31B04\",\n\t\"31B05\",\n\t\"31B06\",\n\t\"31B07\",\n\t\"31B08\",\n\t\"31B09\",\n\t\"31B10\",\n\t\"31B11\",\n\t\"31B12\",\n\t\"31B13\",\n\t\"31B14\",\n\t\"31B15\",\n\t\"31B16\",\n\t\"31B17\",\n\t\"31B18\",\n\t\"31B19\",\n\t\"31B20\",\n\t\"31B21\",\n\t\"31B22\",\n\t\"31B23\",\n\t\"31B24\",\n\t\"31B25\",\n\t\"31B26\",\n\t\"31B27\",\n\t\"31B28\",\n\t\"31B29\",\n\t\"31B30\",\n\t\"31B31\",\n\t\"31B32\",\n\t\"31B33\",\n\t\"31B34\",\n\t\"31B35\",\n\t\"31B36\",\n\t\"31B37\",\n\t\"31B38\",\n\t\"31B39\",\n\t\"31B40\",\n\t\"31B41\",\n\t\"31B42\",\n\t\"31B43\",\n\t\"31B44\",\n\t\"31B45\",\n\t\"31B46\",\n\t\"31B47\",\n\t\"31B48\",\n\t\"31B49\",\n\t\"31B50\",\n\t\"31B51\",\n\t\"31B52\",\n\t\"31B53\",\n\t\"31B54\",\n\t\"31B55\",\n\t\"31B56\",\n\t\"31B57\",\n\t\"31B58\",\n\t\"31B59\",\n\t\"31B60\",\n\t\"31B61\",\n\t\"31B62\",\n\t\"31B63\",\n\t\"31B64\",\n\t\"31B65\",\n\t\"31B66\",\n\t\"31B67\",\n\t\"31B68\",\n\t\"31B69\",\n\t\"31B70\",\n\t\"31B71\",\n\t\"31B72\",\n\t\"31B73\",\n\t\"31B74\",\n\t\"31B75\",\n\t\"31B76\",\n\t\"31B77\",\n\t\"31B78\",\n\t\"31B79\",\n\t\"31B80\",\n\t\"31B81\",\n\t\"31B82\",\n\t\"31B83\",\n\t\"31B84\",\n\t\"31B85"}, 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"text": "{\"iconclass-codes\": [\"25G12\", \"31C51\", \"33C34\", \"92C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["33C25", "33E14", "33E23(SUNKEN RELIEF),"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33C25\", \"33E14\", \"33E23(SUNKEN RELIEF),\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A433", "48A434", "16D04", "18A10"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A433\", \"48A434\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["33A04", "31C13", "31C32", "31F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A04\", \"31C13\", \"31C32\", \"31F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULETS OR PINES)", "39A####(MUG)", "41C149(LILY)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULETS OR PINES)\", \"39A####(MUG)\", \"41C149(LILY)\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.018830357142857142, "best_hf1": 0.095, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A30", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "13A3", "15B20", "16D04", "16G97", "18A10", "22C32(BULETS OR PINES)", "23F9", "25G12", "25G98", "25G99", "31A023", "31A051", "31A10", "31A12", "31A235", "31A240", "31A244", "31A249", "31A77", "31A89", "31A96", "31C13", "31C32", "31C51", "31D11", "31F13", "31J8401", "31J8402", "31J8412", "32A107", "32A19", "32B2", "32C7", "33A04", "33B1", "33C25", "33C34", "33E14", "33E23(SUNKEN RELIEF),", "39A####(MUG)", "41C149(LILY)", "48A125", "48A244", "48A433", "48A434", "51C45", "52A9", "92C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 35, "gt_codes": ["46A151"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30B22"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30B22\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "10A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"10A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine Carle)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine Carle)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(POOR MAN)", "9B112(OLD MAN)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(POOR MAN)\", \"9B112(OLD MAN)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230,121B159(####)**,121D230,121B159(GREADING)\", \"121D232,121D238(LEACHING)\", \"128F57(MEMBERS)\", \"260D2(Director)\", \"71C33(####)**,71C33(BIBLIOGRAPHY AND PREFERABLE SYMBOLERS\")]", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.013194444444444443, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10A10", "10D14", "11A1", "11A238", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "15B20", "16D04", "16G97", "18A10", "23F9", "24A12A", "24A26", "25G98", "25G99", "305B", "30B22", "31A1002", "31A12", "31D11", "31J8401", "31J8402", "32A107", "32A19", "32B107", "32B114", "32B15", "33A10", "33B1", "36A162(Antoine Carle)", "41B1", "41B3", "47C1511", "51C45", "53A", "59G14(GRUNGE FORM)", "72A023", "72A051", "72A433", "72A438", "73A", "73A244", "9B104", "9B112(OLD MAN)", "9B113", "9B113(POOR MAN)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 36, "gt_codes": ["25H213", "25I", "25I1461", "31D11221", "31D12", "31D15", "31D16", "41B162", "41B4", "45B", "46C11", "46C223", "9", "96B113"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "59G13(GRUNGE QUALITIES)", "63A13(ARCHAISM FORM)", "63A22(GENUS EFFECT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS FORM)\", \"59G13(GRUNGE QUALITIES)\", \"63A13(ARCHAISM FORM)\", \"63A22(GENUS EFFECT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168"], "valid_json": true, "hf1": 0.2651594014313598, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19V220", "212M631", "24D63", "455C213"], "valid_json": true, "hf1": 0.24689605389797883, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19V220\", \"212M631\", \"24D63\", \"455C213\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1700+)\", \"24A12A(BRUT], \"24A12A(BRUTACHROME NONEWTON CHART HOLOGRAPHY\", \"24A12A(BRUTECHROME\", \"24A12A(BRUTECHROMECHROMED STRIATNG PAG E WOOD CHART WATERCORN\", \"24A12A(BRUTEBRUTED\", \"24A12A(BRUTEBRUTEDBRUTEBRUTEDBRUTECHROME\", \"24A12A(BRUTECHROME\", \"24A12A(BRUTECHROME\", \"24A12A(BRUTECHROME\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A12A(BRUTED\", \"24A1", "finish": "length"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07916666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0875284090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DIST)"], "valid_json": true, "hf1": 0.08848758465011287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DIST)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "122I515", "11A16"], "valid_json": true, "hf1": 0.056999999999999995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"122I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "44A43", "46A111", "41639", "31A11"], "valid_json": true, "hf1": 0.2843596949016459, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"44A43\", \"46A111\", \"41639\", \"31A11\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.035625000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.08409677419354838, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "43K28", "44C40"], "valid_json": true, "hf1": 0.28790033016921174, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"43K28\", \"44C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.1612780337941628, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVELY OR CUDESSIVELY MADE UP, OR FALSE)", "159A####(16TH-18TH CENTURY SYNTHESE SCENERY)", "111A2(SHIRT AND UNDERAAA CLOTHES)", "274B(SOLDIER)", "159A(16TH-18TH CENTURY SYNTHESE SCENERY)", "46C(22C-30C ENLIGHTENED EPOCHERS)"], "valid_json": true, "hf1": 0.14277276456111568, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVELY OR CUDESSIVELY MADE UP, OR FALSE)\", \"159A####(16TH-18TH CENTURY SYNTHESE SCENERY)\", \"111A2(SHIRT AND UNDERAAA CLOTHES)\", \"274B(SOLDIER)\", \"159A(16TH-18TH CENTURY SYNTHESE SCENERY)\", \"46C(22C-30C ENLIGHTENED EPOCHERS)\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.20470894874022588, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1265612288810586, "best_hf1": 0.28790033016921174, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["111A2(SHIRT AND UNDERAAA CLOTHES)", "11A1", "11A16", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVELY OR CUDESSIVELY MADE UP, OR FALSE)", "122I515", "159A####(16TH-18TH CENTURY SYNTHESE SCENERY)", "159A(16TH-18TH CENTURY SYNTHESE SCENERY)", "15B20", "16G97", "19V220", "1B104", "1B113", "212M631", "23F9", "24D63", "274B(SOLDIER)", "28D32", "2E198", "2E199", "31A023", "31A051", "31A11", "31A235", "31D11", "31D168", "31J84", "32A1002", "32A107", "32A12", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33B15", "33C30", "36A06211", "37J", "37L", "37P33", "39B03(DIST)", "41639", "41B1", "41B3", "43K28", "44A43", "44C40", "455C213", "45E84", "46A111", "46C(22C-30C ENLIGHTENED EPOCHERS)", "47C1511", "48A244", "51C45", "51F13", "51G6", "51M5", "59G13(GRUNGE QUALITIES)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "63A13(ARCHAISM FORM)", "63A22(GENUS EFFECT)"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 37, "gt_codes": ["31D15", "92D1916"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59J11(Flesh)", "68B51(Typewriter Work)", "68B52(Typewriter Work)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59J11(Flesh)\", \"68B51(Typewriter Work)\", \"68B52(Typewriter Work)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.13150684931506848, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "89V220", "212M63"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30L009", "30L022"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30L009\", \"30L022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.26440677966101694, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.17371428571428574, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "116A23", "25B25"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"116A23\",\n \"25B25\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08139787562052915, "best_hf1": 0.26440677966101694, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["116A23", "11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "16G97", "1B104", "1B113", "20C33", "212M63", "21A15", "21B10", "21D32", "25B25", "305B28", "30A129", "30A147", "30L009", "30L022", "31A0231", "31A0272", "31A1002", "31A12", "31A181", "31A184", "31J84", "32A107", "32A195", "32B107", "32B114", "32B15", "33D2", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A128", "41B1", "41B3", "44E51", "45E84", "47C1511", "47I34", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "51B101", "51F13", "51G6", "51M5", "54A110", "55A13", "59B105", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59J11(Flesh)", "63A05", "68B51(Typewriter Work)", "68B52(Typewriter Work)", "81A08", "89V220", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 38, "gt_codes": ["71D1922", "73"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKERS)", "25C22(BOP)", "15O13(FLOOR)", "15D34(L", "15D42(WALL)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKERS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15D34(L\", \"15D42(WALL)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30B2212", "30B2240", "31J8512"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30B2212\", \"30B2240\", \"31J8512\"]}", "finish": "stop"}, {"codes": ["30A12A(1700+)", "30A12A(BRUT], (A]", "30A12A(ACTION FORW],"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A(1700+)\", \"30A12A(BRUT], (A]\", \"30A12A(ACTION FORW],\"]}}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A18", "31B9", "41A22", "54A114", "54F13", "57A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31B9\", \"41A22\", \"54A114\", \"54F13\", \"57A30\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138C301", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138C301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(COURAGE)", "121D27(ISSUE)", "121D28(FAILURE)", "121D29(LAUGH)", "121D1(PARAMOUR)", "212F25(PARALLI)", "212F47(EASTER)", "444B15(GEDYE)", "444B71(DIEH)", "444B25(BIBERIC)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURAGE)\", \"121D27(ISSUE)\", \"121D28(FAILURE)\", \"121D29(LAUGH)\", \"121D1(PARAMOUR)\", \"212F25(PARALLI)\", \"212F47(EASTER)\", \"444B15(GEDYE)\", \"444B71(DIEH)\", \"444B25(BIBERIC)\"]}", "finish": "stop"}, {"codes": ["41A218", "41A93", "42C489", "42D45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"42C489\", \"42D45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "11A1", "11A8", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D1(PARAMOUR)", "121D26(COURAGE)", "121D27(ISSUE)", "121D28(FAILURE)", "121D29(LAUGH)", "138C301", "15B14(BANKERS)", "15D34(L", "15D42(WALL)", "15O13(FLOOR)", "16G97", "1B104", "1B113", "212F25(PARALLI)", "212F47(EASTER)", "21D32", "25C22(BOP)", "305B28", "30A12A(1700+)", "30A12A(ACTION FORW],", "30A12A(BRUT], (A]", "30B2212", "30B2240", "31A0231", "31A0272", "31A18", "31B9", "31D11", "31J8401", "31J8402", "31J8512", "32A1002", "32A107", "32A12", "32A195", "32B107", "32B114", "32B15", "32C4", "33B1", "34B31", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A128", "41A218", "41A22", "41A93", "41B1", "41B3", "42C489", "42D45", "444B15(GEDYE)", "444B25(BIBERIC)", "444B71(DIEH)", "44E51", "46I34", "47C1511", "51F13", "51G6", "51M5", "54A114", "54F13", "57A30", "59G14(GROUP)", "630E", "631A", "99K4(ORIGINAL CREATION)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 39, "gt_codes": ["41D221(fur hat)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\","}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "68B51631", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"68B51631\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", 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"finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06782766554316703, "best_hf1": 0.22393244873341375, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10D14", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "15B14(BODY LATTICE)", "15B20", "16G97", "22A11(EAR)", "24A12A", "24A14", "24A26", "2E198", "2E199", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31B112", "31B117", "31B124", "31D168", "31J83", "32A107", "32A195", "32B107", "32B114", "32B15", "33A10", "33A17", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A128", "44E51", "45E2", "45E82", "45E84", "47I34", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48C1511", "48E170", "4B104", "4B113", "4B114(CHRIST THE SAVING)", "4B132", "4B210(SETE OF THE VIRGIN)]", "4B252", "4B253(MAGISTRA OF THE HEDE)", "4B254(TEMPE OF THE BODNY)", "59G14(GROUP)", "63A05", "68B51(THOUGHT)", "81A08", "99K4(ORIGINAL CREATION)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 48, "gt_codes": ["49D22"], "greedy": {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\"]}"}, "samples": [{"codes": ["29G14(GRUNGE FORM)", "29G14(GRUNGE FORM)", "29G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"29G14(GRUNGE FORM)\", \"29G14(GRUNGE FORM)\", \"29G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["22A107", "25B2", "25C7", "25E9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"25B2\", \"25C7\", \"25E9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.17777777777777778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25A12A(APPLE)\", \"25A12A(APPEL)\", \"25A12B(APRICOT)\", \"25A12W(AWTCHAW)\", \"25A12Z(GOBERE)\", \"25A130(GOBERE)\"], \"iconclass-desc-questions\": \"What seems to be depicted is of the following kinds of plants:\\n*Apple\\n*Apricot\\n*Peach\\n*Pomegranate\\n*Mango\\n*Goberger\\n*Ite-ate\\n*Psy-Jack\\n*Papaya\\n*Guava\\n*Url\n*Pear\\n*Milpa\n*Olme\\n*Ram\\n*Pitaya\\n*Strawberry-blom\\n*Strawberry-frut\\n\\nWhat seems to be depicted is of the following kinds of fruits:\\n*Apple\\n*Apricot\\n*Peach\\n*Pomegranate\\n*Mango\\n*Goberger\\n*Ite-ate\\n*Psy-Jack\\n*Papaya\\n*Guava\\n*Url\\n*Citron\\n*Hagefruit\\n\\nWhat seems to be depicted is of the following kinds of vegetables:\\n*Globe-zapper\\n*Clong\\n*Currie-zapper\\n*V-Person\\n*Snow-bud\\n*Parsnip\\n*Roos\\n*Ludifiscus\\n*Vervet\\n*Clyster\\n*D-e-brom\\n*Aglae\\n*Garlic\\n*Tasteertz-bean\\n*Taire\\n*Vegetable-shamp\\n\\nWhat seems to be depicted is of the following kinds of flowers:\\n*Azalea\\n*Azalite\\n*Trapezene\\n*Humbliche-gulp\\n*Gladelle\\n*Becamie\\n*Long-beil-ops\\n*Long-beil-wop\\n*Long-beil-ants\\n*Herrdologos\\n*Tornie-title\\n*Roesert\\n*Pancollie\\n*Rac-rac\\n*Pratjock\\n*Skefet\\n*Lynkot\\n\\nWhat seems to be depicted is of the following kinds of plants:\\n*Apple\\n*Apricot\\n*Peach\\n*Pomegranate\\n*Mango\\n*Goberger\\n*Ite-ate\\n*Psy-Jack\\n*Papaya\\n*Guava\\n*Url\\n*Pear\\n*Milpa\\n*Olme\\n*Ram\\n*Pitaya\\n*Strawberry-blom\\n*Strawberry-frut\\n\\nWhat seems to be depicted is of the following kinds of fruits:\\n*Apple\\n*Apricot\\n*Peach\\n*Pomegranate\\n*Mango\\n*Goberger\\n*Ite-ate\\n*Psy-Jack\\n*Papaya\\n*Guava\\n*Url\\n*Citron\\n*Hagefruit\\n\\nWhat seems to be depicted is of the following kinds of vegetables:\\n*Globe-zapper\\n*Clong\\n*Currie-zapper\\n*V-Person\\n*Snow-bud\\n*Parsnip\\n*Roos\\n*Ludifiscus\\n*Vervet\\n*Clyster\\n*D-e-brom\\n*Aglae\\n*Garlic\\n*Tasteertz-bean\\n*Taire\\n*Vegetable-shamp\\n\\nWhat seems to be depicted is of the following kinds of flowers:\\n", "finish": "length"}, {"codes": ["25G118", "25G74", "25G80"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G74\", \"25G80\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["25H062(AQUATIC PLANT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(AQUATIC PLANT)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["21A023", "21A051", "21A433", "21A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A023\", \"21A051\", \"21A433\", \"21A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(21STC)", "1B216(22NDC)", "25C101(ORCHIDACEAE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(21STC)\", \"1B216(22NDC)\", \"25C101(ORCHIDACEAE)\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "33B3", "33L11", "33S26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"33B3\", \"33L11\", \"33S26\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.01586111111111111, "best_hf1": 0.17777777777777778, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A238", "11E1515", "11E1615", "11E18", "11H(FRANCIS)", "12F52(DIGRESSIVE)", "15B20", "16D04", "16G97", "16G99", "18A10", "1B104(19THC)", "1B204(21STC)", "1B216(22NDC)", "21A023", "21A051", "21A433", "21A438", "22A107", "22B159", "22C3250", "23E12", "23F9", "25B2", "25C101(ORCHIDACEAE)", "25C1511", "25C7", "25E9", "25G118", "25G74", "25G80", "25G98", "25G99", "25H062(AQUATIC PLANT)", "29G14(GRUNGE FORM)", "31A235", "31D11", "31J03", "33A10", "33A12", "33B1", "33B3", "33L11", "33S26", "45E04", "45E22", "45E24", "45F04", "48A244", "51C45"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 49, "gt_codes": ["31A44411", "46A122", "5(+1)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G3(GRUNGE FORM)", "59G1(GRUNGE FORM)", "2B24(FORGERIES)", "30D2(3D)", "30D2(3D)", "30D2(3D)", "30D2(3D)"], "valid_json": true, "hf1": 0.14553191489361703, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G3(GRUNGE FORM)\", \"59G1(GRUNGE FORM)\", \"2B24(FORGERIES)\", \"30D2(3D)\", \"30D2(3D)\", \"30D2(3D)\", \"30D2(3D)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "30B15", "30B114", "30B128"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"30B15\", \"30B114\", \"30B128\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30L009", "30L022"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30L009\", \"30L022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["30H06211", "30J", "30J06", "30J07", "30K(DWARF)", "30K(GOD SMITH)"], "valid_json": true, "hf1": 0.0989247311827957, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30H06211\", \"30J\", \"30J06\", \"30J07\", \"30K(DWARF)\", \"30K(GOD SMITH)\"]}", "finish": "stop"}, {"codes": ["30A9818", "49J4912", "51G4211", "47L61", "74A230"], "valid_json": true, "hf1": 0.1688888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A9818\", \"49J4912\", \"51G4211\", \"47L61\", \"74A230\"]}", "finish": "stop"}, {"codes": ["42C140", "15E724", "43D14601"], "valid_json": true, "hf1": 0.08813559322033898, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"42C140\", \"15E724\", \"43D14601\"]}\n```", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.12000000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "55A13"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F5", "11F6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F5\", \"11F6\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "11B02", "32D2", "27F1", "81C4"], "valid_json": true, "hf1": 0.12258064516129032, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"11B02\",\n \"32D2\",\n \"27F1\",\n \"81C4\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.11142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10814969416751652, "best_hf1": 0.285, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A218", "11B02", "11E12", "11F2", "11F5", "11F6", "11H112", "11H118", "11H16", "11H168", "11H18", "11H24", "11H28", "11H413", "11H743", "15E724", "16G97", "19B220", "1B104", "1B113", "20C33", "212M631", "21L10", "23F9", "24D63", "27F1", "28D32", "2B24(FORGERIES)", "30A129", "30A147", "30A9818", "30B114", "30B128", "30B15", "30D2(3D)", "30H06211", "30J", "30J06", "30J07", "30K(DWARF)", "30K(GOD SMITH)", "30L009", "30L022", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31J84", "32A107", "32A195", "32B107", "32D2", "33A17", "33D2", "42C140", "43D14601", "44E51", "45E12", "45E84", "47I34", "47L61", "48A244", "48C1511", "49J4912", "51B101", "51C45", "51F13", "51G4211", "51G6", "51M5", "54A110", "55A13", "59B105", "59G1(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G3(GRUNGE FORM)", "74A230", "81C4", "99K4(ORIGINAL CREATION)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 50, "gt_codes": ["31B6217", "31D15"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\",\n \"10B113\"\n ]\n}\n```"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "60B21631", "60A", "60C"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"60B21631\", \"60A\", \"60C\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.17577464788732397, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.26440677966101694, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.11345454545454545, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.39493670886075954, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u5973\u6027\u8096\u50cf\u6d6e\u96d5\uff0c\u8eab\u4efd\u4e0d\u660e\u3002\u4e2d\u592e\u662f\u4e00\u4f4d\u9762\u90e8\u67d4\u548c\u3001\u5934\u53d1\u67d4\u987a\u7684\u5973\u6027\u5934\u50cf\uff0c\u5468\u56f4\u6709\u690d\u7269\u56e2\u82b1\u88c5\u9970\uff0c\u4f53\u73b0\u53e4\u5178\u4e3b\u4e49\u98ce\u683c\u3002\", \"iconclass\": \"37K\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.23353293413173654, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.13220338983050847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.3487164179104477, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C589"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C589\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11683024544610619, "best_hf1": 0.39493670886075954, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12C589", "12F52(DRAWING)", "13A3", "15B20", "16G97", "1B104", "1B113", "20F93", "21D32", "24A12A", "24A26", "2E198", "2E199", "305B", "31A0231", "31A0272", "31A10", "31A12", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33A10", "33A17", "33B1", "34A31", "37B232", "41A128", "45E04", "48A125", "48C1511", "51F13", "53A", "59A14011", "59A14411", "59C21111", "60A", "60B21631", "60C", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 51, "gt_codes": ["25A", "25A13", "31A235", "31F11", "41A251", "41A711", "41A7122", "41A721", "49C3", "49C32", "49M32", "61B(+55)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11"}, "samples": [{"codes": ["59G14(GHOST)", "15B14(BANK MAT)", "25C22(BOP)", "15O13(SHEATH)", "13L44", "11C42", "12B24"], "valid_json": true, "hf1": 0.0608187134502924, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GHOST)\", \"15B14(BANK MAT)\", \"25C22(BOP)\", \"15O13(SHEATH)\", \"13L44\", \"11C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.10229508196721311, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011(SKULL)(ANATOMICAL)(VARIANT)"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011(SKULL)(ANATOMICAL)(VARIANT)\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(HAIR)", "29B33A(HEAD)", "29B33(FACE)", "29D41(EYES)", "29F63(NOSE)", "29F64(MOUTH)", "29G91(EARS)", "31A6A(POURING SURFACE)", "31A7B(BOX)", "31C231(FOUR POUNDS)", "31C232(FIVE POUNDS)", "34A231(SCLERA)", "51A22A(HEAD)", "51A22A(POSE)"], "valid_json": true, "hf1": 0.15544054220579173, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"29B33A(HEAD)\", \"29B33(FACE)\", \"29D41(EYES)\", \"29F63(NOSE)\", \"29F64(MOUTH)\", \"29G91(EARS)\", \"31A6A(POURING SURFACE)\", \"31A7B(BOX)\", \"31C231(FOUR POUNDS)\", \"31C232(FIVE POUNDS)\", \"34A231(SCLERA)\", \"51A22A(HEAD)\", \"51A22A(POSE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.10551181102362206, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.20798850574712643, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "35A23", "33A8", "33D3(DMO)"], "valid_json": true, "hf1": 0.05559020044543431, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"35A23\", \"33A8\", \"33D3(DMO)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.043697478991596636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92002314", "11M1724", "48D14601"], "valid_json": true, "hf1": 0.08060606060606061, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92002314\", \"11M1724\", \"48D14601\"]}", "finish": "stop"}, {"codes": ["9B104( Scaffold)", "9B105(Free standing painting)", "25H61(Animal)", "25H72(Fruit)", "25H16(Plants)", "25G(Plant)", "25G05(Grass)"], "valid_json": true, "hf1": 0.10810810810810811, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104( Scaffold)\", \"9B105(Free standing painting)\", \"25H61(Animal)\", \"25H72(Fruit)\", \"25H16(Plants)\", \"25G(Plant)\", \"25G05(Grass)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "27I34", "24E51", "99K4(ANIMAL SKULL)"], "valid_json": true, "hf1": 0.08432432432432432, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"27I34\", \"24E51\", \"99K4(ANIMAL SKULL)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A370", "48A28", "32C4"], "valid_json": true, "hf1": 0.17012224938875306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A370\", \"48A28\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.13400503778337533, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D230,121B159(####)**,121D230,121B159(GREADING)", "121D232,121D23220,121D23259,121D230,121B159(DIGGING)", "121D230,121B159(DERSING)", "121D232,121D23220,121D23259,121D230,121B159(TOGGING)", "121D230,121B159(GREARING)", "121B159(GREARING)", "121D230,121B159(PARCHING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230,121B159(####)**,121D230,121B159(GREADING)\", \"121D232,121D23220,121D23259,121D230,121B159(DIGGING)\", \"121D230,121B159(DERSING)\", \"121D232,121D23220,121D23259,121D230,121B159(TOGGING)\", \"121D230,121B159(GREARING)\", \"121B159(GREARING)\", \"121D230,121B159(PARCHING)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09094247141332042, "best_hf1": 0.20798850574712643, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11C42", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "11M1724", "121B159(GREARING)", "121D2(DIGGING)", "121D230,121B159(####)**,121D230,121B159(GREADING)", "121D230,121B159(DERSING)", "121D230,121B159(GREARING)", "121D230,121B159(PARCHING)", "121D232,121D23220,121D23259,121D230,121B159(DIGGING)", "121D232,121D23220,121D23259,121D230,121B159(TOGGING)", "12B24", "13L44", "15B14(BANK MAT)", "15B20", "15O13(SHEATH)", "16G97", "23F9", "24A12A(LOCKS)", "24A20A(HAIR)", "24E51", "25C22(BOP)", "25G(Plant)", "25G05(Grass)", "25H16(Plants)", "25H61(Animal)", "25H72(Fruit)", "26C7", "27I34", "29B33(FACE)", "29B33A(HEAD)", "29D41(EYES)", "29F63(NOSE)", "29F64(MOUTH)", "29G91(EARS)", "2E198", "2E199", "31A10", "31A100", "31A102", "31A12", "31A26", "31A6A(POURING SURFACE)", "31A7B(BOX)", "31C231(FOUR POUNDS)", "31C232(FIVE POUNDS)", "31D11", "31D16", "31J84011(SKULL)(ANATOMICAL)(VARIANT)", "32A107", "32A195", "32B107", "32B114", "32B15", "32C4", "33A8", "33B1", "33D1", "33D3(DMO)", "34A231(SCLERA)", "35A23", "36A1621", "41B1", "41B3", "47C1511", "48A28", "48D14601", "51A22A(HEAD)", "51A22A(POSE)", "51C45", "59G14(GHOST)", "73A244", "73A370", "92002314", "99K4(ANIMAL SKULL)", "9B104( Scaffold)", "9B105(Free standing painting)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 52, "gt_codes": ["31A2422", "31A534", "31A5341", "41D222(RUFF)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113", "10B114", "10B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.08142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.11682604272634793, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.2075626423690205, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["24A12A", "24A12B", "33C00", "33C03", "33C06", "33C07"], "valid_json": true, "hf1": 0.09913043478260869, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"24A12B\", \"33C00\", \"33C03\", \"33C06\", \"33C07\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.10133333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.35309462915601014, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4eba\u7269\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u7a7f\u7740\u5e26\u6709\u660e\u663e\u9ad8\u9886\u548c\u8936\u76b1\u7684\u6df1\u8272\u8863\u670d\u3002\u753b\u98ce\u4e3a\u9ed1\u767d\u63d2\u56fe\uff0c\u5177\u6709\u7ecf\u5178\u7684\u8096\u50cf\u7279\u5f81\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.37595953208978816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G99", "16I19", "31A43", "31B15", "48A2", "48B2"], "valid_json": true, "hf1": 0.24403669724770644, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G99\", \"16I19\", \"31A43\", \"31B15\", \"48A2\", \"48B2\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.03076923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.10220264317180618, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11652148481715147, "best_hf1": 0.37595953208978816, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12B24", "12D489", "12F52(DRAWING)", "13A3", "15B20", "16G99", "16I19", "1B104", "1B113", "20A45", "20F93", "21D25", "21D32", "24A12A", "24A12B", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A43", "31B15", "31D11", "31J03", "32A107", "32B107", "32B114", "32B128", "32B15", "33A17", "33A4", "33B1", "33C00", "33C03", "33C06", "33C07", "34A31", "37B232", "37B248", "41A128", "45E04", "45E22", "45E246", "45E406", "45E512", "48A125", "48A2", "48B2", "48C1511", "5161", "5162", "59A14011", "59A14411", "59C21111", "59C42", "630E", "631A", "6K15163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 53, "gt_codes": ["31D15", "41A1", "45B", "45B(+22)", "46C13141"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MATES)", "19C211(EARLY INTELLECTUAL)", "13B13(ARCHA", "11C42", "12B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MATES)\", \"19C211(EARLY INTELLECTUAL)\", \"13B13(ARCHA\", \"11C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.2119831223628692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.2375531914893617, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["24A12A(1905+)", "24A12A(1905+)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1905+)\", \"24A12A(1905+)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H18", "32L17"], "valid_json": true, "hf1": 0.12091603053435115, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H18\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.13276595744680852, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DOG)"], "valid_json": true, "hf1": 0.06632478632478632, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DOG)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.31189819724284196, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["10397", "32A195", "16434", "24151", "992", "993"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10397\", \"32A195\", \"16434\", \"24151\", \"992\", \"993\"]}", "finish": "stop"}, {"codes": ["10720(ARCHITECTURE)", "10725(MASONRY, BLOCK)", "10724(WALL)", "28A264(P roofing)", "28A241(WATERLATHE)", "28B030(CLOTHING)", "28D218(STREET)", "28E126(HOUSE entrance)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720(ARCHITECTURE)\", \"10725(MASONRY, BLOCK)\", \"10724(WALL)\", \"28A264(P roofing)\", \"28A241(WATERLATHE)\", \"28B030(CLOTHING)\", \"28D218(STREET)\", \"28E126(HOUSE entrance)\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.14383688600556074, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08239282277584829, "best_hf1": 0.31189819724284196, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10397", "10720(ARCHITECTURE)", "10724(WALL)", "10725(MASONRY, BLOCK)", "11A1", "11A218", "11C42", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "12B24", "12D489", "13B13(ARCHA", "15B14(BANK MATES)", "16434", "19B220", "19C211(EARLY INTELLECTUAL)", "1B104", "1B113", "212M631", "21D32", "23A45", "23F93", "24151", "24A12A(1905+)", "24D63", "28A241(WATERLATHE)", "28A264(P roofing)", "28B030(CLOTHING)", "28D218(STREET)", "28E126(HOUSE entrance)", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31D16", "31H24", "31J84", "32A107", "32A195", "32B107", "32B114", "32B15", "32C1511", "32H18", "32L17", "34A31", "36A06211", "37B232", "37B248", "37J", "37L", "37P33", "39B03(DOG)", "41A128", "41B1", "41B3", "45E12", "45E84", "51F13", "51G6", "51M5", "59G14(GROUP)", "63A05", "81A08", "992", "993"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 54, "gt_codes": ["12B61", "12BB63", "25F(+342)", "25F23(LION)(+351)", "25I144", "25I153", "31A141", "31A2512(+932)", "31A2512(+933)", "31A2513(+933)", "31A2515(+933)", "31A25432", "31A25551", "31A26112(+51)", "31A2711", "31AA222(+89)", "31AA2513", "31AA2711", "31D11221(+89)", "31D14"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.31284345047923323, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.3238095238095238, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["24A12A(TEMPERANCE)", "24A33A(ABUNDANCE)", "24B3B(AMORITA)", "24W519(CITY BUILDING)"], "valid_json": true, "hf1": 0.06597077244258873, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPERANCE)\", \"24A33A(ABUNDANCE)\", \"24B3B(AMORITA)\", \"24W519(CITY BUILDING)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A181"], "valid_json": true, "hf1": 0.3902136205952163, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A181\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.15148514851485148, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.1604790419161677, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A16", "33A37", "33A39", "33A40", "33D3(DOM)"], "valid_json": true, "hf1": 0.15947511312217194, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A16\", \"33A37\", \"33A39\", \"33A40\", \"33D3(DOM)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05A31"], "valid_json": true, "hf1": 0.4218233763820496, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05A31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(21STC)", "13A168"], "valid_json": true, "hf1": 0.030174081237911023, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(21STC)\", \"13A168\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.17274193548387098, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.32046862821512084, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.0342319749216301, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "49A185"], "valid_json": true, "hf1": 0.06875379939209726, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FORCED)\", \"121D241(UNHOLY)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.07233870967741936, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.16780057351186578, "best_hf1": 0.4218233763820496, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H112", "11H118", "11H166", "11H168", "11H24", "11H28", "11H743", "121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "13A168", "15B20", "16G97", "23F9", "24A12A(TEMPERANCE)", "24A33A(ABUNDANCE)", "24B3B(AMORITA)", "24W519(CITY BUILDING)", "25G98", "25G99", "31A132", "31A181", "31A27", "31D11", "31D16", "31J8401", "31J8402", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A16", "33A17", "33A26", "33A37", "33A39", "33A40", "33B1", "33C17", "33D3(DOM)", "48A244", "48A97002", "48A98211", "48A98751", "48C1511", "49A185", "51C45", "59G14(GRUNGE FORM)", "9B104(19THC)", "9B284(21STC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 55, "gt_codes": ["25H214", "41A17"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(HOLLOWED FORM)", "59G11(BIODATA/ECOLOGY)", "63B13(ARCHAEOLOGICAL DIG)", "25A12"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(HOLLOWED FORM)\", \"59G11(BIODATA/ECOLOGY)\", \"63B13(ARCHAEOLOGICAL DIG)\", \"25A12\"], \"note\": \"Tags '12', '13', '14', '6', '3', '7', '15', '0' are assigned to represent a scene of rural or historical excavation, possibly at a farmstead or archaeological site, with dramatic sky and structural detail. Some proposed codes may not be fully accurate.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E820", "45E8601", "45E6301"], "valid_json": true, "hf1": 0.12125984251968504, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E820\", \"45E8601\", \"45E6301\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WRECKING GEAR], (24A12A)BOAT (24W500), BOATING].\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(Agriculturalbuilding)", "36A163(MultiroomedAgriculturalbuilding)", "36D3(Dwell)areAgriculturalbuilding", "36D320(Kitchenwithheartheat)", "19F21(Hogwhyanhydrousgas)", "19G210(Watermill)", "46E200(Farmers'Vessel)"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Agriculturalbuilding)\", \"36A163(MultiroomedAgriculturalbuilding)\", \"36D3(Dwell)areAgriculturalbuilding\", \"36D320(Kitchenwithheartheat)\", \"19F21(Hogwhyanhydrousgas)\", \"19G210(Watermill)\", \"46E200(Farmers'Vessel)\"]}", "finish": "stop"}, {"codes": ["21A18", "21B9", "41A22", "54A114", "54F17", "57A30"], "valid_json": true, "hf1": 0.23110447761194028, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"41A22\", \"54A114\", \"54F17\", \"57A30\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A234", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A234\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L30\"]", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.13818181818181816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DWELLING)", "121D230,121B159(####)**,121D230,121B159(GREADER HOUSE)**", "26H12025,25G420,121D38159,121D230,121B159(DWELLING WITH MAZE OF WELLS POND)**"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DWELLING)\", \"121D230,121B159(####)**,121D230,121B159(GREADER HOUSE)**\", \"26H12025,25G420,121D38159,121D230,121B159(DWELLING WITH MAZE OF WELLS POND)**\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "41A244"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"41A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07946915348586006, "best_hf1": 0.2533333333333333, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A218", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DWELLING)", "121D230,121B159(####)**,121D230,121B159(GREADER HOUSE)**", "16G97", "16G99", "19F21(Hogwhyanhydrousgas)", "19G210(Watermill)", "1B104", "1B113", "21A18", "21B9", "23F9", "25A12", "26H12025,25G420,121D38159,121D230,121B159(DWELLING WITH MAZE OF WELLS POND)**", "28D32", "31A0231", "31A0272", "31A1002", "31A12", "31A234", "31D16", "31J84", "32A107", "32B107", "32B114", "32B15", "33A17", "34A31", "34E51", "36A162(Agriculturalbuilding)", "36A163(MultiroomedAgriculturalbuilding)", "36D3(Dwell)areAgriculturalbuilding", "36D320(Kitchenwithheartheat)", "39F4", "39H6", "41A128", "41A22", "41A244", "41B1", "41B3", "45E6301", "45E820", "45E84", "45E8601", "46E200(Farmers'Vessel)", "47C1511", "51C45", "51F13", "51G6", "51M5", "54A114", "54F17", "57A30", "59G11(BIODATA/ECOLOGY)", "59G14(GRUNGE FORM)", "59G24(HOLLOWED FORM)", "63A05", "63B13(ARCHAEOLOGICAL DIG)", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 56, "gt_codes": ["11Q713", "48C73341"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G246", "45G406", "45G512"], "valid_json": true, "hf1": 0.11875000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G246\", \"45G406\", \"45G512\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR OF BANYANOR CHURCH)\", \"24A12A(INTERIOR OF CHAPEL)\", \"24A12A(INTERIOR OF CHURCH)],\", \"24E232\"],}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.2659217877094972, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.28500000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DOOR)", "39E25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DOOR)\", \"39E25\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.22608695652173913, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16300", "18110"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16300\", \"18110\"]}", "finish": "stop"}, {"codes": ["1B104(ARCHITECTURE)", "1B201(ARCHETYPE:SHAPE)", "1B208(ARCHETYPE:STRUCTURE)", "1B312(ARCHETYPE:TEMPLE)", "1B31L(ARCHETYPE:TEMPLE:CATHEDRAL)", "26F23"], "valid_json": true, "hf1": 0.11875000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(ARCHITECTURE)\", \"1B201(ARCHETYPE:SHAPE)\", \"1B208(ARCHETYPE:STRUCTURE)\", \"1B312(ARCHETYPE:TEMPLE)\", \"1B31L(ARCHETYPE:TEMPLE:CATHEDRAL)\", \"26F23\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A235", "34E51", "39K4", "48A981", "48H62"], "valid_json": true, "hf1": 0.20727272727272728, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A235\", \"34E51\", \"39K4\", \"48A981\", \"48H62\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.304, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CATHEDRAL OR CHURCH)\", \"10E11(CHURCH OR CHAPEL)**, \"10H21(CHURCH SYMMETRICALLY)**, \"10D11(ARCHES)\", \"20AAA5(PERPLEXIUM)**]}\"", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1124030086356644, "best_hf1": 0.304, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "15B20", "16300", "16G97", "16I19", "18110", "1B104(ARCHITECTURE)", "1B201(ARCHETYPE:SHAPE)", "1B208(ARCHETYPE:STRUCTURE)", "1B312(ARCHETYPE:TEMPLE)", "1B31L(ARCHETYPE:TEMPLE:CATHEDRAL)", "23F9", "26F23", "2E198", "2E199", "31A235", "31D11", "31J03", "32A107", "32B107", "32B114", "32B128", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "34E51", "36A06211", "37J", "37L", "37P33", "39B03(DOOR)", "39E25", "39K4", "41B1", "41B3", "45E04", "45E22", "45G246", "45G406", "45G512", "47C1511", "48A981", "48H62", "51C45", "59G14(GRUNGE FORM)", "72A023", "72A051", "72A433", "72A438", "73A", "73A244"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 57, "gt_codes": ["11F4", "11F4122", "11F715", "11F716", "31A2421", "41C", "61B(+52)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\","}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68B51637", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.04536082474226805, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68B51637\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02"], "valid_json": true, "hf1": 0.046341463414634146, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02\"]}", "finish": "stop"}, {"codes": ["31J03011", "31J08911", "31F12", "31H404"], "valid_json": true, "hf1": 0.09499999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011\", \"31J08911\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30C009", "30C022"], "valid_json": true, "hf1": 0.047499999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30C009\", \"30C022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.285380476556495, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.09343119266055047, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.14952076677316295, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.37066162570888467, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.22795650203896692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "51613", "51617", "52529", "52B05", "52B17"], "valid_json": true, "hf1": 0.03931034482758621, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"51613\", \"51617\", \"52529\", \"52B05\", \"52B17\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.15833333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.4108798813643104, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "11B02", "32D2", "27F1", "81C4"], "valid_json": true, "hf1": 0.1368, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"11B02\",\n \"32D2\",\n \"27F1\",\n \"81C4\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["31A235", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.22956521739130437, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14912760180071855, "best_hf1": 0.4108798813643104, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11B02", "11E12", "11E18", "11E34", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D489", "12I515", "16G97", "20A45", "20C33", "20F93", "21B10", "27F1", "305B", "30A129", "30A147", "30C009", "30C022", "30C1511", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31F12", "31H24", "31H28", "31H404", "31J03011", "31J08911", "31L17", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "32D2", "33D2", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "3B104", "3B113", "3B132", "41A128", "41B1", "41B3", "51613", "51617", "51B101", "52529", "52B05", "52B17", "53A02", "54A110", "55A13", "59B105", "59C21113", "59G14011", "59P40407", "630E", "631A", "68A", "68B51637", "68C42", "68C44", "81C4"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 58, "gt_codes": ["25F3", "41A772", "48C73411", "92D1916"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J88011", "31J88012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J88011\", \"31J88012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(APPLICATIONSWHOLEPASTEORPRINT)", "33A(BRICKELVORST)", "28A23(ACT)", "514D41"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APPLICATIONSWHOLEPASTEORPRINT)\", \"33A(BRICKELVORST)\", \"28A23(ACT)\", \"514D41\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.16285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31B17", "05A31"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31B17\", \"05A31\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "48A434", "16D045", "81A08"], "valid_json": true, "hf1": 0.13521472392638037, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"48A434\", \"16D045\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "25C101(ORCHIDACEAE)", "25D7(FLORAL POT)", "25D717(POT)", "25F13"], "valid_json": true, "hf1": 0.18076993583868012, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B216(21STC)\", \"25C101(ORCHIDACEAE)\", \"25D7(FLORAL POT)\", \"25D717(POT)\", \"25F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(PICTURED STONE)", "45A63"], "valid_json": true, "hf1": 0.13411764705882356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(PICTURED STONE)\", \"45A63\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.1191919191919192, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.08816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR LIGHT PANEL)", "39A####(MURAL PAINTING)", "14F31(DIPLOMETIC OR MURAL PAINTING)", "12F55(PARALLIQUY LARGE)", "14F38(MOVEABLE MURAL PAINTING)"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR LIGHT PANEL)\", \"39A####(MURAL PAINTING)\", \"14F31(DIPLOMETIC OR MURAL PAINTING)\", \"12F55(PARALLIQUY LARGE)\", \"14F38(MOVEABLE MURAL PAINTING)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F93", "12C589", "23A45"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12C589\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06834684150694008, "best_hf1": 0.18076993583868012, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A1", "11A218", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12C589", "12F52(DIGRESSIVE)", "12F55(PARALLIQUY LARGE)", "14F31(DIPLOMETIC OR MURAL PAINTING)", "14F38(MOVEABLE MURAL PAINTING)", "15B20", "16D045", "16G97", "1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "22C32(BACKDROP OR LIGHT PANEL)", "23A45", "23F93", "24A12A(APPLICATIONSWHOLEPASTEORPRINT)", "25C101(ORCHIDACEAE)", "25D7(FLORAL POT)", "25D717(POT)", "25F13", "25G98", "25G99", "28A23(ACT)", "31A1002", "31A12", "31B17", "31D11", "31D16", "31F12", "31H404", "31J88011", "31J88012", "32A107", "32A195", "32B107", "32B114", "32B15", "33A(BRICKELVORST)", "33A17", "33B1", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "39A####(MURAL PAINTING)", "44E51", "45A63", "47I34", "48A125", "48A433", "48A434", "48A97002", "48C1511", "514D41", "59G14(GRUNGE FORM)", "72A023", "72A051", "81A08", "99K4(PICTURED STONE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 59, "gt_codes": ["31A2211", "31A2422"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BODY LATTICE)", "22A11(EAR)", "6K15(EYE)", "6K3(head)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BODY LATTICE)\", \"22A11(EAR)\", \"6K15(EYE)\", \"6K3(head)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.17272727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["30J0401", "30J0402", "30J0412"], "valid_json": true, "hf1": 0.20000000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J0401\", \"30J0402\", \"30J0412\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30L009", "30L022"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30L009\", \"30L022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.35608391608391604, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.5924050632911392, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A162(AUTO PORTRAIT)(J.MALKANT)\", \"30A163(AUTO PORTRAIT)\", \"30A164(LARGE PORTRAIT)\", \"30A165(SMALL PORTRAIT)\", \"30A166(PORTRAIT OF YOUNG PERSON)\", \"30A167(PORTRAIT OF WOMAN)\", \"30A168(PORTRAIT OF KID)\", \"30A169(PORTRAIT OF MAN)\", \"30A170(PORTRAIT OF MEET)\", \"30A171(PORTRAIT OF BABY)\", \"30A172(PORTRAIT OF LOOSE)\", \"30A173(PORTRAIT OF OLD)\", \"30A174(PORTAY OF CHILD HANGED)\", \"30A175(PORTAY OF WOMEN)\", \"30A176(PORTAY OF MEN)\", \"30A177(PORTAY OF YOUNG)\", \"30A178(PORTAY OF OLDER)\", \"30A179(PORTAY OF AGED)\", \"30A180(PORTAY OF SICK)(BAFTA)\", \"30A181(PORTAY OF WOUNDED)\", \"30A182(PORTAY OF DEPTR)\", \"30A183(PORTAY OF DISABLE)\", \"30A184(PORTAY OF DISEASED)\", \"30A185(PORTAY OF BURIED)\", \"30H961(PORTRAY FEAT)\", \"30H963(PORTRAY CO)\", \"30H964(PORTRAY EX)\", \"30H965(PORTRAY EL)\", \"30H966(PORTRAY AN)\", \"30H967(PORTRAY VN)\", \"30H968(PORTRAY BL)\", \"30H969(PORTRAY TE)\", \"30H970(PORTRAY ST),\", \"30H971(PORTRAY HA)\", \"30H972(PORTRAY MN)\", \"30H973(PORTRAY VN)\", \"30H974(PORTRAY FA)\", \"30H975(PORTRAY CH)\", \"30H976(PORTRAY TH)\", \"30H977(PORTRAY SH)\", \"30H978(PORTRAY WH)\", \"30H979(PORTRAY AN)\", \"30H980(PORTRAY FL)\", \"30H981(PORTRAY AL)\", \"30H982(PORTRAY BN)\", \"30H983(PORTRAY GN)\", \"30H984(PORTRAY IN)\", \"30H985(PORTRAY LN)\", \"30H986(PORTRAY RN)\", \"30H987(PORTRAY SN)\", \"30H988(PORTRAY DT)\", \"30H989(PORTRAY AC)\", \"30H990(PORTRAY EB)\", \"30H991(PORTRAY EC)\", \"30H992(PORTRAY ED)\", \"30H993(PORTRAY EA)\", \"30H", "finish": "length"}, {"codes": ["30A181", "30E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A433", "48A434", "16D01", "18A10"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A433\", \"48A434\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["10D20", "31B112", "31B50", "31B90", "31A8", "31A40"], "valid_json": true, "hf1": 0.45599999999999996, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10D20\", \"31B112\", \"31B50\", \"31B90\", \"31A8\", \"31A40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12D48"], "valid_json": true, "hf1": 0.38, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1921087538516336, "best_hf1": 0.5924050632911392, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10D20", "11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F52(DRAWING)", "15B14(BODY LATTICE)", "16D01", "16G97", "18A10", "1B104", "1B113", "20F93", "21D32", "22A11(EAR)", "305B", "30A12A", "30A12B", "30A181", "30C1511", "30E34", "30J0401", "30J0402", "30J0412", "30L009", "30L022", "31A023", "31A051", "31A1002", "31A12", "31A235", "31A40", "31A8", "31B112", "31B50", "31B90", "31H24", "31H28", "31L17", "32A107", "32A19", "32B107", "32B114", "32B15", "32I515", "37B232", "37B248", "41B1", "41B3", "48A433", "48A434", "51F13", "53A", "59G14(GROUP)", "6K15(EYE)", 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\"48B32\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(B0, NO BOOK)", "25C2####(MIDI)", "25C149(Lys)", "25C161(PARAMOUR)", "25C3AAA(B0, NO BOOK)", "25C34738(BOVE)", "41B52(S0, NO BOOK)"], "valid_json": true, "hf1": 0.07316532258064518, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(B0, NO BOOK)\", \"25C2####(MIDI)\", \"25C149(Lys)\", \"25C161(PARAMOUR)\", \"25C3AAA(B0, NO BOOK)\", \"25C34738(BOVE)\", \"41B52(S0, NO BOOK)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04138873281457737, "best_hf1": 0.15037292817679557, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11A8", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "13183", "13184", "13A3701", "15B20", "16G97", "19B220", "21B46", "22C32(B0, NO BOOK)", "23F9", "24A12A(LOCKS)", "24A20", "24A20A(FINALWIND)", "24A20A(POREES)", "25C149(Lys)", "25C161(PARAMOUR)", "25C2####(MIDI)", "25C34738(BOVE)", "25C3AAA(B0, NO BOOK)", "25F03", "26C7", "2A1", "2E19818", "31A10", "31A100", "31A102", "31A12", "31A25", "31A26", "31A262", "31A72", "31A77", "31A89", "31A96", "31D11", "31D16", "31J83", "31K3", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "32C4", "33A17", "33B1", "41B52(S0, NO BOOK)", "44M4", "45E84", "47L61", "47N15", "47N20", "48A1", "48B32", "48C1511", "4E14915", "5154211", "51C45", "59G14(GRUNGE FORM)", "72C11", "73A244", "7B72305", "90A13", "9B104", "9B113", "9B114(READER)", "9B117", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 64, "gt_codes": ["41E2", "43C512", "48C5142:48C533"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B220", "21B463"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B220\", \"21B463\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(THREES)", "24A20", "24A20A(FISHWIRE)", "24A20A(THREE FISHWIRE)", "24B94005", "24B9401", "24B94010"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(THREES)\", \"24A20\", \"24A20A(FISHWIRE)\", \"24A20A(THREE FISHWIRE)\", \"24B94005\", \"24B9401\", \"24B94010\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.196551724137931, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D3(DIM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D3(DIM)\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"11E1715\", \"33G11\", \"33G12\", \"90A13\", \"90B20\", \"11C11\", \"11F83\", \"11F84\"], \"cartesian_point_identification\": \"The image primarily features a tattered flag, and associated objects like a key, paper, and fragments, which are secondary; thus, 11A81 is assigned for the flag, but the tattered condition (11A96) allows for a more precise identification. The presence of the flag (11A81) is essential. The tattered nature of the flag (11A96) is also descriptive but less foundational. The context includes a wall (11C11) as background, and a key (11E102) and additional paper fragments (11E1015) add detail. The overall composition includes a vivid representation of decay (11A86) and torn elements (11A95).\n\nFinal selection: 11A81, 11A96, 11C11, 11E102, 11E1015, 11A86, 11A95\"}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(20THC)", "13A168"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(20THC)\", \"13A168\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.10159722222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.13867298578199053, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.032051370758883986, "best_hf1": 0.196551724137931, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A218", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DRAWING)", "13A168", "15B20", "16G97", "19B220", "21B463", "23F9", "24A12A(LOCKS)", "24A20", "24A20A(FISHWIRE)", "24A20A(THREE FISHWIRE)", "24A20A(THREES)", "24B94005", "24B9401", "24B94010", "31D11", "31J83", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A8", "33B1", "33C17", "33D1", "33D3(DIM)", "36A1621", "36A26", "37B232", "37B248", "45E84", "48A125", "48A244", "48C1511", "51C45", "59G14(GRUNGE FORM)", "73A", "9B104(19THC)", "9B284(20THC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 65, "gt_codes": ["49L12(P)", "49L171", "73E42"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G37(MAN)", "59U11(FORM)", "212B24(FORM)", "183A", "183M"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G37(MAN)\", \"59U11(FORM)\", \"212B24(FORM)\", \"183A\", \"183M\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(Scriptman)(Scribe)\"}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRIST ASCENDING INTO HEAVENS)\", \"31A235(DARPENING)\", \"24A23(APOSTLES)\", \"24D41(SERVICES)],\", \"30E232\"],}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "114C1", "114C8", "33A17"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"114C1\", \"114C8\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine)", "36A18(Abdonnateurs)", "36A20(danfet)", "36A24(Lupe)", "36A26(Carnation)", "36A26.1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine)\", \"36A18(Abdonnateurs)\", \"36A20(danfet)\", \"36A24(Lupe)\", \"36A26(Carnation)\", \"36A26.1\"]}", "finish": "stop"}, {"codes": ["2E118", "2E193", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E118\", \"2E193\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.053061224489795916, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(13TH CENTURYILITY)", "21D32(scribble)", "13A168(EARLIER BISHOP)", "13A169(EARLIER DECON CASE)", "1L160(EARLIER DEAN CASE)", "26F25(MS TEXT)", "26F26(MS COLOUR)", "27A96(MS ILLUSTRATION)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(13TH CENTURYILITY)\", \"21D32(scribble)\", \"13A168(EARLIER BISHOP)\", \"13A169(EARLIER DECON CASE)\", \"1L160(EARLIER DEAN CASE)\", \"26F25(MS TEXT)\", \"26F26(MS COLOUR)\", \"27A96(MS ILLUSTRATION)\"]}", "finish": "stop"}, {"codes": ["16G17", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE INITIAL OR CU)TOPICINSIDEBIBLIOTOREBIBLIAFINEART####", "121H(FigureInInitialInBysantinitic)", "121H(FigureInInitialInManuscriptFromBAMicrosoft)", "121H(SchemaInFigureInInitial)", "121H(SchemaInFigureInInitialFromBAMicrosoft)", "121J(FigureInInitialInBysantinitic)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE INITIAL OR CU)TOPICINSIDEBIBLIOTOREBIBLIAFINEART####\", \"121H(FigureInInitialInBysantinitic)\", \"121H(FigureInInitialInManuscriptFromBAMicrosoft)\", \"121H(SchemaInFigureInInitial)\", \"121H(SchemaInFigureInInitialFromBAMicrosoft)\", \"121J(FigureInInitialInBysantinitic)\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.01917022263450835, "best_hf1": 0.10857142857142858, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "114C1", "114C8", "11A1", "11A238", "11A8", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE INITIAL OR CU)TOPICINSIDEBIBLIOTOREBIBLIAFINEART####", "121H(FigureInInitialInBysantinitic)", "121H(FigureInInitialInManuscriptFromBAMicrosoft)", "121H(SchemaInFigureInInitial)", "121H(SchemaInFigureInInitialFromBAMicrosoft)", "121J(FigureInInitialInBysantinitic)", "13A168(EARLIER BISHOP)", "13A169(EARLIER DECON CASE)", "13A3701", "15B20", "16G17", "183A", "183M", "1B104(13TH CENTURYILITY)", "1L160(EARLIER DEAN CASE)", "212B24(FORM)", "21D32(scribble)", "23F9", "26F25(MS TEXT)", "26F26(MS COLOUR)", "27A96(MS ILLUSTRATION)", "2E118", "2E193", "31A0231", "31A0272", "31A1002", "31A12", "31D11", "31D16", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "32C4", "33A17", "33B1", "34A31", "36A162(Antoine)", "36A18(Abdonnateurs)", "36A20(danfet)", "36A24(Lupe)", "36A26(Carnation)", "36A26.1", "418A", "41A128", "41B3", "47C1511", "51C45", "59G14(GRUNGE FORM)", "59G37(MAN)", "59U11(FORM)", "630E", "631A", "73A244"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 66, "gt_codes": ["41D221(HAT)", "61B(+52)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BODY AND LOWER FACE)", "22A11(EAR)", "68B51(TYPE)"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BODY AND LOWER FACE)\", \"22A11(EAR)\", \"68B51(TYPE)\"], \"iconclass-description\": [\"A group (of people)\", \"A human body and lower face\", \"The ear of a person\", \"A type (portrait)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["30J0401", "30J0402", "30J0412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J0401\", \"30J0402\", \"30J0412\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30C009", "30C022"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30C009\", \"30C022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["30A181", "30E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.14269767441860465, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "31B117", "31B124"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"31B117\", \"31B124\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGERS)", "12F52(BREECH OR MINING POWER)", "12F52(General HATCHET, MINING SYMBOLOLOGY)", "12F11(MINING)", "20AAA5(People Who Donate Money)", "20AAA38(Offering)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGERS)\", \"12F52(BREECH OR MINING POWER)\", \"12F52(General HATCHET, MINING SYMBOLOLOGY)\", \"12F11(MINING)\", \"20AAA5(People Who Donate Money)\", \"20AAA38(Offering)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.020544478777036915, "best_hf1": 0.14269767441860465, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A218", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F11(MINING)", "12F52(BREECH OR MINING POWER)", "12F52(DIGGERS)", "12F52(General HATCHET, MINING SYMBOLOLOGY)", "15B14(BODY AND LOWER FACE)", "15B20", "16G97", "1B104", "1B113", "20AAA38(Offering)", "20AAA5(People Who Donate Money)", "20F93", "21D32", "22A11(EAR)", "305B", "30A129", "30A147", "30A181", "30C009", "30C022", "30C1511", "30E34", "30J0401", "30J0402", "30J0412", "31A0231", "31A0272", "31B112", "31B117", "31B124", "31H24", "31H28", "31L17", "32A1002", "32A107", "32A12", "32A19", "32B107", "32B114", "32B15", "32I515", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A128", "41B1", "41B3", "51F13", "53A", "59G14(GROUP)", "63A05", "68B51(TYPE)", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 67, "gt_codes": ["43A42"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "11A156(15TH CENTURY)", "33C4", "59C42", "12B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2 SPECTATORS)\", \"11A156(15TH CENTURY)\", \"33C4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1700+)\", \"24A12A(BRUT], (A]\", \"24A12A(A(FORTWREIGED HOOGTE VERMID)], (A]\", \"24B239\"}}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, 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"```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G30(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G30(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "21B4631", "24D63", "45E12"], "valid_json": true, "hf1": 0.14250000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"21B4631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "48C4", "75L6"], "valid_json": true, "hf1": 0.20117647058823532, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"48C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H28", "32L17"], "valid_json": true, "hf1": 0.12127659574468085, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H28\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31C172"], "valid_json": true, "hf1": 0.13411764705882354, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31C172\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "35A23", "33A8", "33D3(DREAM)"], "valid_json": true, "hf1": 0.12238052299368801, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"35A23\", \"33A8\", \"33D3(DREAM)\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.17692307692307696, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "31C13", "48C329", "48C34", "83M72"], "valid_json": true, "hf1": 0.26669724770642206, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"31C13\", \"48C329\", \"48C34\", \"83M72\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.08264900662251656, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720", "31B112", "32B5", "38L301", "38A8", "38A9"], "valid_json": true, "hf1": 0.17794561933534742, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31B112\", \"32B5\", \"38L301\", \"38A8\", \"38A9\"]}", "finish": "stop"}, {"codes": ["31E18", "31E12", "31E2", "31E16", "31A181"], "valid_json": true, "hf1": 0.13823062843197073, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31E18\", \"31E12\", \"31E2\", \"31E16\", \"31A181\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250,100,150(####)**,150,200,250,300)\", \"121D2(####)DIGGINGTinAAA5,150,200,250,300)\", \"121D2(####)**,150,200,250,300)\", \"121D2(####)DIGGINGTinAAA5,150,200,250,300)\", \"121D2(####)DIGGINGTinAAA5,150,200,250,300)\"}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.1907116104868914, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12042157362677532, "best_hf1": 0.26669724770642206, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "11A16", "11E34", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12I515", "16G97", "19B220", "21B4631", "23F9", "24D63", "305B28", "30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A12", "31A181", "31A235", "31A26", "31B112", "31C13", "31C172", "31E12", "31E16", "31E18", "31E2", "31H24", "31J84", "32A04", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32B5", "32C1511", "32C2", "32C26", "32H28", "32L17", "33A8", "33D1", "33D3(DREAM)", "34A31", "35A23", "36A1621", "38A8", "38A9", "38L301", "41A128", "45E12", "45E84", "48A244", "48C329", "48C34", "48C4", "51C45", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G30(GRUNGE FORM)", "63A05", "75L6", "81A08", "83M72"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 73, "gt_codes": ["25H114", "46A14", "47I214", "47I221"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", 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[\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "31A8", "32C4"], "valid_json": true, "hf1": 0.05181818181818182, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"31A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16"], "valid_json": true, "hf1": 0.07435897435897437, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\"]}", "finish": "stop"}, {"codes": ["32F52(DRAWING)", "32F53250, NO LIGHT OR SHADOW", "32F1350, BLACK, WHITE OR SYNI ESTRO", "33D11(PARAMETER LANDSCAPE)", "33D1250(NON LARGE LANDSCAPE)", "33D5450, SMALL OR DIMED LANDSCAPES"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32F52(DRAWING)\", \"32F53250, NO LIGHT OR SHADOW\", \"32F1350, BLACK, WHITE OR SYNI ESTRO\", \"33D11(PARAMETER LANDSCAPE)\", \"33D1250(NON LARGE LANDSCAPE)\", \"33D5450, SMALL OR DIMED LANDSCAPES\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.13000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03448214036198285, "best_hf1": 0.14623931623931627, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A30", "15B20", "16G97", "23F9", "30A04", "30A12", "30A18", "30B114", "30B128", "30B15", "30B51", "30B9", "30C1511", "30C34", "30C36", "30C37", "30H062(AQUATINT)", "30H117", "30J03", "30L853", "30P338", "30W51", "31A0231", "31A0272", "31A112", "31A118", "31A168", "31A235", "31A240", "31A244", "31A249", "31A28", "31A743", "31A8", "31C13", "31C32", "31D11", "31E12", "31F2", "31H24", "31H28", "31H36", "31H413", "31L17", "32A1002", "32A107", "32A12", "32A19", "32A43", "32B107", "32B15", "32C2", "32C26", "32C4", "32F1350, BLACK, WHITE OR SYNI ESTRO", "32F52(DRAWING)", "32F53250, NO LIGHT OR SHADOW", "33B1", "33D11(PARAMETER LANDSCAPE)", "33D1250(NON LARGE LANDSCAPE)", "33D3(DRAWING)", "33D5450, SMALL OR DIMED LANDSCAPES", "33E25(DRAWING)", "34A31", "40E04", "40E22", "41A128", "41A22", "42G2", "43A3701", "48A244", "48B16", "48C4", "51C45", "51F13", "51G6", "51M5", "54A114", "54F17", "57A30", "63A05", "75L6", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 74, "gt_codes": ["46C13142"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G11(EARLY INFLUENCES)", "63A13(ARCHAISM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G11(EARLY INFLUENCES)\", \"63A13(ARCHAISM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E820", "45E8601", "44D63", "45E12"], "valid_json": true, "hf1": 0.17272727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E820\", \"45E8601\", \"44D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["30A12", "30C51", "30C53", "30C56", "30C57", "30W51", "30W53", "30W57"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30C51\", \"30C53\", \"30C56\", \"30C57\", \"30W51\", \"30W53\", \"30W57\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H18", "32L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H18\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DIST)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DIST)\"]}", "finish": "stop"}, {"codes": ["31A18", "31A93", "31A1515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31A93\", \"31A1515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "32C13", "32C32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"32C13\", \"32C32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "31A8", "32C4"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"31A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["31E18", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31E18\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.029116883116883117, "best_hf1": 0.17272727272727273, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "15B20", "16G97", "23F9", "30A12", "30C51", "30C53", "30C56", "30C57", "30F238", "30W51", "30W53", "30W57", "31A0231", "31A0272", "31A1002", "31A12", "31A1515", "31A18", "31A235", "31A8", "31A93", "31D11", "31E12", "31E18", "31F2", "31H24", "31J84", "32A04", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C13", "32C1511", "32C2", "32C26", "32C32", "32C4", "32H18", "32L17", "33B1", "34A31", "36A06211", "37B232", "37B248", "37J", "37L", "37P33", "39B03(DIST)", "41A128", "43A3701", "44D63", "45E12", "45E820", "45E84", "45E8601", "48A181", "48A244", "48B16", "51C45", "51F13", "59G11(EARLY INFLUENCES)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "63A05", "63A13(ARCHAISM)", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 75, "gt_codes": ["45C22"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\",\n \"10B113\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(HOLLOW FORM)", "59G11(EARLY MEURKING)", "59G13(VERY EARLY MEURKING)", "59C237(MEUSE)", "14C17", "31M8"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(HOLLOW FORM)\", \"59G11(EARLY MEURKING)\", \"59G13(VERY EARLY MEURKING)\", \"59C237(MEUSE)\", \"14C17\", \"31M8\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "48E04"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"48E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DRESS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B63(DRESS)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["1HB39", "1E2", "1E53"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1HB39\", \"1E2\", \"1E53\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKGROUND OR LIGHT)", "159A####(OVAL)", "21C149(LANGUAGE: FRENCH)", "11C02(SHIRT AND RAAA CLOTHES)", "21F1(SKULLCAP)", "54G41(PORTRAIT)]", "44C671(DIAMOND)", "44C225(DIAMOND)", "33F13"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKGROUND OR LIGHT)\", \"159A####(OVAL)\", \"21C149(LANGUAGE: FRENCH)\", \"11C02(SHIRT AND RAAA CLOTHES)\", \"21F1(SKULLCAP)\", \"54G41(PORTRAIT)]\", \"44C671(DIAMOND)\", \"44C225(DIAMOND)\", \"33F13\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.031744047619047616, "best_hf1": 0.13333333333333333, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A218", "11C02(SHIRT AND RAAA CLOTHES)", "11E12", "11E1515", "11E162", "11E167", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H18", "11H413", "11H743", "12C489", "12F52(DIGRESSIVE)", "14C17", "159A####(OVAL)", "15B20", "1B104", "1B113", "1E2", "1E53", "1HB39", "20A45", "20F93", "21C149(LANGUAGE: FRENCH)", "21D32", "21F1(SKULLCAP)", "22C32(BACKGROUND OR LIGHT)", "24A12A", "24A26", "2E198", "2E199", "31A0231", "31A0272", "31D11", "31J03", "31M8", "32A107", "32B107", "32B114", "32B128", "32B15", "33A10", "33A12", "33B1", "33F13", "34A31", "36A16211", "37J", "37L", "37P33", "39B63(DRESS)", "41A128", "44C225(DIAMOND)", "44C671(DIAMOND)", "48A125", "48A97001", "48C1511", "48E04", "51F13", "54G41(PORTRAIT)]", "59C237(MEUSE)", "59G11(EARLY MEURKING)", "59G13(VERY EARLY MEURKING)", "59G14(GRUNGE FORM)", "59G24(HOLLOW FORM)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 76, "gt_codes": ["25H2", "43C121"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["31A240", "31A244", "31A249", "11A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A240\", \"31A244\", \"31A249\", \"11A30\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30B2212"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30B2212\"]}", "finish": "stop"}, {"codes": ["34A12", "31C51", "33C34", "31C36"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12\", \"31C51\", \"33C34\", \"31C36\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["31C151", "31A4", "31D231", "13C21"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31C151\", \"31A4\", \"31D231\", \"13C21\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "30K(DIST)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"30K(DIST)\"]}", "finish": "stop"}, {"codes": ["31A235", "10E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"10E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["33A04", "31C13", "48C329", "48C34", "48C32"], "valid_json": true, "hf1": 0.10740740740740742, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A04\", \"31C13\", \"48C329\", \"48C34\", \"48C32\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138C301", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138C301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.08764044943820226, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230(FORCED DIGGING)\", \"43A41\", \"43A51\", \"31A51(GROUSSER\")]", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.023648824386183938, "best_hf1": 0.13333333333333333, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "10E34", "11A16", "11A30", "11A8", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12I515", "138C301", "13C21", "16G97", "23F9", "30B2212", "30K(DIST)", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A240", "31A244", "31A249", "31A28", "31A4", "31A77", "31A89", "31A96", "31C13", "31C151", "31C36", "31C51", "31D11", "31D16", "31D231", "31E12", "31F2", "31J8401", "31J8402", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "32C4", "33A04", "33B1", "33C34", "34A12", "34B31", "41A128", "48A181", "48A244", "48B16", "48C32", "48C329", "48C34", "51C45", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 77, "gt_codes": ["86(ALSO WARDT DER HIMMEL UND DIE ERDTEN VOLLENDET)", "11A1", "71A2", "10", "11Q71444", "11P131"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n \"10B11\",\n \"10B12\",\n \"10B13\",\n \"10B14\"\n]\n```"}, "samples": [{"codes": ["59G14(GLOBO-CHRONOLOGICO)", "97A23(CALANDER)", "31D6(DECORATIVE PRINT)", "33C23", "59C42", "12B24"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GLOBO-CHRONOLOGICO)\", \"97A23(CALANDER)\", \"31D6(DECORATIVE PRINT)\", \"33C23\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": ["24A12A(CELESTIALE)", "24A12A(BRICKEL)", "24A12A(GARNITURE FORWURF)", "24A12A(ABBILDUNGEN)", "24A12A(ABBILDUNGEN MIT STERNE)(1-3)", "24A12A(ABBILDUNGEN)/MONDAY"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CELESTIALE)\", \"24A12A(BRICKEL)\", \"24A12A(GARNITURE FORWURF)\", \"24A12A(ABBILDUNGEN)\", \"24A12A(ABBILDUNGEN MIT STERNE)(1-3)\", \"24A12A(ABBILDUNGEN)/MONDAY\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.28713136729222516, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.20461538461538462, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C172"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C172\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J4912", "515A211", "47L61", "747A30"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J4912\", \"515A211\", \"47L61\", \"747A30\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THCENTILITY)", "28D32(slerve SLATED19THCENTURY)", "28D32(herer SLATED19THCENTURY)", "28D32(jacquesLamouroupSLATED19THCENTURY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THCENTILITY)\", \"28D32(slerve SLATED19THCENTURY)\", \"28D32(herer SLATED19THCENTURY)\", \"28D32(jacquesLamouroupSLATED19THCENTURY)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "15A13"], "valid_json": true, "hf1": 0.08444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.34288681204569055, "code_recall": 0.16666666666666666, "code_precision": 0.14285714285714285, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.08444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.22905923344947737, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0855287796356534, "best_hf1": 0.34288681204569055, "mean_code_recall": 0.010416666666666666, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12F52(DIGRESSIVE)", "15A13", "16G97", "20C33", "21L10", "22B159", "22C3250", "23F9", "24A12A(ABBILDUNGEN MIT STERNE)(1-3)", "24A12A(ABBILDUNGEN)", "24A12A(ABBILDUNGEN)/MONDAY", "24A12A(BRICKEL)", "24A12A(CELESTIALE)", "24A12A(GARNITURE FORWURF)", "25G9818", "26C172", "28D32(herer SLATED19THCENTURY)", "28D32(jacquesLamouroupSLATED19THCENTURY)", "28D32(slerve SLATED19THCENTURY)", "31D16", "31D6(DECORATIVE PRINT)", "31J8401", "31J8402", "31J8412", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A26", "33C23", "47C1511", "47L61", "48A98211", "48A98751", "49J4912", "515A211", "51C45", "59C42", "59G14(GLOBO-CHRONOLOGICO)", "73A244", "747A30", "97A23(CALANDER)", "9B104(19THCENTILITY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.010416666666666666, "code_recall@2": 0.020833333333333332, "code_recall@4": 0.041666666666666664, "code_recall@8": 0.08333333333333333, "code_recall@16": 0.16666666666666666, "union_code_recall": 0.16666666666666666}, {"index": 78, "gt_codes": ["41A2", "41B21", "42B71"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MAT)", "25C22(BUNK BED)", "56K15(TOMTILP MET)", "40U11(FORMALD)", "26A12(HEATER)", "30D1(ARMCHAIR)", "44K3"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MAT)\", \"25C22(BUNK BED)\", \"56K15(TOMTILP MET)\", \"40U11(FORMALD)\", \"26A12(HEATER)\", \"30D1(ARMCHAIR)\", \"44K3\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "89V220", "212M63"], "valid_json": true, "hf1": 0.07972972972972973, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(INTERIOR),24W5000"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR),24J20A,\"], \"iconclass-codes\": [\"24A12A(INTERIOR),24W5000\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Agriculturalorforestryworkerspullingorcombingwoodfibreorhairforuseasnurban\u7684\u9648 \u7ec7\u7269for\u62a4\u7406\u3001\u4fdd\u6696)\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["9200231", "11151724", "43D13601"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9200231\", \"11151724\", \"43D13601\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(INDOOR)", "9B112(COLD AND HUMID CLIMATE)", "9B112(OPENING)", "9B114(NUITROIL)", "9B114(PUCE)", "9B115", "9B116(DISINTEGRATING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(INDOOR)\", \"9B112(COLD AND HUMID CLIMATE)\", \"9B112(OPENING)\", \"9B114(NUITROIL)\", \"9B114(PUCE)\", \"9B115\", \"9B116(DISINTEGRATING)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(INDOOR RESIDENCE)", "51T362"], "valid_json": true, "hf1": 0.09957805907172995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(INDOOR RESIDENCE)\", \"51T362\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11F18", "18A25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11F18\", \"18A25\"]}", "finish": "stop"}, {"codes": ["52A28", "52B232", "52B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"52A28\", \"52B232\", \"52B248\"]}\n```", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.02689423680009123, "best_hf1": 0.09957805907172995, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11151724", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F18", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12D489", "15B14(BANK MAT)", "16G97", "18A25", "20A45", "20C33", "20F93", "212M63", "21B10", "24A12A(INTERIOR),24W5000", "25C22(BUNK BED)", "26A12(HEATER)", "2E198", "2E199", "30D1(ARMCHAIR)", "31A1002", "31A12", "31J84", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33A17", "40U11(FORMALD)", "43D13601", "44E51", "44K3", "45E84", "46I34", "47C1511", "51T362", "52A28", "52B232", "52B248", "55A13", "56K15(TOMTILP MET)", "59G14(GROUP)", "89V220", "9200231", "99K4(INDOOR RESIDENCE)", "9B104", "9B112(COLD AND HUMID CLIMATE)", "9B112(OPENING)", "9B113", "9B114(INDOOR)", "9B114(NUITROIL)", "9B114(PUCE)", "9B115", "9B116(DISINTEGRATING)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 79, "gt_codes": ["31A2211", "61B(+2)"], "greedy": {"codes": ["20B11", "20B111", "20B112", "20B113", "20B114", "20B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B111\", \"20B112\", \"20B113\", \"20B114\", \"20B115\"]}"}, "samples": [{"codes": ["59G14(Germany)", "59P4049(Right of S.)", "11A3056(19th Century)", "13L44", "11C42", "13E24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany)\", \"59P4049(Right of S.)\", \"11A3056(19th Century)\", \"13L44\", \"11C42\", \"13E24\"]}", "finish": "stop"}, {"codes": ["27A107", "35B107", "37B15", "37B16"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B107\", \"37B15\", \"37B16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(cover-pages),24A12A(cover-pages),24A12A(cover-pages),24A12A(cover-pages),4D810\"}]", "finish": "stop"}, {"codes": ["1.11(INK)", "1.27(BRUSH)", "1.3(HAND)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1.11(INK)\", \"1.27(BRUSH)\", \"1.3(HAND)\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u7b7e\uff0c\u4e0d\u662f\u8eab\u4efd\u7b7e\u3002\u7b7e\u540d\u4e0a\u6709\u738b\u540e\u5fbd\u7ae0\uff0c\u8fd9\u662f\u4e00\u79cd\u88c5\u9970\u6027\u56fe\u6848\uff0c\u901a\u5e38\u51fa\u73b0\u5728\u62a4\u7406\u7b7e\u4e0a\uff0c\u7528\u4e8e\u7b7e\u540d\u8005\u7684\u8eab\u4efd\u8bc1\u660e\u3002\u56e0\u6b64\uff0c\u8fd9\u5f20\u62a4\u7406\u7b7e\uff08\u62a4\u7406\u7b7e\u662f\u8eab\u4efd\u7b7e\u7684\u4e00\u79cd\uff09\u5e94\u8be5\u88ab\u8bc6\u522b\u4e3a\u62a4\u7406\u7b7e\uff0c\u800c\u4e0d\u662f\u8eab\u4efd\u7b7e\u3002\"}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16.1A193", "16.1C194", "16.2E51", "19.E4", "31H611", "31H62"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1A193\", \"16.1C194\", \"16.2E51\", \"19.E4\", \"31H611\", \"31H62\"]}", "finish": "stop"}, {"codes": ["15B20", "33D11", "33F1", "13A3"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"33D11\", \"33F1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11.18S", "32E2", "32F2", "48B16", "48CF1"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11.18S\", \"32E2\", \"32F2\", \"48B16\", \"48CF1\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITAL FILE)", "22C3250, NO CONTENTS, PAPER LINED####"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL FILE)\", \"22C3250, NO CONTENTS, PAPER LINED####\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04763194444444445, "best_hf1": 0.19, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["05S31", "1.11(INK)", "1.27(BRUSH)", "1.3(HAND)", "11.18S", "11A218", "11A3056(19th Century)", "11C42", "11E1515", "11E162", "11E167", "11H(FRANCIS)", "12F52(DIGITAL FILE)", "13A3", "13E24", "13L44", "15B20", "16.1A193", "16.1C194", "16.2E51", "19.E4", "1B104", "1B113", "21D32", "22C3250, NO CONTENTS, PAPER LINED####", "23F9", "25G18", "25G93", "27A107", "31H611", "31H62", "31J03", "32E2", "32F2", "33A10", "33A12", "33D11", "33F1", "35B107", "37B15", "37B16", "45E04", "47C1511", "48A244", "48B16", "48CF1", "51613", "51C45", "59G14(Germany)", "59P4049(Right of S.)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 80, "gt_codes": ["73D721"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"31B10\",\n\t\"31B11\",\n\t\"31B12\",\n\t\"31B13\",\n\t\"31B14\",\n\t\"31B15\",\n\t\"31B16\",\n\t\"31B17\",\n\t\"31B18\",\n\t\"31B19\",\n\t\"31B20\",\n\t\"31B21\",\n\t\"31B22\",\n\t\"31B23\",\n\t\"31B24\",\n\t\"31B25\",\n\t\"31B26\",\n\t\"31B27\",\n\t\"31B28\",\n\t\"31B29\",\n\t\"31B30\",\n\t\"31B31\",\n\t\"31B32\",\n\t\"31B33\",\n\t\"31B34\",\n\t\"31B35\",\n\t\"31B36\",\n\t\"31B37\",\n\t\"31B38\",\n\t\"31B39\",\n\t\"31B40\",\n\t\"31B41\",\n\t\"31B42\",\n\t\"31B43\",\n\t\"31B44\",\n\t\"31B45\",\n\t\"31B46\",\n\t\"31B47\",\n\t\"31B48\",\n\t\"31B49\",\n\t\"31B50\",\n\t\"31B51\",\n\t\"31B52\",\n\t\"31B53\",\n\t\"31B54\",\n\t\"31B55\",\n\t\"31B56\",\n\t\"31B57\",\n\t\"31B58\",\n\t\"31B59\",\n\t\"31B60\",\n\t\"31B61\",\n\t\"31B62\",\n\t\"31B63\",\n\t\"31B64\",\n\t\"31B65\",\n\t\"31B66\",\n\t\"31B67\",\n\t\"31B68\",\n\t\"31B69\",\n\t\"31B70\",\n\t\"31B71\",\n\t\"31B72\",\n\t\"31B73\",\n\t\"31B74\",\n\t\"31B75\",\n\t\"31B76\",\n\t\"31B77\",\n\t\"31B78\",\n\t\"31B79\",\n\t\"31B80\",\n\t\"31B81\",\n\t\"31B82\",\n\t\"31B83\",\n\t\"31B84\",\n\t\"31B85\",\n\t\"31B86\",\n\t\"31B87\",\n\t\"31B88\",\n\t\"31B89\",\n\t\"31B90\",\n\t\"31B91\",\n\t\"31B92\",\n\t\"31B93\",\n\t\"31B94"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "11A156(15TH CENTURY)", "33C4", "59C42", "12B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2 SPECTATORS)\", \"11A156(15TH CENTURY)\", \"33C4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A", "105P42", "33L02", "33A03", "24A10A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"105P42\", \"33L02\", \"33A03\", \"24A10A\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "114C1", "114C8", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"114C1\", \"114C8\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(PIUMINET)]", "145"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(PIUMINET)]\", \"145\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGG)", "37B232", "37B248", "37B249", "37B293", "52C3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGG)\", \"37B232\", \"37B248\", \"37B249\", \"37B293\", \"52C3\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "105P42", "114C1", "114C8", "11A1", "11A156(15TH CENTURY)", "11A238", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGG)", "12B24", "12D489", "145", "15B20", "16G97", "1B104", "1B113", "23A45", "23F93", "24A10A", "24A12A", "28D32", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A51213", "31D11", "31D16", "31F12", "31H40411", "31J83011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "33A03", "33A17", "33B15", "33C30", "33C4", "33L02", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "37B232", "37B248", "37B249", "37B293", "41A128", "44E51", "47C1511", "47I34", "48A125", "48A28", "48C40", "51F13", "51G6", "51M5", "52C3", "59C42", "59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "60A3", "63A05", "81A08", "99K4(PIUMINET)]"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 81, "gt_codes": ["23O11", "46C215(RUDDER)", "57A6(+4)", "86(FIDEM FATI VIRTUTE SEQUEMUR)", "92B11221"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GOAT-\u00adFARES\u00e8)", "49I22(MUNGLA)"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GOAT-\u00adFARES\u00e8)\", \"49I22(MUNGLA)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["24A12A(11/2PSEUDO-HALYBE)", "29B33A(11/2PSEUDO-HALYBE)", "4D8104", "75L03"], "valid_json": true, "hf1": 0.10143497757847533, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(11/2PSEUDO-HALYBE)\", \"29B33A(11/2PSEUDO-HALYBE)\", \"4D8104\", \"75L03\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D32", "33D17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D32\", \"33D17\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.05714285714285714, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "601A118", "601A58"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"601A118\", \"601A58\"]}", "finish": "stop"}, {"codes": ["1B104(1)", "1B105(1)", "1B251(1)", "1B256(1)", "25C101(1)", "25C102(1)", "25C103(1)", "25C104(1)", "25C105(1)"], "valid_json": true, "hf1": 0.05588235294117647, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(1)\", \"1B105(1)\", \"1B251(1)\", \"1B256(1)\", \"25C101(1)\", \"25C102(1)\", \"25C103(1)\", \"25C104(1)\", \"25C105(1)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "138L301", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.03636363636363636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03500493833008341, "best_hf1": 0.10857142857142857, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A238", "11A8", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12C489", "12F52(DIGRESSIVE)", "138L301", "15B20", "16G97", "1B104(1)", "1B105(1)", "1B251(1)", "1B256(1)", "22B159", "22C3250", "23F93", "24A12A(11/2PSEUDO-HALYBE)", "25C101(1)", "25C102(1)", "25C103(1)", "25C104(1)", "25C105(1)", "25G98", "25G99", "29B33A(11/2PSEUDO-HALYBE)", "31A10", "31A12", "31D11", "31D16", "31J8401", "31J8402", "32A107", "32A19", "32B107", "32B114", "32B15", "32C4", "33A17", "33A8", "33B1", "33D1", "33D17", "33D32", "36A1621", "36A26", "47C1511", "48A125", "49I22(MUNGLA)", "4D8104", "59G14(GOAT-\u00adFARES\u00e8)", "601A118", "601A58", "72A023", "72A051", "72A433", "75L03"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 82, "gt_codes": ["48A9876", "48C244"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10B117\", \"10B118\", \"10B119\", \"10B120\", \"10B121\", \"10B122\", \"10B123\", \"10B124\", \"10B125\", \"10B126\", \"10B127\", \"10B128\", \"10B129\", \"10B130\", \"10B131\", \"10B132\", \"10B133\", \"10B134\", \"10B135\", \"10B136\", \"10B137\", \"10B138\", \"10B139\", \"10B140\", \"10B141\", \"10B142\", \"10B143\", \"10B144\", \"10B145\", \"10B146\", \"10B147\", \"10B148\", \"10B149\", \"10B150\", \"10B151\", \"10B152\", \"10B153\", \"10B154\", \"10B155\", \"10B156\", \"10B157\", \"10B158\", \"10B159\", \"10B160\", \"10B161\", \"10B162\", \"10B163\", \"10B164\", \"10B165\", \"10B166\", \"10B167\", \"10B168\", \"10B169\", \"10B170\", \"10B171\", \"10B172\", \"10B173\", \"10B174\", \"10B175\", \"10B176\", \"10B177\", \"10B178\", \"10B179\", \"10B180\", \"10B181\", \"10B182\", \"10B183\", \"10B184\", \"10B185\", \"10B186\", \"10B187\", \"10B188\", \"10B189\", \"10B190\", \"10B191\", \"10B192\", \"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59114(Germanyamburg", "59114(Germanyamburgma", "59114(Germanyamburgb", "59114(Germanyburgmalmn", "25A126", "25A118", "25A128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(Germanyamburg\", \"59114(Germanyamburgma\", \"59114(Germanyamburgb\", \"59114(Germanyburgmalmn\", \"25A126\", \"25A118\", \"25A128\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "523A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"523A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.16632352941176473, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (PLAIN), (OR), (FULL SIZE)", "29B(DRAWING)", "29B(DRAWING)", "29B(DRAWING)", "29B(DRAWING)", "33B23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (PLAIN), (OR), (FULL SIZE)\", \"29B(DRAWING)\", \"29B(DRAWING)\", \"29B(DRAWING)\", \"29B(DRAWING)\", \"33B23\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.35902597402597397, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33B29", "33D38", "33D39", "33D40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33B29\", \"33D38\", \"33D39\", \"33D40\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(21STC)", "1B216(21STC)", "25C101(ESTATE)", "25C103(LANDLORD)", "25C106(LAND)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(21STC)\", \"1B216(21STC)\", \"25C101(ESTATE)\", \"25C103(LANDLORD)\", \"25C106(LAND)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "33D11", "33D15", "33D30", "48A28", "48A40"], "valid_json": true, "hf1": 0.2714285714285714, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"33D11\", \"33D15\", \"33D30\", \"48A28\", \"48A40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.15887931034482758, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.22027888446215138, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07349601685458057, "best_hf1": 0.35902597402597397, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "15B20", "16G97", "18B16", "1B104(19THC)", "1B204(21STC)", "1B216(21STC)", "22A107", "22B159", "22C3250", "23F9", "24A12A(LOCKS), (PLAIN), (OR), (FULL SIZE)", "25A1", "25A118", "25A126", "25A128", "25C101(ESTATE)", "25C103(LANDLORD)", "25C106(LAND)", "26C7", "29B(DRAWING)", "2E198", "2E199", "31J03", "32A19", "33A06", "33A10", "33A100", "33A102", "33A12", "33A26", "33A37", "33B23", "33B29", "33D11", "33D15", "33D30", "33D38", "33D39", "33D40", "35B2", "35C7", "45E04", "45E22", "45E246", "48A125", "48A244", "48A28", "48A40", "48C1511", "51C45", "523A", "59114(Germanyamburg", "59114(Germanyamburgb", "59114(Germanyamburgma", "59114(Germanyburgmalmn"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 83, "gt_codes": ["11Q651", "31A24(+1)", "31D15:61BB", "41D222(RUFF)", "41D262", "41D26611", "46A12", "61B(+53)"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.07839195979899498, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MATTER)", "19C2111(BIODATA/CONTINUATION)", "31D33(SUBTITLE)"], "valid_json": true, "hf1": 0.18006535947712418, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MATTER)\", \"19C2111(BIODATA/CONTINUATION)\", \"31D33(SUBTITLE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0747305389221557, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.21735127478753538, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "48C4", "75L6"], "valid_json": true, "hf1": 0.15733267716535435, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"48C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.08880597014925375, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.1522752808988764, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.078, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A18", "31A93", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.2509090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31A93\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.33236727045596504, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.10570093457943927, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.23944353518821604, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.20505050505050507, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12F52(BACKDROP OR LIGHT PANEL)", "19A####(PORTRAIT IN STINT, ENGRAVING AFTER PAINTING)", "11E####(PORTRAIT BOOKLET)", "52D53"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12F52(BACKDROP OR LIGHT PANEL)\", \"19A####(PORTRAIT IN STINT, ENGRAVING AFTER PAINTING)\", \"11E####(PORTRAIT BOOKLET)\", \"52D53\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.24, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": 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JOSEPH)\", \"121D2(14TH HUNTER)\", \"121D2(CARDINAL)\", \"121D2(SHIRT)\", \"121D2(SHOULDER PATCH)\", \"121D2(CAP)\"]}", "finish": "stop"}, {"codes": ["46A218", "46A93151", "48C415", "48D1", "48D11"], "valid_json": true, "hf1": 0.23122362869198315, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A218\", \"46A93151\", \"48C415\", \"48D1\", \"48D11\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.053997181088953246, "best_hf1": 0.23122362869198315, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A156(ROOM WITH DRAWING)", "11C42", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(14TH HUNTER)", "121D2(CAP)", "121D2(CARDINAL)", "121D2(DOMINIC)", "121D2(SHIRT)", "121D2(SHOULDER PATCH)", "121D2(ST. JOSEPH)", "13D44", "13E24", "15B20", "16024(1200-1267_1)", "16114(1268-13027_9)", "163A05", "16G97", "16I19", "1B104(19TH CENTURYILITY)", "2113(1683-1717ENSITY)", "212M63", "21D322", "24A12A(LOCKS), (24A12A) CASTLE", "2E198", "2E199", "31A43", "31B15", "31D11", "32A107", "32B107", "32B114", "32B128", "32B15", "32J03", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "37J", "37K(E)", "41B1", "41B3", "45E04", "46A218", "46A93151", "47C1511", "48C415", "48D1", "48D11", "49A2", "49B2", "59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "601A11", "72A023", "72A051", "72A433", "73A", "81A08", "86A060(D2)", "86A061(D1)", "86A062(A1)", "89V220", "9012(105-170(17)", "90C1A(FOREIGN BUILDING)", "90C1W(BATTLE SECTION OF CASTLE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 86, "gt_codes": ["25G3", "25H", "41A1", "46C2", "46C24"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\",\n \"30B15\"\n]\n```"}, "samples": [{"codes": ["59G14(GROUPED FORMS)", "59G49(RIVERS)", "59J111(BIODIVERSITY)", "59J30(TROLL)", "59U11(FORMALISED)", "59U1141(WATER)", "59U13(HOUSES)", "59U1775(TREES)", "8F16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FORMS)\", \"59G49(RIVERS)\", \"59J111(BIODIVERSITY)\", \"59J30(TROLL)\", \"59U11(FORMALISED)\", \"59U1141(WATER)\", \"59U13(HOUSES)\", \"59U1775(TREES)\", \"8F16\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.13333333333333336, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["30A12", "30C51", "30C53", "30C56", "30C57", "30W51", "30W53", "30W57"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30C51\", \"30C53\", \"30C56\", \"30C57\", \"30W51\", \"30W53\", \"30W57\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "32H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"32H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DRAIN)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DRAIN)\"]}", "finish": "stop"}, {"codes": ["31A235", "19E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"19E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.1628571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["30A04", "31C13", "48C329", "48C34", "83M72"], "valid_json": true, "hf1": 0.09327835051546393, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A04\", \"31C13\", \"48C329\", \"48C34\", \"83M72\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "44A8", "44C40"], "valid_json": true, "hf1": 0.10809160305343513, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"44A8\", \"44C40\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.09327835051546393, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D250(FISHING)", "159A####(CANAL)", "21C149(LANDSCAPE SKETCH)", "111A2(SHIRT)", "25B253(TREE BP)"], "valid_json": true, "hf1": 0.11692307692307694, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250(FISHING)\", \"159A####(CANAL)\", \"21C149(LANDSCAPE SKETCH)\", \"111A2(SHIRT)\", \"25B253(TREE BP)\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12932642487046633, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.052318017629273905, "best_hf1": 0.1628571428571429, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["111A2(SHIRT)", "11A16", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGING)", "121D250(FISHING)", "12I515", "159A####(CANAL)", "15B20", "16G97", "19E34", "21C149(LANDSCAPE SKETCH)", "23F9", "25B253(TREE BP)", "305B28", "30A04", "30A12", "30C1511", "30C51", "30C53", "30C56", "30C57", "30W51", "30W53", "30W57", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A28", "31C13", "31D11", "31E12", "31F2", "31H24", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "32H28", "33A17", "33B1", "34A31", "36A06211", "37J", "37L", "37P33", "39B03(DRAIN)", "41A128", "43A3701", "44A8", "44C40", "45E04", "45E22", "45G2", "48A181", "48A244", "48B16", "48C329", "48C34", "51C45", "59G14(GROUPED FORMS)", "59G49(RIVERS)", "59J111(BIODIVERSITY)", "59J30(TROLL)", "59U11(FORMALISED)", "59U1141(WATER)", "59U13(HOUSES)", "59U1775(TREES)", "63A05", "81A08", "83M72", "8F16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 87, "gt_codes": ["31A2421", "61B(+52)", "61B:31D14"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113", "10B114", "10B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\"]}"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MAT)", "25C22(BOP)", "45O13(FLOOR)", "48D34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MAT)\", \"25C22(BOP)\", \"45O13(FLOOR)\", \"48D34\"], \"note\": \"This classification reflects a composite structure derived from the image\u2019s central oblong pose of a figure (likely a semi-archetype or king), arranged around an oval-shaped frame. The surrounding space and architectural elements suggest a Creation scaffolding scene, with dominant compositional features typical of ceremonial or symbolic representation. The central figure and architectural details (e.g., proposed arch) align with a portal or throne genre, reinforcing the presence of symbolic elements like a rumored arch. This creates a structured, hierarchical visual narrative, as seen in formal *prismofestum* imagery.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A(APRIL\u78a9)", "24A33(AUGUST)", "24A60", "24A66(AUGUSTWINTER)", "24A74", "25F03"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APRIL\u78a9)\", \"24A33(AUGUST)\", \"24A60\", \"24A66(AUGUSTWINTER)\", \"24A74\", \"25F03\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u8096\u50cf\uff0c\u4e0d\u662f\u8eab\u4efd\u8096\u50cf\u3002\u6b63\u786e\u7684\u7c7b\u522b\u5e94\u8be5\u662f '36A06211'\uff08\u56e2\u7247\u8096\u50cf\uff09\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.31002680965147456, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16.1.1", "25E95", "25I3", "29B15", "29C1", "29C2", "14C163", "84A1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1.1\", \"25E95\", \"25I3\", \"29B15\", \"29C1\", \"29C2\", \"14C163\", \"84A1\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001"], "valid_json": true, "hf1": 0.13411764705882356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGERS)\", \"12F52(BACKPACK)\", \"12F54(####)**, \"12F56(SHOVEL)**, \"12F5(G\u8425\u5546)**, \"12F5(SHIRT)\", \"12F55(HOODIE)**, \"12F53(GLOVES)\", \"12F52(SHOES)**, \"12F51(DOGHOUND)\"}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C589"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C589\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.045571528544393634, "best_hf1": 0.31002680965147456, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C589", "14C163", "15B14(BANK MAT)", "15B20", "16.1.1", "1B104", "1B113", "20F93", "21D32", "24A12A(APRIL\u78a9)", "24A33(AUGUST)", "24A60", "24A66(AUGUSTWINTER)", "24A74", "25C22(BOP)", "25E95", "25F03", "25I3", "29B15", "29C1", "29C2", "2E198", "2E199", "31A0231", "31A0272", "31D11", "31J03", "32A107", "32B107", "32B114", "32B128", "32B15", "33A10", "33A12", "33B1", "34A31", "41A128", "41B1", "41B3", "45E04", "45E22", "45E24", "45F04", "45O13(FLOOR)", "47C1511", "48A97001", "48D34", "51613", "59G14(GROUP)", "630E", "631A", "84A1"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 88, "gt_codes": ["25G3", "25H"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["30G14011", "30P40407", "32C21113", "32D51630", "32D51631"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30G14011\", \"30P40407\", \"32C21113\", \"32D51630\", \"32D51631\"]}", "finish": "stop"}, {"codes": ["30A107", "30B107", "30B15", "30B114", "30B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A107\", \"30B107\", \"30B15\", \"30B114\", \"30B128\"]}", "finish": "stop"}, {"codes": ["30J03011(SERENITY)", "30J22011(LANDING PLACES)", "30J24011(ISHING)", "30J39011(STORMY SEAS)", "30K04011(FORESTS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J03011(SERENITY)\", \"30J22011(LANDING PLACES)\", \"30J24011(ISHING)\", \"30J39011(STORMY SEAS)\", \"30K04011(FORESTS)\"], \"note\": \"matches scene composition\"}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A(LOCKS),30A12C(WIGS),30A12D(HAIR),30A12E(HAIR FORWIRE),30C10(FASHION OF HAIR FOR GIRLS),23C09(TREE TRUNK),23C09(TREE STEM),23B06(TREE BRANCH)]}", "finish": "stop"}, {"codes": ["31A118", "31A743", "11A01", "11A116", "54L23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"11A01\", \"11A116\", \"54L23\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["30H062(AQUATICVEGETATION)", "30H063(WATERTREE)", "30H064(DROUGHT)", "30H065(DROUGHT)", "30K16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30H062(AQUATICVEGETATION)\", \"30H063(WATERTREE)\", \"30H064(DROUGHT)\", \"30H065(DROUGHT)\", \"30K16\"]}", "finish": "stop"}, {"codes": ["30A18", "30B9", "30D22", "54A114", "54F17", "57A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A18\", \"30B9\", \"30D22\", \"54A114\", \"54F17\", \"57A30\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["30A04", "31C13", "31C32", "31F13", "31G6", "31M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A04\", \"31C13\", \"31C32\", \"31F13\", \"31G6\", \"31M5\"]}", "finish": "stop"}, {"codes": ["12G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3", "50L11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3\", \"50L11\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48CF1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48CF1\"]}", "finish": "stop"}, {"codes": ["32F52", "33A37", "32F52", "32E59"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32F52\", \"33A37\", \"32F52\", \"32E59\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.004974489795918368, "best_hf1": 0.07959183673469389, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A01", "11A116", "12G97", "15B20", "23F9", "30A04", "30A107", "30A18", "30B107", "30B114", "30B128", "30B15", "30B9", "30C1511", "30D22", "30G14011", "30H062(AQUATICVEGETATION)", "30H063(WATERTREE)", "30H064(DROUGHT)", "30H065(DROUGHT)", "30J03011(SERENITY)", "30J22011(LANDING PLACES)", "30J24011(ISHING)", "30J39011(STORMY SEAS)", "30K04011(FORESTS)", "30K16", "30P40407", "31A0231", "31A0272", "31A1002", "31A118", "31A12", "31A235", "31A28", "31A743", "31C13", "31C32", "31D11", "31E12", "31F13", "31F2", "31G6", "31H24", "31H28", "31L17", "31M5", "32A19", "32A43", "32B15", "32C2", "32C21113", "32C26", "32D51630", "32D51631", "32E59", "32F52", "33A37", "33B1", "34A31", "41A128", "43A3", "48A244", "48B16", "48CF1", "50L11", "51C45", "54A114", "54F17", "54L23", "57A30", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 89, "gt_codes": ["25F3"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59O14(GRUNGE-CHATTER)", "59O17(FRESSER)", "59O17(BERRO)", "59O30(DIVER)", "59U11(FORM)", "212B24"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59O14(GRUNGE-CHATTER)\", \"59O17(FRESSER)\", \"59O17(BERRO)\", \"59O30(DIVER)\", \"59U11(FORM)\", \"212B24\"]}", "finish": "stop"}, {"codes": ["31A235", "31B2", "31C7", "523A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31B2\", \"31C7\", \"523A\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A)WREATH", "24A12", "24A13", "24A14", "24A15", "24A16", "24A17", "24A18", "24A19", "24A20", "24A21"], "valid_json": true, "hf1": 0.18999999999999997, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WREATH\", \"24A12\", \"24A13\", \"24A14\", \"24A15\", \"24A16\", \"24A17\", \"24A18\", \"24A19\", \"24A20\", \"24A21\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H168", "11H169", "31A132", "31A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H168\", \"11H169\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "12E1515", "11A16"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"12E1515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["92L42", "92L425", "24J24", "24J2411"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"92L425\", \"24J24\", \"24J2411\"]}", "finish": "stop"}, {"codes": ["1B104(bird)", "1B104(BIRDS)", "1B1161", "1B11612"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(bird)\", \"1B104(BIRDS)\", \"1B1161\", \"1B11612\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A235", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A235\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "138L30(LONG BILLED WARBLER)", "32C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L30(LONG BILLED WARBLER)\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGING)", "12F52(BITTERN OR PINETAIL)", "9A####(OPLAT)", "12F59(LANGUAGE)", "12F511(PARAMATURIC OR ANNOTATIVE COMMUNICATION)", "12F52(SONG)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGING)\", \"12F52(BITTERN OR PINETAIL)\", \"9A####(OPLAT)\", \"12F59(LANGUAGE)\", \"12F511(PARAMATURIC OR ANNOTATIVE COMMUNICATION)\", \"12F52(SONG)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C489"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C489\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.037038690476190475, "best_hf1": 0.18999999999999997, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11A218", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H118", "11H119", "11H168", "11H169", "11H743", "12C489", "12E1515", "12F511(PARAMATURIC OR ANNOTATIVE COMMUNICATION)", "12F52(BITTERN OR PINETAIL)", "12F52(DIGGING)", "12F52(SONG)", "12F59(LANGUAGE)", "138L30(LONG BILLED WARBLER)", "15B20", "16G97", "16G99", "1B104(BIRDS)", "1B104(bird)", "1B1161", "1B11612", "20F93", "212B24", "24A12", "24A12A(LOCKS), (24A12A)WREATH", "24A13", "24A14", "24A15", "24A16", "24A17", "24A18", "24A19", "24A20", "24A21", "24J24", "24J2411", "2E198", "2E199", "31A10", "31A12", "31A132", "31A235", "31A77", "31A781", "31A89", "31A96", "31B2", "31C7", "31D11", "31F12", "31H404", "31J84011", "31J88911", "32C40", "33B1", "34E51", "39F4", "39H6", "47C1511", "523A", "59O14(GRUNGE-CHATTER)", "59O17(BERRO)", "59O17(FRESSER)", "59O30(DIVER)", "59U11(FORM)", "92L42", "92L425", "9A####(OPLAT)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, 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\"11A156(156)\", \"11A154\", \"11A12\", \"11B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.22800000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A(1705P)\", \"30A12A(BRUTEL)\", \"30B22A(DIEGOT)\", \"30B22A(KONST)], \"30B22B(DRAKE]\", 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false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CV)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315(LES MYTHES)", "48G345", "48G349"], "valid_json": true, "hf1": 0.11814955640050699, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315(LES MYTHES)\", \"48G345\", \"48G349\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1510271172500574, "best_hf1": 0.3845415384615385, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11E34", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D26(CV)", "12I515", "15B14(BANKETS)", "15B20", "16G97", "25C22(BOPPYA)", "305B28", "30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "31A0231", "31A0272", "31A235", "31B112", "31J84", "32A1002", "32A107", "32A12", "32A195", "32B107", "32B114", "32B15", "33A17", "34B31", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "37B232", "37B248", "38L30", "41A128", "41B1", "41B3", "41K28", "42C4", "44E51", "45E2", "45E82", "45E84", "47I34", "48A2185", "48C1511", "48C4", "48G315(LES MYTHES)", "48G345", "48G349", "4B104", "4B113", "4B114(SEDUCE THE FEMALE)", "4B132", "4B25", "59G14(GROUP)", "630E", "631A", "68B51(TITLE)", "75L6", "99K4(ORIGINAL PAINTING)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 92, "gt_codes": ["25I", "45D22(+32)", "46C24(FLUYT)", "46C24:47K", "46CC21"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\",\n \"30B15\",\n \"30B16\",\n \"30B17\",\n \"30B18\",\n \"30B19\",\n \"30B20\",\n \"30B21\",\n \"30B22\",\n \"30B23\",\n \"30B24\",\n \"30B25\",\n \"30B26\",\n \"30B27\",\n \"30B28\",\n \"30B29\",\n \"30B30\",\n \"30B31\",\n \"30B32\",\n \"30B33\",\n \"30B34\",\n \"30B35\",\n \"30B36\",\n \"30B37\",\n \"30B38\",\n \"30B39\",\n \"30B40\",\n \"30B41\",\n \"30B42\",\n \"30B43\",\n \"30B44\",\n \"30B45\",\n \"30B46\",\n \"30B47\",\n \"30B48\",\n \"30B49\",\n \"30B50\",\n \"30B51\",\n \"30B52\",\n \"30B53\",\n \"30B54\",\n \"30B55\",\n \"30B56\",\n \"30B57\",\n \"30B58\",\n \"30B59\",\n \"30B60\",\n \"30B61\",\n \"30B62\",\n \"30B63\",\n \"30B64\",\n \"30B65\",\n \"30B66\",\n \"30B67\",\n \"30B68\",\n \"30B69\",\n \"30B70\",\n \"30B71\",\n \"30B72\",\n \"30B73\",\n \"30B74\",\n \"30B75\",\n \"30B76\",\n \"30B77\",\n \"30B78\",\n \"30B79\",\n \"30B80\",\n \"30B81\",\n \"30B82\",\n \"30B83\",\n \"30B84\",\n \"30B85\",\n \"30B86\",\n \"30B87\",\n \"30B88\",\n \"30B89\",\n \"30B90\",\n \"30B91\",\n \"30B92\",\n \"30B93\",\n \"30B94\","}, "samples": [{"codes": ["59G14(GROUPED FORM)", "59G24(FROM A DISTANCE)", "59D13(SHALL-WATER)", "63B13(AT SEA)", "63C42(SHIP IN ACTIVITY)", "64B21(HARBOUR SCENE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FORM)\", \"59G24(FROM A DISTANCE)\", \"59D13(SHALL-WATER)\", \"63B13(AT SEA)\", \"63C42(SHIP IN ACTIVITY)\", \"64B21(HARBOUR SCENE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WRECKING SHIP], (24A12A)WREACHING SHIP], (24A12A)WRECKING SHIP], (24A12A)WREACHING SHIP]\", \"24A12A(LOCKS), (24A12A)WRECKING SHIP], (24A12A)WREACHING SHIP]\", \"24A12A(LOCKS), (24A12A)WRECKING SHIP], (24A12A)WREACHING SHIP]\", \"24A12A(LOCKS), (24A12A)WRECKING SHIP], (24A12A)WREACHING SHIP]\", \"24A12A(LOCKS), (24A12A)WRECKING SHIP], (24A12A)WREACHING SHIP]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DISTANCE)", "39E25(RADIOACTIVE WASTE)", "51M25601"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DISTANCE)\", \"39E25(RADIOACTIVE WASTE)\", \"51M25601\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "15E1515", "11A16"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"15E1515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24J24", "14601"], "valid_json": true, "hf1": 0.12932642487046633, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24J24\", \"14601\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(ROUNDHOUSE)", "9B117"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(ROUNDHOUSE)\", \"9B117\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["61E18", "61E12", "61F2", "61F16", "61A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"61E18\", \"61E12\", \"61F2\", \"61F16\", \"61A181\"]}", "finish": "stop"}, {"codes": ["121D26(COURIER)", "121D270,121B159(####)**,121D26,121D270,121D160(####)****20AAA5,121A270,121A815*****121D5260,121B5710*****121E6222****121A233(####)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURIER)\", \"121D270,121B159(####)**,121D26,121D270,121D160(####)****20AAA5,121A270,121A815*****121D5260,121B5710*****121E6222****121A233(####)\"]}", "finish": "stop"}, {"codes": ["41A218", "43F9", "51C45", "43F2", "511", "51A"], "valid_json": true, "hf1": 0.11877659574468084, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"43F9\", \"51C45\", \"43F2\", \"511\", \"51A\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.029860834392842303, "best_hf1": 0.12932642487046633, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(COURIER)", "121D270,121B159(####)**,121D26,121D270,121D160(####)****20AAA5,121A270,121A815*****121D5260,121B5710*****121E6222****121A233(####)", "14601", "15E1515", "16G97", "20C33", "21B10", "24J24", "2E198", "2E199", "31J8401", "31J8402", "31J8412", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A26", "33C17", "36A06211", "37J", "37L", "37P33", "39B03(DISTANCE)", "39E25(RADIOACTIVE WASTE)", "40L115", "41A218", "43F2", "43F9", "47C1511", "511", "51A", "51C45", "51M25601", "55A13", "59D13(SHALL-WATER)", "59G14(GROUPED FORM)", "59G24(FROM A DISTANCE)", "61A181", "61E12", "61E18", "61F16", "61F2", "63B13(AT SEA)", "63C42(SHIP IN ACTIVITY)", "64B21(HARBOUR SCENE)", "92L42", "9B104", "9B113", "9B114(ROUNDHOUSE)", "9B117", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 93, "gt_codes": ["11P31521", "11Q713", "11Q7131(CHOIR SCREEN)", "11Q71454", "11Q72", "11Q7311", "25I", "31A233", "31A415", "34B11", "41B311", "42E141", "46A151"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.12266666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GOTHIC ARCHITECTURE)", "59G14(GOTHIC CHAPEL)", "59G14(GOTHIC CHURCH)", "59G14(GOTHIC TEMPLE)", "59G14(GOTHIC WALTERSCHEID)", "59G18(GOTHIC BUILDING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GOTHIC ARCHITECTURE)\", \"59G14(GOTHIC CHAPEL)\", \"59G14(GOTHIC CHURCH)\", \"59G14(GOTHIC TEMPLE)\", \"59G14(GOTHIC WALTERSCHEID)\", \"59G18(GOTHIC BUILDING)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.07500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G246", "45G406", "45A51"], "valid_json": true, "hf1": 0.1565217391304348, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G246\", \"45G406\", \"45A51\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR OF CHURCHOR CHURCH)\", \"24A12A(INTERIOR OF CHAPEL)\", \"24A25(TRUTH OF INTERIOR OF CHURCH OR CHAPEL)\", \"42M909(ARCH)\", \"42K149(CATHECHETAL)\", \"42J702\"*,\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":\":", "finish": "length"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.2468085106382979, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "114C1", "114C8", "33A17"], "valid_json": true, "hf1": 0.2805261359754014, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"114C1\", \"114C8\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.07500000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A0621", "36A0668", "36A0833", "36A0865", "36A0889"], "valid_json": true, "hf1": 0.07125000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A0621\", \"36A0668\", \"36A0833\", \"36A0865\", \"36A0889\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.2460526315789474, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["92A023", "92A051", "48A43", "48A4411", "1630", "92M11"], "valid_json": true, "hf1": 0.1103225806451613, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92A023\", \"92A051\", \"48A43\", \"48A4411\", \"1630\", \"92M11\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(ARCH)\", \"1B105(FIRST KNEE ARCH)\", \"1B106(FIRST KNEE ARCH)\", \"1B109(TWIN ARCH)\", \"1B111(FIR...\u201d]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.15928046421663442, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "43A8", "43A9"], "valid_json": true, "hf1": 0.2144, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"43A8\", \"43A9\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.3385968586387434, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(CATHEDRAL OR CHURCH)", "10E110(ACTING IN A CATHEDRAL)", "10E149(LISTENER)", "10E111(WORSHIPPER)", "10E115(CHURCH LARGE)", "10E381(CENTER AIDED)", "10E494(PATHWAYS)", "10H150(CALLED AELTIOTHRASSA)"], "valid_json": true, "hf1": 0.12266666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CATHEDRAL OR CHURCH)\", \"10E110(ACTING IN A CATHEDRAL)\", \"10E149(LISTENER)\", \"10E111(WORSHIPPER)\", \"10E115(CHURCH LARGE)\", \"10E381(CENTER AIDED)\", \"10E494(PATHWAYS)\", \"10H150(CALLED AELTIOTHRASSA)\"]}", "finish": "stop"}, {"codes": ["41A218", "41A93", "42C489", "42D45"], "valid_json": true, "hf1": 0.128500823723229, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"42C489\", \"42D45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.13905790070084478, "best_hf1": 0.3385968586387434, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["10E110(ACTING IN A CATHEDRAL)", "10E111(WORSHIPPER)", "10E115(CHURCH LARGE)", "10E149(LISTENER)", "10E381(CENTER AIDED)", "10E494(PATHWAYS)", "10H150(CALLED AELTIOTHRASSA)", "114C1", "114C8", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CATHEDRAL OR CHURCH)", "15B20", "1630", "16G97", "2E198", "2E199", "31D11", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33C17", "36A0621", "36A0668", "36A0833", "36A0865", "36A0889", "41A218", "41A93", "41B1", "41B3", "42C489", "42D45", "43A3701", "43A8", "43A9", "45A51", "45E04", "45E22", "45G246", "45G406", "47C1511", "48A43", "48A4411", "59G14(GOTHIC ARCHITECTURE)", "59G14(GOTHIC CHAPEL)", "59G14(GOTHIC CHURCH)", "59G14(GOTHIC TEMPLE)", "59G14(GOTHIC WALTERSCHEID)", "59G18(GOTHIC BUILDING)", "92A023", "92A051", "92M11"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 94, "gt_codes": ["33C23", "25H13", "11G", "46E1", "46E221", "25F72(SNAIL)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(Germanic-\u00adEuropean)", "48A97021(Coloured)", "13C56(Many)", "63B63(With Text)", "59C42(Fabricated)", "48A91011(Etching)", "48A87629(Other)", "59F54(Baroque)"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adEuropean)\", \"48A97021(Coloured)\", \"13C56(Many)\", \"63B63(With Text)\", \"59C42(Fabricated)\", \"48A91011(Etching)\", \"48A87629(Other)\", \"59F54(Baroque)\"]}", "finish": "stop"}, {"codes": ["31A107", "31B20", "31C315", "31C316", "31D16"], "valid_json": true, "hf1": 0.05689149560117302, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A107\", \"31B20\", \"31C315\", \"31C316\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J88011", "31J88012", "31F12", "31H404"], "valid_json": true, "hf1": 0.05682656826568266, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J88011\", \"31J88012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(woodblock),24A12A(woodcut),24A12A(engraving),24A12A(etching),4D810\"}]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33C17"], "valid_json": true, "hf1": 0.28602442333785616, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.16202531645569618, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J4912", "515A211", "47L61", "73A230"], "valid_json": true, "hf1": 0.1688888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J4912\", \"515A211\", \"47L61\", \"73A230\"]}", "finish": "stop"}, {"codes": ["31D023", "31D15", "24D24", "14G01"], "valid_json": true, "hf1": 0.15719387755102043, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31D023\", \"31D15\", \"24D24\", \"14G01\"]}", "finish": "stop"}, {"codes": ["9B104(19THCENTILITY)", "28D32", "51F13(1685-1717)", "51F13(105-1717)", "5L16"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THCENTILITY)\", \"28D32\", \"51F13(1685-1717)\", \"51F13(105-1717)\", \"5L16\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "33C23"], "valid_json": true, "hf1": 0.24776025236593063, "code_recall": 0.16666666666666666, "code_precision": 0.16666666666666666, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"33C23\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.23479591836734692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.18239999999999998, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MIDI)", "41C149(LANGUAGE:GERMAN)", "41E102(SHIRT)", "55B25(DDRAWING)"], "valid_json": true, "hf1": 0.17776744186046511, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MIDI)\", \"41C149(LANGUAGE:GERMAN)\", \"41E102(SHIRT)\", \"55B25(DDRAWING)\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489", "23A45"], "valid_json": true, "hf1": 0.16926174496644295, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14137367405021, "best_hf1": 0.28602442333785616, "mean_code_recall": 0.010416666666666666, "distinct_sets": 16, "union_codes": ["11A1", "11A238", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGRESSIVE)", "12C489", "13C56(Many)", "14G01", "15B20", "16G97", "22C32(BACKDROP OR SETTING)", "23A45", "23F93", "24D24", "25G9818", "28D32", "31A107", "31B20", "31C315", "31C316", "31D023", "31D11", "31D15", "31D16", "31F12", "31H404", "31J88011", "31J88012", "32A19", "32A43", "32B15", "32C2", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33C17", "33C23", "33C30", "39A####(MIDI)", "41C149(LANGUAGE:GERMAN)", "41E102(SHIRT)", "47L61", "48A28", "48A87629(Other)", "48A91011(Etching)", "48A97021(Coloured)", "48A98211", "48A98751", "48C1511", "48C40", "49J4912", "515A211", "51F13(105-1717)", "51F13(1685-1717)", "55B25(DDRAWING)", "59C42(Fabricated)", "59F54(Baroque)", "59G14(Germanic-\u00adEuropean)", "5L16", "63B63(With Text)", "73A230", "9B104(19THCENTILITY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.010416666666666666, "code_recall@2": 0.020833333333333332, "code_recall@4": 0.041666666666666664, "code_recall@8": 0.08333333333333333, "code_recall@16": 0.16666666666666666, "union_code_recall": 0.16666666666666666}, {"index": 95, "gt_codes": ["31A235", "31D15:61BB", "61B(+54)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.08444444444444443, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.14477272727272728, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["32J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B6", "30B10"], "valid_json": true, "hf1": 0.156, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B6\", \"30B10\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.2875675675675676, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A162(AUTO PORTRAIT)(PORTRAIT)", "36A1623(AUTO PORTRAIT)", "36A164(PORTRAIT)"], "valid_json": true, "hf1": 0.15653061224489798, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(AUTO PORTRAIT)(PORTRAIT)\", \"36A1623(AUTO PORTRAIT)\", \"36A164(PORTRAIT)\"], \"explanation\": \"The image shows a woman, the artist or the subject is the artist's portrait. The style is well-known Baroque, thus, 36A164. Also the dress is polished silk.\"}", "finish": "stop"}, {"codes": ["30A181", "30E14", "32I515", "114B"], "valid_json": true, "hf1": 0.13819819819819823, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E14\", \"32I515\", \"114B\"]}", "finish": "stop"}, {"codes": ["32A023", "32A051", "44A43", "46A111"], "valid_json": true, "hf1": 0.11304347826086956, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A023\", \"32A051\", \"44A43\", \"46A111\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "2G13", "2G161", "1B126", "1B25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"2G13\", \"2G161\", \"1B126\", \"1B25\"]}", "finish": "stop"}, {"codes": ["16.1.1932", "16.3.1", "16.3.101", "16.3.103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1.1932\", \"16.3.1\", \"16.3.101\", \"16.3.103\"]}", "finish": "stop"}, {"codes": ["10720", "37B112", "35B5", "37C301", "37A8", "37A40"], "valid_json": true, "hf1": 0.14411428571428572, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"37B112\", \"35B5\", \"37C301\", \"37A8\", \"37A40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D263", "33D2", "250E1101", "42A41"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D263\", \"33D2\", \"250E1101\", \"42A41\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "12D4901", "21A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"12D4901\", \"21A17\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09352680559128541, "best_hf1": 0.2875675675675676, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "114B", "11A1", "11A218", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D263", "12B24", "12D489", "12D4901", "16.1.1932", "16.3.1", "16.3.101", "16.3.103", "1B104", "1B113", "1B126", "1B25", "20F93", "21A17", "250E1101", "2G13", "2G161", "305B", "30A12A", "30A12B", "30A12C", "30A181", "30B10", "30B3", "30B6", "30C1511", "30E14", "31H24", "31H28", "31L17", "32A023", "32A051", "32A1002", "32A107", "32A12", "32B107", "32B114", "32B15", "32I515", "32J03", "33A4", "33D2", "35B5", "36A162(AUTO PORTRAIT)(PORTRAIT)", "36A1623(AUTO PORTRAIT)", "36A164(PORTRAIT)", "37A40", "37A8", "37B112", "37C301", "41B1", "41B3", "42A41", "44A43", "45E04", "45E22", "45E246", "45E406", "45E512", "46A111", "53A", "59A14011", "59A14411", "59C21111", "59C42", "6K15163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 96, "gt_codes": ["25G3", "25H213"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["31A240", "31A244", "31A249", "11A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A240\", \"31A244\", \"31A249\", \"11A30\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "30C4", "30C6", "30M90", "30K12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"30C4\", \"30C6\", \"30M90\", \"30K12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["30H062(AQUATINT)", "30H063(AQUATOINCH)", "30H330(ETCHE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30H062(AQUATINT)\", \"30H063(AQUATOINCH)\", \"30H330(ETCHE)\"]}", "finish": "stop"}, {"codes": ["30A18", "30B9", "31A235", "32114", "32115", "32A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A18\", \"30B9\", \"31A235\", \"32114\", \"32115\", \"32A30\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["30A04", "31C13", "31C32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A04\", \"31C13\", \"31C32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["31E18", "31E12", "31F2", "31F16", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31E18\", \"31E12\", \"31F2\", \"31F16\", \"31A181\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "23F93", "12C489"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F93\", \"12C489\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0059375, "best_hf1": 0.095, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A30", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "12C489", "15B20", "16G97", "23F93", "305B", "30A04", "30A12", "30A18", "30B51", "30B9", "30C1511", "30C34", "30C36", "30C37", "30C4", "30C6", "30H062(AQUATINT)", "30H063(AQUATOINCH)", "30H330(ETCHE)", "30K12", "30M90", "30W51", "31A0231", "31A0272", "31A1002", "31A12", "31A181", "31A235", "31A240", "31A244", "31A249", "31C13", "31C32", "31D11", "31E12", "31E18", "31F16", "31F2", "31H24", "31H28", "31J03", "31L17", "32114", "32115", "32A107", "32A19", "32A30", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33B15", "33C30", "34A31", "37B232", "37B248", "41A128", "41K28", "42C40", "45E04", "45E22", "45G2", "51F13", "53A02", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 97, "gt_codes": ["11H(JOHN CHRYSOSTOM)36"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROMAGE)", "59G11(EERIOD)", "59C163(CANTILEVER)", "59A164(PALMENTED MOUND)", "59G21(RIGHTANGULAR SCROLL)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROMAGE)\", \"59G11(EERIOD)\", \"59C163(CANTILEVER)\", \"59A164(PALMENTED MOUND)\", \"59G21(RIGHTANGULAR SCROLL)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J0401", "31J0402", "30B0212", "30B0240", "31A0512"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, 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[\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L30", "41K28", "42C4"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L30\", \"41K28\", \"42C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11F18", "18A25"], "valid_json": true, "hf1": 0.36347826086956525, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11F18\", \"18A25\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248", "37B249"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\", \"37B249\"]}", "finish": "stop"}, {"codes": ["31A235", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1326935817805383, "best_hf1": 0.6666666666666666, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H166", "11H168", "11H743", "121D2(DRAWING)", "12D489", "15B20", "16G97", "18A25", "1B104", "1B113", "21D32", "23A45", "23F93", "24A12A(NU DUCT)", "24A33A(NU DUCT EAU)", "24B22A(NATURAL MORTWIRE)", "24C04", "25F03", "25F09", "2E198", "2E199", "305B28", "30B0212", "30B0240", "31A0231", "31A0272", "31A0512", "31A1002", "31A12", "31A132", "31A235", "31A781", "31B112", "31J0401", "31J0402", "32A107", "32A195", "32B107", "32B114", "32B15", "34A31", "35B5", "36A1621", "36D1", "36D2", "36D3", "36D63", "36D7", "37B232", "37B248", "37B249", "38L30", "41A128", "41K28", "42C4", "44E51", "46I34", "47C1511", "51F13", "51G6", "51M5", "59A164(PALMENTED MOUND)", "59C163(CANTILEVER)", "59G11(EERIOD)", "59G14(GRUNGE FORM)", "59G21(RIGHTANGULAR SCROLL)", "59G24(FROMAGE)", "63A05", "81A08", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 98, "gt_codes": ["12CC13(ISIS)", "20"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GREEK FORMS SEA GODDRESS)", "59G23(CYPRICOPICUS)", "60B51(WHO)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GREEK FORMS SEA GODDRESS)\", \"59G23(CYPRICOPICUS)\", \"60B51(WHO)\"], \"iconclass-description\": [\"Greek mythology: female figures associated with the sea, goddesses, nymphs\", \"Mythology: figure holding a pitcher or vessel, often associated with water, but also with other objects\", \"Mythology: person with a horned crown, halo, or headpiece\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30O4212"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30O4212\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(NUSSBERGER)\" \"24A12A(BRUTAU)\" \"24A12A(LACHAPELLE)\" \"24A12A(ROBIN)\" \"24A12B(ROSSEMUISTER)\" \"24A12B(LE STRAS)\" \"24A12C(SLY)\" \"24A12C(ABERCRUBBIAN)\" \"24A12C(BOLTON)\" \"24A12C(NOWLAND JR)\" \"24A12D(HAYWARD)\" \"24A12D(SMITH)\"} \"24A12E(PENLOTTER)\" \"24A12D(MEGALLARD)\" \"24A12D(FESSAN)\" \"24A12D(WILLIAMS)\" \"24A12D(X YOUNG)\" \"24A12D(BENARI)\")\n \"24A12E(GILMORE)\" \"24A12E(DILKE)\" \"24A12F(CHALLISS)\"}\n \"24A12F(BRITT)\"\n \"24A12A(ROBIN)\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.1329608938547486, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.19416309012875538, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["9B104(19TH CENTURYILITY)", "28D329", "28D331", "28D217"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19TH CENTURYILITY)\", \"28D329\", \"28D331\", \"28D217\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.11176470588235293, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590####"], "valid_json": true, "hf1": 0.2682352941176471, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590####\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07190358233230233, "best_hf1": 0.2682352941176471, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "15B20", "16D04", "16G97", "18A10", "22B1590####", "22C3250", "28D217", "28D329", "28D331", "2E198", "2E199", "30O4212", "31A1002", "31A12", "31D11", "31J8401", "31J8402", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33B1", "36A1621", "36D1", "36D2", "36D3", "36D6", "41B1", "41B3", "47C1511", "48A2185", "48G315", "59G14(GREEK FORMS SEA GODDRESS)", "59G23(CYPRICOPICUS)", "60B51(WHO)", "72A023", "72A051", "72A433", "72A438", "73A", "9B104(19TH CENTURYILITY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 99, "gt_codes": ["11Q712", "22C8", "25H17:41D422", "25I", "25I5", "41A17", "41D427", "47D31", "47I1421"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["39G14(GROUPED FIGURES IN A LANDSCAPE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"39G14(GROUPED FIGURES IN A LANDSCAPE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["30J03", "40E04", "44V22", "44V24", "12404"], "valid_json": true, "hf1": 0.1281438127090301, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J03\", \"40E04\", \"44V22\", \"44V24\", \"12404\"]}", "finish": "stop"}, {"codes": ["30A12", "30C51", "30C53", "30C56", "30C57", "30W51", "30W53", "30W57"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30C51\", \"30C53\", \"30C56\", \"30C57\", \"30W51\", \"30W53\", \"30W57\"]}", "finish": "stop"}, {"codes": ["31A118", "31A743", "14A01", "21B116", "52L23"], "valid_json": true, "hf1": 0.08837209302325581, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"14A01\", \"21B116\", \"52L23\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30H062(Agricultural Scene FROM BEHIND A HILL)\", \"30F033(Farmland 30F033)\", \"30E25(Rural Landscape 30E25)\", \"30F191(Farmland Landscape)\", \"30F201(Farmland Neighborhood)\", \"31H046(Plainscape View)\", \"31F448(Farmland Distant Church)\", \"31F266(Cityscape View OF FARMLAND\")]}.", "finish": "stop"}, {"codes": ["30A18", "30B9", "30D22", "54A114", "54F17", "57A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A18\", \"30B9\", \"30D22\", \"54A114\", \"54F17\", \"57A30\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "44A43", "46A111"], "valid_json": true, "hf1": 0.09349112426035502, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"44A43\", \"46A111\"]}", "finish": "stop"}, {"codes": ["30A04", "31C13", "31C32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A04\", \"31C13\", \"31C32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["12.1A193", "12.1C194", "12.4E51", "12.E4(with INN)", "12.E45"], "valid_json": true, "hf1": 0.03983402489626556, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12.1A193\", \"12.1C194\", \"12.4E51\", \"12.E4(with INN)\", \"12.E45\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B15", "33C30", "431A8", "326B"], "valid_json": true, "hf1": 0.08109324758842444, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B15\", \"33C30\", \"431A8\", \"326B\"]}", "finish": "stop"}, {"codes": ["31E18", "31E12", "31E2", "31E16", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31E18\", \"31E12\", \"31E2\", \"31E16\", \"31A181\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32F52(DIGGERS)\", \"32H32(BULETS OR SPITBILLS)\", \"32H13(ROAD)\", \"31C93\", \"52C30(NATURE DEAD)\", \"52C20(NATURE INTIMATE)\", \"52C40(SYMBOLIC ORGAN)\", \"52C50(SYMBOLIC PANTHEONATH CORS)\", \"52H100(CORPS OF WATER STORM)], \"description\": \"Livin'\"", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "41A244"], "valid_json": true, "hf1": 0.21231067961165045, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"41A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04020281138056134, "best_hf1": 0.21231067961165045, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["10720", "12.1A193", "12.1C194", "12.4E51", "12.E4(with INN)", "12.E45", "12404", "14A01", "20F9", "21B116", "305B28", "30A04", "30A12", "30A18", "30B9", "30C1511", "30C51", "30C53", "30C56", "30C57", "30D22", "30J03", "30W51", "30W53", "30W57", "31A023", "31A051", "31A1002", "31A118", "31A12", "31A181", "31A235", "31A743", "31C13", "31C32", "31D11", "31E12", "31E16", "31E18", "31E2", "31H24", "31H28", "31L17", "326B", "32A107", "32B107", "32B114", "32B15", "33B15", "33C30", "39G14(GROUPED FIGURES IN A LANDSCAPE)", "40E04", "41A244", "431A8", "44A43", "44V22", "44V24", "46A111", "51C45", "51F13", "51G6", "51M5", "52L23", "54A114", "54F17", "57A30"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 100, "gt_codes": ["25F711", "25F711(BUTTERFLY)", "41A671", "48C24"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUPED FORMS)", "59G49(RANGE OF SPECTRUM FORM)", "59G68(GROUP OF THINGS)", "33E4", "59C42", "59C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FORMS)\", \"59G49(RANGE OF SPECTRUM FORM)\", \"59G68(GROUP OF THINGS)\", \"33E4\", \"59C42\", \"59C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128", "32E170", "33A161", "54C183"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\", \"32E170\", \"33A161\", \"54C183\"]}", "finish": "stop"}, {"codes": ["31J04", "40E04", "44V22", "44V24", "44V24"], "valid_json": true, "hf1": 0.12116504854368933, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J04\", \"40E04\", \"44V22\", \"44V24\", \"44V24\"]}", "finish": "stop"}, {"codes": ["34A12", "34F51", "34L34", "34Q16", "34R32", "34W51", "48C4", "73L6"], "valid_json": true, "hf1": 0.10363636363636364, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12\", \"34F51\", \"34L34\", \"34Q16\", \"34R32\", \"34W51\", \"48C4\", \"73L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002", "31A22", "31A356", "25A2", "25C7"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\", \"31A22\", \"31A356\", \"25A2\", \"25C7\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DWARF)", "39E25", "43A005", "43C01"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DWARF)\", \"39E25\", \"43A005\", \"43C01\"]}", "finish": "stop"}, {"codes": ["31A235", "19E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"19E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.13277310924369748, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["3B104(19THC)", "3B204(FLORIALSHAFT)", "3B208(STANDINGSHOETHUFA)", "3B215(STANDINGHEADHUNNA)", "3B224(FLOWERHEADS)", "3B228(HEADPHENOX)", "3B234(FLOWERHEADCICOTH)", "3B306(BELTONINEHEAD)", "40H230(LILAEUMC)", "10A416(ROSES)", "10A417(REDROSEB)", "10A418(ROSEREDMED)", "10A419(ROSEREDDET)"], "valid_json": true, "hf1": 0.026575809199318567, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104(19THC)\", \"3B204(FLORIALSHAFT)\", \"3B208(STANDINGSHOETHUFA)\", \"3B215(STANDINGHEADHUNNA)\", \"3B224(FLOWERHEADS)\", \"3B228(HEADPHENOX)\", \"3B234(FLOWERHEADCICOTH)\", \"3B306(BELTONINEHEAD)\", \"40H230(LILAEUMC)\", \"10A416(ROSES)\", \"10A417(REDROSEB)\", \"10A418(ROSEREDMED)\", \"10A419(ROSEREDDET)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(FLORAL STUCK)", "45A63"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(FLORAL STUCK)\", \"45A63\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.12324324324324323, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["33D2", "53B101", "54A110", "59B105", "61B22", "62D2", "67F1", "81C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"53B101\",\n \"54A110\",\n \"59B105\",\n \"61B22\",\n \"62D2\",\n \"67F1\",\n \"81C4\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.17882352941176471, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07347016931654346, "best_hf1": 0.17882352941176471, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10A416(ROSES)", "10A417(REDROSEB)", "10A418(ROSEREDMED)", "10A419(ROSEREDDET)", "11A1", "11A16", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12I515", "16G97", "19E34", "20C33", "21B10", "23F9", "25A2", "25C7", "31A0231", "31A0272", "31A1002", "31A12", "31A22", "31A235", "31A356", "31J04", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "32E170", "33A161", "33A17", "33D2", "33E4", "34A12", "34A31", "34F51", "34L34", "34Q16", "34R32", "34W51", "36A06211", "37J", "37L", "37P33", "39B03(DWARF)", "39E25", "3B104(19THC)", "3B204(FLORIALSHAFT)", "3B208(STANDINGSHOETHUFA)", "3B215(STANDINGHEADHUNNA)", "3B224(FLOWERHEADS)", "3B228(HEADPHENOX)", "3B234(FLOWERHEADCICOTH)", "3B306(BELTONINEHEAD)", "40E04", "40H230(LILAEUMC)", "41A128", "41B1", "41B3", "43A005", "43C01", "44E51", "44V22", "44V24", "45A63", "46I34", "47C1511", "48A244", "48C4", "51C45", "53B101", "54A110", "54C183", "55A13", "59B105", "59C42", "59C44", "59G14(GROUPED FORMS)", "59G49(RANGE OF SPECTRUM FORM)", "59G68(GROUP OF THINGS)", "61B22", "62D2", "63A05", "67F1", "73L6", "81A08", "81C4", "99K4(FLORAL STUCK)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 101, "gt_codes": ["12A751", "49B24"], "greedy": {"codes": ["20B11", "20B11", "20B11", "20B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B11\", \"20B11\", \"20B11\"]}"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adchristian-\u00adG\u201d), \"59I19(Coptic), \"59P56(Pre-\u00addiaspora)\"], \"iconclass-description\": \"\"}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": ["24A12A(ILLUMINATED MANUSCRIPT)", "31A235(DRAWS SCENE)", "24A10(FINALWREATH)", "48C4317", "48E42"], "valid_json": true, "hf1": 0.08764044943820226, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ILLUMINATED MANUSCRIPT)\", \"31A235(DRAWS SCENE)\", \"24A10(FINALWREATH)\", \"48C4317\", \"48E42\"], \"description\": \"Right:\", \"image_url\": \"https://upload.wikimedia.org/wikipedia/commons/6/67/N%C3%BCrnberger hours \u0646\u06cc\u0645\u0631\u06af_1.jpg\", \"ampersand\": true, \"oronym\": \"German\"}", "finish": "stop"}, {"codes": ["21H118", "21H74", "21H80", "21H93", "25E23", "25E73"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21H118\", \"21H74\", \"21H80\", \"21H93\", \"25E23\", \"25E73\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05A31"], "valid_json": true, "hf1": 0.09915966386554621, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(13THC)", "1B204(14THC)", "1B416(16THC)", "25C101(FASTIGIATED BEHEADED IMAGE)", "25L160(SACRED TEXT)", "25L267(CATHOLIC TEXT)", "25L54C(14THC)", "39F54(VERNAL EQUINOX)", "57012(BAPTIZER)", "100416(ANNUNCiations)", "100516(MADRANCHES)", "101516(DANCERS)", "33B23", "33U16"], "valid_json": true, "hf1": 0.09105058365758754, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(13THC)\", \"1B204(14THC)\", \"1B416(16THC)\", \"25C101(FASTIGIATED BEHEADED IMAGE)\", \"25L160(SACRED TEXT)\", \"25L267(CATHOLIC TEXT)\", \"25L54C(14THC)\", \"39F54(VERNAL EQUINOX)\", \"57012(BAPTIZER)\", \"100416(ANNUNCiations)\", \"100516(MADRANCHES)\", \"101516(DANCERS)\", \"33B23\", \"33U16\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "27I34", "24E51", "29K4", "31H6"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"27I34\", \"24E51\", \"29K4\", \"31H6\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "13A3301", "11A8", "32C40"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"13A3301\", \"11A8\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235", "906G"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\", \"906G\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULETS OR PINES)", "39A####(MAGICAL HORN)", "14F31(DIPLOMETIC EMPLOYEE)", "22C262"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULETS OR PINES)\", \"39A####(MAGICAL HORN)\", \"14F31(DIPLOMETIC EMPLOYEE)\", \"22C262\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05645048998865493, "best_hf1": 0.16285714285714287, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "100416(ANNUNCiations)", "100516(MADRANCHES)", "101516(DANCERS)", "11A238", "11A8", "11E1515", "11E162", "11E167", "11E18", "11H24", "11H28", "12F52(DIGRESSIVE)", "13A3301", "14F31(DIPLOMETIC EMPLOYEE)", "16G97", "18B20", "1B104(13THC)", "1B204(14THC)", "1B416(16THC)", "21H118", "21H74", "21H80", "21H93", "22A107", "22C262", "22C32(BULETS OR PINES)", "23E12", "23F9", "24A10(FINALWREATH)", "24A12A(ILLUMINATED MANUSCRIPT)", "24E51", "25C101(FASTIGIATED BEHEADED IMAGE)", "25E23", "25E73", "25G18", "25G93", "25L160(SACRED TEXT)", "25L267(CATHOLIC TEXT)", "25L54C(14THC)", "27I34", "29K4", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A235(DRAWS SCENE)", "31A25", "31A72", "31A77", "31A89", "31A96", "31D11", "31H6", "31J8401", "31J8402", "31J8412", "32A195", "32C40", "33A17", "33B1", "33B23", "33U16", "34A31", "35B2", "35C7", "39A####(MAGICAL HORN)", "39F54(VERNAL EQUINOX)", "41A128", "48C1511", "48C4317", "48E42", "51C45", "52A9", "57012(BAPTIZER)", "630E", "631A", "73A244", "906G"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 102, "gt_codes": ["31D15"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GREEK FORM)", "59G24(GREEK FEMALE FORM)", "59J38(GREEK FEMALE IN RHOPE)", "59J39(GREEK FEMALE IN DOODEN)", "48B101", "48B13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GREEK FORM)\", \"59G24(GREEK FEMALE FORM)\", \"59J38(GREEK FEMALE IN RHOPE)\", \"59J39(GREEK FEMALE IN DOODEN)\", \"48B101\", \"48B13\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.1959183673469388, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A", "24A12B", "33C02", "33C03", "33C04", "33C05"], "valid_json": true, "hf1": 0.16, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"24A12B\", \"33C02\", \"33C03\", \"33C04\", \"33C05\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.39493670886075954, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.22518518518518518, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.18082191780821918, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.3780429594272076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.13063990449760274, "best_hf1": 0.39493670886075954, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DRAWING)", "15B20", "16G97", "1B104", "1B113", "20F9", "21D32", "24A12A", "24A12B", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31D11", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A17", "33B1", "33C02", "33C03", "33C04", "33C05", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B232", "37B248", "41A128", "45E04", "45E22", "45E24", "45F04", "48A1", "48B101", "48B13", "48B3", "48C1511", "51C45", "51F13", "51G6", "51M5", "59G14(GREEK FORM)", "59G24(GREEK FEMALE FORM)", "59J38(GREEK FEMALE IN RHOPE)", "59J39(GREEK FEMALE IN DOODEN)", "63A05", "73A", "73A244", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 103, "gt_codes": ["25H213", "25I41"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\",\n \"30B15\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "65E51637", "65A", "65C42", "65E24201", "65E73", "65E74", "65E75"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"65E51637\", \"65A\", \"65C42\", \"65E24201\", \"65E73\", \"65E74\", \"65E75\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["24A12A", "24A12B", "33L02", "33A03", "24A10"], "valid_json": true, "hf1": 0.15000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"24A12B\", \"33L02\", \"33A03\", \"24A10\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DRAINAGE)", "39E25(RAILWAY)", "39H11(BANK)", "69I211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DRAINAGE)\", \"39E25(RAILWAY)\", \"39H11(BANK)\", \"69I211\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05331"], "valid_json": true, "hf1": 0.1987261146496815, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "31A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"31A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B2(WATER)\", \"37A148(WINDLASS)**, \"37H2(FISHING BOOT)**, \"48A1(GREADER)\", \"48A12(WONDERFUL LANDSCAPE\")]", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "43A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"43A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.030103776326189036, "best_hf1": 0.1987261146496815, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "15B20", "16G97", "1B104", "1B113", "23F9", "24A10", "24A12A", "24A12B", "25G98", "25G99", "28D32", "305B28", "31A0231", "31A0272", "31A1002", "31A12", "31A27", "31A8", "31D11", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "32C4", "33A03", "33A17", "33B1", "33L02", "34A31", "36A06211", "37J", "37L", "37P33", "39B03(DRAINAGE)", "39E25(RAILWAY)", "39H11(BANK)", "41A128", "41B1", "41B3", "43A244", "43A3701", "45E04", "45E22", "45G2", "47C1511", "51C45", "51F13", "51G6", "51M5", "59C21113", "59G14011", "59P40407", "63A05", "65A", "65C42", "65E24201", "65E51637", "65E73", "65E74", "65E75", "69I211", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 104, "gt_codes": ["32A5", "48C62"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10B117\", \"10B118\", \"10B119\", \"10B120\", \"10B121\", \"10B122\", \"10B123\", \"10B124\", \"10B125\", \"10B126\", \"10B127\", \"10B128\", \"10B129\", \"10B130\", \"10B131\", \"10B132\", \"10B133\", \"10B134\", \"10B135\", \"10B136\", \"10B137\", \"10B138\", \"10B139\", \"10B140\", \"10B141\", \"10B142\", \"10B143\", \"10B144\", \"10B145\", \"10B146\", \"10B147\", \"10B148\", \"10B149\", \"10B150\", \"10B151\", \"10B152\", \"10B153\", \"10B154\", \"10B155\", \"10B156\", \"10B157\", \"10B158\", \"10B159\", \"10B160\", \"10B161\", \"10B162\", \"10B163\", \"10B164\", \"10B165\", \"10B166\", \"10B167\", \"10B168\", \"10B169\", \"10B170\", \"10B171\", \"10B172\", \"10B173\", \"10B174\", \"10B175\", \"10B176\", \"10B177\", \"10B178\", \"10B179\", \"10B180\", \"10B181\", \"10B182\", \"10B183\", \"10B184\", \"10B185\", \"10B186\", \"10B187\", \"10B188\", \"10B189\", \"10B190\", \"10B191\", \"10B192\", \"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59G14(GROSS redrawn)", "59G14(GROSS)", "59C211(GROSS)", "68B51(TITLE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROSS redrawn)\", \"59G14(GROSS)\", \"59C211(GROSS)\", \"68B51(TITLE)\"], \"best_match\": \"59G14(GROSS)\", \"reasoning\": \"The central subject is a caricature or distorted portrait, consistent with Iconclass 59G. The image also features surrounding text, which aligns with categories like 68B (Title or Heading) and typical textual elements. Given the context, 'GROSS' carciarture (distorted) fits best as the primary classification.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "33B15", "33B16"], "valid_json": true, "hf1": 0.30692307692307697, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"33B15\", \"33B16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.195, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["33A062(ACTOGRAPH)", "77A68(ACTOGRAPH)_CENTENNIAL OF THE DISCOVERY OF 3D TECHNIQUES", "77A72(ACTOGRAPH)_CREATION_DATE_BEYOND_1960"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A062(ACTOGRAPH)\", \"77A68(ACTOGRAPH)_CENTENNIAL OF THE DISCOVERY OF 3D TECHNIQUES\", \"77A72(ACTOGRAPH)_CREATION_DATE_BEYOND_1960\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09704802282808613, "best_hf1": 0.30692307692307697, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F52(DIGRESSIVE)", "13A3", "15B20", "16G97", "18B16", "1B104", "1B113", "20F93", "21D32", "22B159", "22C3250", "24A12A", "24A26", "25A1", "2E198", "2E199", "31D11", "31J03", "32A107", "32A19", "32B107", "33A062(ACTOGRAPH)", "33A10", "33A12", "33B1", "33B15", "33B16", "45E04", "48A125", "48C1511", "51613", "59C211(GROSS)", "59G14(GROSS redrawn)", "59G14(GROSS)", "68B51(TITLE)", "77A68(ACTOGRAPH)_CENTENNIAL OF THE DISCOVERY OF 3D TECHNIQUES", "77A72(ACTOGRAPH)_CREATION_DATE_BEYOND_1960"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 105, "gt_codes": ["25G4(Anis)"], "greedy": {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 1.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\"]}"}, "samples": [{"codes": ["25G14(GRUNDS", "25G14(CODLIN)", "25G14(ROUND)", "25G14(TOMATO)"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G14(GRUNDS\", \"25G14(CODLIN)\", \"25G14(ROUND)\", \"25G14(TOMATO)\"], \"iconclass-description\": [\"Bean (not specified)\", \"Bean (not specified)\", \"Bean (not specified)\", \"Bean (not specified)\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CAULIFLOWER)\", \"25G4(CANNABIS)\", \"25G4(LISTERCHE)\", \"25G4(SALLAD)\", \"25G4(SOUTHERN FLOWER CLUB)\", \"25G4(BROCCLII)\", \"25G4(CIRE\")] }", "finish": "stop"}, {"codes": ["25J0401", "25J0402", "25J0412"], "valid_json": true, "hf1": 0.38000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25J0401\", \"25J0402\", \"25J0412\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "90C16"], "valid_json": true, "hf1": 0.48857142857142855, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"90C16\"]}", "finish": "stop"}, {"codes": ["25G118", "25G743", "25G582"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G743\", \"25G582\"]}", "finish": "stop"}, {"codes": ["25G151", "25G4", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 0.9431968295904887, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G151\", \"25G4\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["25G4(CLOCOTA)", "25G4(GATHERING HAY)", "25G4(HAY SKIDS)", "25G4(THE MAKING OF HAY)"], "valid_json": true, "hf1": 1.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CLOCOTA)\", \"25G4(GATHERING HAY)\", \"25G4(HAY SKIDS)\", \"25G4(THE MAKING OF HAY)\"], \"explanation\": \"The image shows a text page (in a German language) with a detailed illustration of a cluster of hay being harvested. The icon depicted in detail is a hay crown, symastic arrangement of hay or dried plants.\", \"confidence\": \"0.6\"}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "05S31"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"05S31\"]}", "finish": "stop"}, {"codes": ["25G423", "25G15", "24D24", "24G41"], "valid_json": true, "hf1": 0.5472, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G423\", \"25G15\", \"24D24\", \"24G41\"]}", "finish": "stop"}, {"codes": ["25G54(ELDERFLOWER)", "25G54(AMBROSIA)", "21C11", "21C21"], "valid_json": true, "hf1": 0.456, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G54(ELDERFLOWER)\", \"25G54(AMBROSIA)\", \"21C11\", \"21C21\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["25G20(ROSE)", "25G20(Some Rose)", "25G20(TEA PLANT)", "25G20(LOTE PLANT)", "25G20(Rose)", "25G20(Bast bastard & geyne peres botchemize)", "25G20(Plum Blossom)", "25G22(YELOW SABBATHS)"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G20(ROSE)\", \"25G20(Some Rose)\", \"25G20(TEA PLANT)\", \"25G20(LOTE PLANT)\", \"25G20(Rose)\", \"25G20(Bast bastard & geyne peres botchemize)\", \"25G20(Plum Blossom)\", \"25G22(YELOW SABBATHS)\"]}", "finish": "stop"}, {"codes": ["11H18", "23E12", "25F23"], "valid_json": true, "hf1": 0.25333333333333335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"23E12\", \"25F23\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "25G4250(FLOWER)", "25G42501(HELIAN themum)", "49A185"], "valid_json": true, "hf1": 0.5066666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"25G4250(FLOWER)\", \"25G42501(HELIAN themum)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["25G218", "25G93", "12D48"], "valid_json": true, "hf1": 0.45599999999999996, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G218\", \"25G93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.43912301613511984, "best_hf1": 1.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11E1515", "11E152", "11E157", "11H18", "12D48", 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\"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u8be6\u7ec6\u63cf\u7ed8\u5927\u578b\u7816\u780c\u96d5\u50cf\u6216\u7eaa\u5ff5\u7891\u7684\u7248\u753b\u3002\u8be5\u4ea4\u6613\u7684\u5173\u952e\u5728\u4e8e\u5176\u2018 SAME TURN\u2019\u548c\u2018 BRICK AND STONE\u2019\u7684\u6750\u8d28\u3002\u9996\u5148\uff0c\u5b83\u5c55\u793a\u4e86\u590d\u6742\u7684\u5efa\u7b51\u7279\u5f81\uff0c\u5982\u62f1\u95e8\u3001\u67f1\u5b50\u3001\u590d\u6742\u7684\u7ef3\u7d22\u7ed3\u6784\uff08\u7ef3\u7d22\uff09\u4ee5\u53ca\u96d5\u50cf\u5468\u56f4\u7684\u53f0\u9636\u3002\u827a\u672f\u54c1\u663e\u7136\u5c5e\u4e8e\u56fe\u6848\u3001\u56fe\u5f62\u6216\u63d2\u56fe\u7684\u7c7b\u578b\uff0c\u5c24\u5176\u662f\u6587\u672c\uff08'SAME'\u548c'BRICK AND STONE'\uff09\u6216\u6587\u672c\u5468\u56f4\u7684\u56fe\u50cf\u3002\u5176\u6b21\uff0c\u2018 BRICK AND STONE\u2019\u7684\u7c7b\u522b\u51c6\u786e\u5730\u6355\u6349\u4e86\u5176\u590d\u6742\u7684\u5efa\u7b51\u5de5\u7a0b\uff0c\u800c\u2018 Triumphal Arch\u2019\u5219\u8868\u793a\u5176\u7eaa\u5ff5\u7891\u6027\u8d28\u3002\u6574\u5408\u8fd9\u4e9b\u89c2\u5bdf\u7ed3\u679c\uff0c\u5b83\u7b26\u5408\u2018 LARGE BRICK AND STONE\u2019\u7684\u7c7b\u522b\uff0c\u5177\u4f53\u4e3a\u2018 SAME TURN\u2019\u548c\u2018 BRICK AND STONE\u2019\u3002\u56e0\u6b64\uff0c\u6700\u76f8\u5173\u7684\u7c7b\u522b\u662f\u2018 DATE\u2019\uff0c\u5f3a\u8c03\u4e86\u5c3d\u7ba1\u91c7\u7528\u4e86\u7b80\u5355\u7684\u5355\u8272\u8c03\u5448\u73b0\uff0c\u4f46\u5176\u5efa\u7b51\u7684\u8be6\u7ec6\u548c\u590d\u6742\u6027\u3002\"}", "finish": "stop"}, {"codes": ["25G9818", "49J4912", "51G4211", "47L61", "74A230"], "valid_json": true, "hf1": 0.07188940092165898, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J4912\", \"51G4211\", \"47L61\", \"74A230\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104( Scaffold)", "9B105(Free standing)", "9B1161( Stone construction)", "9B12112( Old Renaissance architecture)", "9B12113(Occupational)", "9B12114(Small 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\"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.38000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "49A185"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FORCED)\", \"121D241(UNHOLY)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G3151", "48F415", "48D1", "48A17213", "48A99021", "48A99022"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G3151\", \"48F415\", \"48D1\", \"48A17213\", \"48A99021\", \"48A99022\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10896765984562776, "best_hf1": 0.38000000000000006, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["11A1", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "15B20", "16G97", "25G9818", "31D11", "31F12", "31H404", "31J83011", "31J83012", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33C17", "33C30", "47C1511", "47L61", "48A125", "48A17213", "48A2185", "48A28", "48A99021", "48A99022", "48C40", "48D1", "48F415", "48G3151", "49A185", "49J4912", "51G4211", "59C21113", "59G14011", "59P40407", "68A", "68B51637", "68C42", "68C44", "74A230", "9B104( Scaffold)", "9B105(Free standing)", "9B1161( Stone construction)", "9B12112( Old Renaissance architecture)", "9B12113(Occupational)", "9B12114(Small scale)", "9B12115(Ignored)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 109, "gt_codes": ["73D415"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKERS)", "25C22(BOP)", "15O13(FLOOR)", "15U34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKERS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15U34\"], \"note\": \"This artwork appears to show a group of people engaged in what looks like a transaction or commercial exchange, possibly involving bankers or merchants, in an urban setting with streets and architecture.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A16A(PORE)", "24C1A(ETUITING)", "24G1AW(COMPLETE HOLOGRAPHY)", "25F03", "25F09"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A16A(PORE)\", \"24C1A(ETUITING)\", \"24G1AW(COMPLETE HOLOGRAPHY)\", \"25F03\", \"25F09\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104( Scaffold)", "1B105(FIRST KNEELING)", "1B106(SECON D KNEELING)", "25C10(RISE OF THE SUN)", "25G(PLANT)", "25G24(TEMATE DENTATED LOAF)", "25G25(ROUND FASHIONED HITDE FASHIONED BINDER CROWNED)", "49E22"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104( Scaffold)\", \"1B105(FIRST KNEELING)\", \"1B106(SECON D KNEELING)\", \"25C10(RISE OF THE SUN)\", \"25G(PLANT)\", \"25G24(TEMATE DENTATED LOAF)\", \"25G25(ROUND FASHIONED HITDE FASHIONED BINDER CROWNED)\", \"49E22\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "59A####(ARCHITECTURAL FORM)", "149A105(LANDSCAPE)", "102C212(MAAALE INTOTAL SKETCHDRAWING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"59A####(ARCHITECTURAL FORM)\", \"149A105(LANDSCAPE)\", \"102C212(MAAALE INTOTAL SKETCHDRAWING)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0095, "best_hf1": 0.152, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "102C212(MAAALE INTOTAL SKETCHDRAWING)", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGRESSIVE)", "149A105(LANDSCAPE)", "15B14(BANKERS)", "15B20", "15O13(FLOOR)", "15U34", "16G97", "1B104( Scaffold)", "1B105(FIRST KNEELING)", "1B106(SECON D KNEELING)", "22C32(BACKDROP OR SETTING)", "23F9", "24A12A(LOCKS)", "24A16A(PORE)", "24C1A(ETUITING)", "24G1AW(COMPLETE HOLOGRAPHY)", "25C10(RISE OF THE SUN)", "25C22(BOP)", "25F03", "25F09", "25G(PLANT)", "25G24(TEMATE DENTATED LOAF)", "25G25(ROUND FASHIONED HITDE FASHIONED BINDER CROWNED)", "2E198", "2E199", "31A51213", "31D11", "31D16", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33C17", "41B1", "41B3", "47C1511", "48A244", "49E22", "51C45", "59A####(ARCHITECTURAL FORM)", "59G14(GROUP)", "60A3", "73A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 110, "gt_codes": ["25G21(GOURD)", "25G41(ROSE)", "31A559", "33C23", "47I221", "47I2213", "83(HOOFT, Granida)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BERBERY)", "68B51(TREATMENT OF METAPHIS)"], "valid_json": true, "hf1": 0.10666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BERBERY)\", \"68B51(TREATMENT OF METAPHIS)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168"], "valid_json": true, "hf1": 0.12631578947368421, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "21B463"], "valid_json": true, "hf1": 0.1907116104868914, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"21B463\"]}", "finish": "stop"}, {"codes": ["74A12A(APPHLES)", "74A13A(APPLE)", "90C1A(PEARS)", "90C1B(PWRENY PEARS)", "74A17A(GROWSING PEAR TREES)", "90C25(PRAKING HORSES)(PEACHES)", "90C29(UAEVING PEACHLY PEARS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A(APPHLES)\", \"74A13A(APPLE)\", \"90C1A(PEARS)\", \"90C1B(PWRENY PEARS)\", \"74A17A(GROWSING PEAR TREES)\", \"90C25(PRAKING HORSES)(PEACHES)\", \"90C29(UAEVING PEACHLY PEARS)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.14311926605504588, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.2542043085476025, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "15N31"], "valid_json": true, "hf1": 0.18461538461538457, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"15N31\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.07285024154589373, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["9B104(ROMAN CLOCK)", "9B128(PLENITUDINE)", "91C11", "91C21"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(ROMAN CLOCK)\", \"9B128(PLENITUDINE)\", \"91C11\", \"91C21\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(PIQUER)]", "145A(3D2"], "valid_json": true, "hf1": 0.18475471698113208, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(PIQUER)]\", \"145A(3D2\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L30", "41K28", "32C40"], "valid_json": true, "hf1": 0.16356435643564357, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L30\", \"41K28\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590", "11A02", "11F31"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590\", \"11A02\", \"11F31\"]}", "finish": "stop"}, {"codes": ["31A235", "23F93", "12C4894", "25H5"], "valid_json": true, "hf1": 0.25297372060857537, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F93\", \"12C4894\", \"25H5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11761497209250076, "best_hf1": 0.2542043085476025, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A02", "11A1", "11E12", "11E1515", "11E152", "11E157", "11F16", "11F2", "11F31", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H18", "11H413", "11H743", "12C4894", "12F52(DIGRESSIVE)", "145A(3D2", "15B14(BANKETS)", "15B20", "15N31", "163A05", "16G97", "19B220", "21B463", "22B1590", "22C3250", "23F93", "25C22(BERBERY)", "25G98", "25H5", "26C7", "31A10", "31A100", "31A102", "31A12", "31A235", "31A26", "31B112", "31D168", "31J84", "32A107", "32A195", "32B107", "32B114", "32B15", "32C40", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "38L30", "41B1", "41B3", "41K28", "44E51", "45E84", "47C1511", "47I34", "48A433", "59G14(GROUP)", "601A11", "68B51(TREATMENT OF METAPHIS)", "72A023", "72A051", "74A12A(APPHLES)", "74A13A(APPLE)", "74A17A(GROWSING PEAR TREES)", "81A08", "90C1A(PEARS)", "90C1B(PWRENY PEARS)", "90C25(PRAKING HORSES)(PEACHES)", "90C29(UAEVING PEACHLY PEARS)", "91C11", "91C21", "99K4(PIQUER)]", "9B104(ROMAN CLOCK)", "9B128(PLENITUDINE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 111, "gt_codes": ["49L17", "49M413", "49M3", "49L12(N)"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113", "10B114", "10B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\"]}"}, "samples": [{"codes": ["59G14(Germanic ornament)", "59G14(Germanic ornament)", "59G14(Germanic ornament)", "59G30(Dragogranique", "59G42(Ferrarian floral ornament)", "59G44(Rouen", "59G48(Polyguide", "59G51"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic ornament)\", \"59G14(Germanic ornament)\", \"59G14(Germanic ornament)\", \"59G30(Dragogranique\", \"59G42(Ferrarian floral ornament)\", \"59G44(Rouen\", \"59G48(Polyguide\", \"59G51\"]}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "21F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"21F238\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.13220338983050847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33A39", "33A40", "33D32", "33D34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": 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\"25G17(FASTIGIUM)\", \"25G18(PERPETUAL DANCE)\", \"25H114(DANCE)\", \"25H122(REGIMENTAL DANCE)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.04406779661016949, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.05652173913043478, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.21782178217821782, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVELY OR ASCENDING TEXT)", "15E1101", "43A41"], "valid_json": true, "hf1": 0.08666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVELY OR ASCENDING TEXT)\", \"15E1101\", \"43A41\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09592013303223769, "best_hf1": 0.28720152817574024, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E152", "11E157", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVELY OR ASCENDING TEXT)", "15B20", "15E1101", "16G97", "1B104(19THC)", "1B204(21STC)", "1B216(22NDC)", "24A12A(LOCKS AROUND)", "24A12A(LOCKS IN)", "24A12A(LOCKS)", "24A12A(TRIBUNAL FORM)", "25C101(FASTIGIUM)", "25G17(FASTIGIUM)", "25G18(PERPETUAL DANCE)", "25G98", "25H114(DANCE)", "25H122(REGIMENTAL DANCE)", "31A0231", "31A0272", "31D11", "31D16", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A06", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A37", "33A39", "33A40", "33B1", "33C17", "33D32", "33D34", "34A31", "41A128", "43A41", "45E04", "45E22", "45E24", "45F04", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A97002", "48A98211", "48A98751", "48C1511", "59G14(GRUNGE FORM)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 114, "gt_codes": ["49C212", "52"], "greedy": {"codes": ["20B11", "20B11", "20B11", "20B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B11\", \"20B11\", \"20B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE DEVISE)", "59G13(GRUNGE ROD)", "59G16(GRUNGE STRIP)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE DEVISE)\", \"59G13(GRUNGE ROD)\", \"59G16(GRUNGE STRIP)\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(PORE)", "24C1A(ETUIT DE BOILLY)", "24W509(CONTREtemps)", "27H303(FILING)", "29A400(WHOOPING CURETORE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"24C1A(ETUIT DE BOILLY)\", \"24W509(CONTREtemps)\", \"27H303(FILING)\", \"29A400(WHOOPING CURETORE)\"]}", "finish": "stop"}, {"codes": ["25F118", "25F74", "25F80", "25F93", "25F94", "25F95"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25F118\", \"25F74\", \"25F80\", \"25F93\", \"25F94\", \"25F95\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual evidence of the artwork, here are the most relevant Iconclass notation codes, ranked by confidence:\n\nThe image depicts a single page from what appears to be an early printed book or manuscript. The page features dense text in a formal typeface, typical of 15th or 16th-century books. Unlike images of specific botanical or anatomical subjects (like the previous \"Piece of Pumpkin\" or the \"Table of Contents\"), the primary visual element of this page is the layout itself\u2014the combination of large, filled-initials/knyppel letters and the body text.\n\nHere is the classification breakdown:\n\n1. **33C23 (a/a) - Pattern of letters forming a geometric shape**\n * The most prominent visual feature is the large cross-shaped design in the center of the page. This is a known technique called a *knyppelletter* or *compartment letter*, often seen in Northern Renaissance manuscripts to contain explanatory verse or sub-headers.\n\n2. **25F23 (IIA) - Manuscript leaf**\n * This is a generic but accurate classification for a sheet of parchment or paper used as a page in a manuscript or printed book.\n\n3. **33A242 (a/a) - Ornamental frame, cross pattern**\n * This code describes specific cross ornamentation, which is the underlying structure of the design used to contain the text boxes.\n\n4. **25D20 (a/a) - Book of hours**\n * Given the style of the ornate cross design and the layout (lots of text, block initials), this page is very likely from a Book of Hours or a devotional text, which frequently used this type of contemplative imagery. While not definitive without the source, it is a highly probable context.\n\n5. **21B817 - Alphabet**\n * The cross design contains many the letters (HOLBEIN). This feature is directly related to the concept of forming letters into a shape, a category often associated with elaborate alphabets or decorated titles.\n\n**Note:**\nThe model cannot return outputs with more than 8 codes. I have selected the most confident and relevant ones from the top of this list.\n\n```json\n[\n \"33C23\",\n \"25F23\",\n \"33A242\",\n \"25D20\",\n \"21B817\"\n]\n```", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C1724"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C1724\"], \"iconclass-pattern\": \"PERIQUIN\"}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E162", "11E167", "05A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E162\", \"11E167\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A12", "16D01", "18A10"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A12\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(29THC)", "1B216(36THC)", "25C101(3THC)", "25G(PLANT)", "25G24(PLANT DREWING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(29THC)\", \"1B216(36THC)\", \"25C101(3THC)\", \"25G(PLANT)\", \"25G24(PLANT DREWING)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.13000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.034234775641025644, "best_hf1": 0.13000000000000003, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A238", "11E1515", "11E162", "11E167", "11E18", "12F52(DIGRESSIVE)", "13A3", "15B20", "16D01", "16G97", "18A10", "1B104(19THC)", "1B204(29THC)", "1B216(36THC)", "22A107", "22B159", "22C3250", "23E12", "23F9", "24A12A(LOCKS)", "24A20A(PORE)", "24C1A(ETUIT DE BOILLY)", "24W509(CONTREtemps)", "25C101(3THC)", "25F118", "25F74", "25F80", "25F93", "25F94", "25F95", "25G(PLANT)", "25G24(PLANT DREWING)", "25G98", "26C1724", "27H303(FILING)", "29A400(WHOOPING CURETORE)", "31A0231", "31A0272", "31A235", "31D11", "31J03", "32A19", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "34A31", "35B2", "35C7", "41A12", "45E04", "45E22", "45E24", "45F04", "48A244", "51C45", "52A9", "59G13(GRUNGE ROD)", "59G14(GRUNGE FORM)", "59G16(GRUNGE STRIP)", "59G24(GRUNGE DEVISE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 115, "gt_codes": ["25F33(EAGLE)(+5262)", "25H114", "25I2", "25I6", "31A22210", "46C2322", "73D83", "86(SIC ALOR)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE DEVILISH)", "11A30(SOUL)", "11A30(SOUL WITH GRIBS)", "12D212(ELEPHANT-BULL WITH GUNFERMENT)", "13C18(PHANTOMHEAD)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE DEVILISH)\", \"11A30(SOUL)\", \"11A30(SOUL WITH GRIBS)\", \"12D212(ELEPHANT-BULL WITH GUNFERMENT)\", \"13C18(PHANTOMHEAD)\"]}", "finish": "stop"}, {"codes": ["31A235", "31B20", "31C315", "31C316", "31C318"], "valid_json": true, "hf1": 0.15724137931034482, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31B20\", \"31C315\", \"31C316\", \"31C318\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H404"], "valid_json": true, "hf1": 0.08863636363636365, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "92C16"], "valid_json": true, "hf1": 0.23451776649746195, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"92C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33C17"], "valid_json": true, "hf1": 0.06500000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33A39", "33A40", "33D32", "33D34", "33D38", "33D40"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33A39\", \"33A40\", \"33D32\", \"33D34\", \"33D38\", \"33D40\"]}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS PYRIFORMIS)", "25I515", "11A16(COLOCYNTHIS)", "11A10(COLOCYNTHIS)", "11A21(COLOCYNTHIS)"], "valid_json": true, "hf1": 0.2145622119815668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25I515\", \"11A16(COLOCYNTHIS)\", \"11A10(COLOCYNTHIS)\", \"11A21(COLOCYNTHIS)\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.13818181818181818, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(bird)", "1B105(FIRST KNEE OF BIRD)", "1B106(SECOND KNEE BIRD)", "1B112(WING OF BIRD)", "1B114(FOOT BIRD)", "1B117(TAIL FEATHERS)", "1B118(PARENT BIRD)", "1H102(REGION OF TRUNK BIRD)", "1H103(CHEST AND HEAD BIRD)", "1H104(BELLY OF BIRD)", "1H105(CROWN FEATHERS OF BIRD), (1H1052)", "1H107(NECK OF BIRD)", "1H108(DRAFTING FOR CALLIPHYLLUS)", "1H602(HEADING OF AN INCIPIT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(bird)\", \"1B105(FIRST KNEE OF BIRD)\", \"1B106(SECOND KNEE BIRD)\", \"1B112(WING OF BIRD)\", \"1B114(FOOT BIRD)\", \"1B117(TAIL FEATHERS)\", \"1B118(PARENT BIRD)\", \"1H102(REGION OF TRUNK BIRD)\", \"1H103(CHEST AND HEAD BIRD)\", \"1H104(BELLY OF BIRD)\", \"1H105(CROWN FEATHERS OF BIRD), (1H1052)\", \"1H107(NECK OF BIRD)\", \"1H108(DRAFTING FOR CALLIPHYLLUS)\", \"1H602(HEADING OF AN INCIPIT)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.04130434782608696, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3", "10F11"], "valid_json": true, "hf1": 0.06705882352941175, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\", \"10F11\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.033043478260869556, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BRIDLES OR BRAIDED PATEFINE)", "41D10(BRAIDED COLLARLESS)", "51C30(NATURE DEAD)", "52A20(NATURE INTOTALING)", "52B10(OMNISCIENS SEDENTARY)", "55F30(SPECTACLE)ATHLETIC"], "valid_json": true, "hf1": 0.07609756097560975, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BRIDLES OR BRAIDED PATEFINE)\", \"41D10(BRAIDED COLLARLESS)\", \"51C30(NATURE DEAD)\", \"52A20(NATURE INTOTALING)\", \"52B10(OMNISCIENS SEDENTARY)\", \"55F30(SPECTACLE)ATHLETIC\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.0980891719745223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08113608541365626, "best_hf1": 0.23451776649746195, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10F11", "11A1", "11A10(COLOCYNTHIS)", "11A16(COLOCYNTHIS)", "11A21(COLOCYNTHIS)", "11A238", "11A30(SOUL WITH GRIBS)", "11A30(SOUL)", "11E12", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H18", "11H24", "11H28", "11H413", "11H743", "12D212(ELEPHANT-BULL WITH GUNFERMENT)", "12D489", "12F52(DIGRESSIVE)", "13A3", "13C18(PHANTOMHEAD)", "15B20", "16G97", "1B104(bird)", "1B105(FIRST KNEE OF BIRD)", "1B106(SECOND KNEE BIRD)", "1B112(WING OF BIRD)", "1B114(FOOT BIRD)", "1B117(TAIL FEATHERS)", "1B118(PARENT BIRD)", "1H102(REGION OF TRUNK BIRD)", "1H103(CHEST AND HEAD BIRD)", "1H104(BELLY OF BIRD)", "1H105(CROWN FEATHERS OF BIRD), (1H1052)", "1H107(NECK OF BIRD)", "1H108(DRAFTING FOR CALLIPHYLLUS)", "1H602(HEADING OF AN INCIPIT)", "22C32(BRIDLES OR BRAIDED PATEFINE)", "23A45", "23F93", "25G12", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G51", "25G53", "25I515", "31A0231", "31A0272", "31A235", "31B20", "31C315", "31C316", "31C318", "31D11", "31F12", "31H404", "31J84011", "31J88911", "32A19", "32A23", "32B15", "32C2", "32C26", "33A06", "33A10", "33A100", "33A102", "33A12", "33A26", "33A37", "33A39", "33A40", "33B1", "33C17", "33D32", "33D34", "33D38", "33D40", "34A31", "41A128", "41D10(BRAIDED COLLARLESS)", "48A98211", "48A98751", "48C1511", "51C30(NATURE DEAD)", "52A20(NATURE INTOTALING)", "52B10(OMNISCIENS SEDENTARY)", "55F30(SPECTACLE)ATHLETIC", "59G14(GRUNGE DEVILISH)", "59G14(GRUNGE FORM)", "630E", "631A", "92C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 116, "gt_codes": ["73B57"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOP)", "15O13(FLOOR)", "15D34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15D34\"], \"note\": \"This artwork appears to be a woodcut or engraving depicting a 'Group of men and women' (specifically, a religious or processional scene) with a 'Banket van Christelijken' (Art of Christian Charity). The setting includes 'Floor' details and 'cooking utensils' are not directly visible, but cooking is implied by figures holding dishes or pots, suggesting a genre scene that could be interpreted under 'Process' or 'Dinner'. Therefore, the most relevant Iconclass codes are: '59G14(GROUP)', '15B14(BANKETS)', '25C22(BOP)', '15O13(FLOOR)', '15D34'.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83011(SANCTUS)],", "31J20", "31J46", "31J4663", "31J5213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011(SANCTUS)],\", \"31J20\", \"31J46\", \"31J4663\", \"31J5213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(CHRISTMAS)", "24A33A(CHRISTMAS EASTER AND ASSUMPTION)", "24A33A(PWRE CHART OF EVENTS)", "43D75(GROUPS OF PEOPLE)", "43D75(GROUP OF PIRATES)", "43D75(GROUP OF MEN)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTMAS)\", \"24A33A(CHRISTMAS EASTER AND ASSUMPTION)\", \"24A33A(PWRE CHART OF EVENTS)\", \"43D75(GROUPS OF PEOPLE)\", \"43D75(GROUP OF PIRATES)\", \"43D75(GROUP OF MEN)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "114C1", "114C8", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"114C1\", \"114C8\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92002313", "1150024", "43D13", "113G1", "63005", "811A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92002313\", \"1150024\", \"43D13\", \"113G1\", \"63005\", \"811A\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(1910s)\", \"9B104(1950s)\", \"9B104(1960s)\", \"9B104(1970s)\", \"9B104(1980s)\", \"9B104(1990s)\", \"9B104(2000s)\", \"9B104(2010s)\", \"9B104(2020s)\", \"9B104(2030s)\", \"9B104(2040s)\", \"9B104(2050s)\", \"9B104(2060s)\", \"9B104(2070s)\", \"9B104(2080s)\", \"9B104(2090s)\", \"9B104(2100s)\", \"9B104(2110s)\", \"9B104(2120s)\", \"9B104(2130s)\", \"9B104(2140s)\", \"9B104(2150s)\", \"9B104(2160s)\", \"9B104(2170s)\", \"9B104(2180s)\", \"9B104(2190s)\", \"9B104(2200s)\", \"9B104(2210s)\", \"9B104(2220s)\", \"9B104(2230s)\", \"9B104(2240s)\", \"9B104(2250s)\", \"9B104(2260s)\", \"9B104(2270s)\", \"9B104(2280s)\", \"9B104(2290s)\", \"9B104(2300s)\", \"9B104(2310s)\", \"9B104(2320s)\", \"9B104(2330s)\", \"9B104(2340s)\", \"9B104(2350s)\", \"9B104(2360s)\", \"9B104(2370s)\", \"9B104(2380s)\", \"9B104(2390s)\", \"9B104(2400s)\", \"9B104(2410s)\", \"9B104(2420s)\", \"9B104(2430s)\", \"9B104(2440s)\", \"9B104(2450s)\", \"9B104(2460s)\", \"9B104(2470s)\", \"9B104(2480s)\", \"9B104(2490s)\", \"9B104(2500s)\", \"9B104(2510s)\", \"9B104(2", "finish": "length"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(CRIB)", "121D27(MICHAEL)", "121D28(ELIAS)", "121D93(ST PAUL)", "121E10(ANGEL)", "121G25(ST HELENA)", "121G81(ST GEORGE)", "52N04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CRIB)\", \"121D27(MICHAEL)\", \"121D28(ELIAS)\", \"121D93(ST PAUL)\", \"121E10(ANGEL)\", \"121G25(ST HELENA)\", \"121G81(ST GEORGE)\", \"52N04\"]}", "finish": "stop"}, {"codes": ["41A218", "41A93", "42C489", "42D45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"42C489\", \"42D45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0095, "best_hf1": 0.152, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "113G1", "114C1", "114C8", "1150024", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CRIB)", "121D27(MICHAEL)", "121D28(ELIAS)", "121D93(ST PAUL)", "121E10(ANGEL)", "121G25(ST HELENA)", "121G81(ST GEORGE)", "15B14(BANKETS)", "15B20", "15D34", "15O13(FLOOR)", "16G97", "24A12A(CHRISTMAS)", "24A33A(CHRISTMAS EASTER AND ASSUMPTION)", "24A33A(PWRE CHART OF EVENTS)", "25C22(BOP)", "2E198", "2E199", "31A1002", "31A12", "31D11", "31D16", "31J20", "31J46", "31J4663", "31J5213", "31J83011(SANCTUS)],", "32A107", "32A195", "32B107", "32B114", "32B15", "33A17", "33B1", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A218", "41A93", "41B1", "41B3", "42C489", "42D45", "43D13", "43D75(GROUP OF MEN)", "43D75(GROUP OF PIRATES)", "43D75(GROUPS OF PEOPLE)", "44E51", "47C1511", "47I34", "52N04", "59G14(GROUP)", "60A3", "63005", "73A", "811A", "92002313", "99K4(ORIGINAL CREATION)"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 117, "gt_codes": ["49B24"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["99O14(Germanic carpentry)", "99O49(Ritual of cutting boards)", "11A38(Supply of wood)", "13B63(Tools)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"99O14(Germanic carpentry)\", \"99O49(Ritual of cutting boards)\", \"11A38(Supply of wood)\", \"13B63(Tools)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B220", "212M63"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FINGERS)", "90C1A(BOOK, OPEN)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FINGERS)\", \"90C1A(BOOK, OPEN)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31C7\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DO)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DO)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05A31\"]}", "finish": "stop"}, {"codes": ["92002313", "11M1724", "43D13601"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92002313\", \"11M1724\", \"43D13601\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(INDOOR)", "9B113(OLD SCHOOL)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(INDOOR)\", \"9B113(OLD SCHOOL)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4(READING COMMUNEMENT)"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4(READING COMMUNEMENT)\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["52A28", "52B232", "52B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"52A28\", \"52B232\", \"52B248\"]}\n```", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.025131944444444446, "best_hf1": 0.095, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A1", "11A218", "11A38(Supply of wood)", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "11M1724", "12D489", "13B63(Tools)", "15A13", "16G97", "19B220", "20A45", "20C33", "20F93", "212M63", "21B10", "24A12A(LOCKS)", "24A20A(FINGERS)", "2E198", "2E199", "31A10", "31A100", "31A102", "31A12", "31A26", "31C7", "31J83", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33A17", "36A06211", "37J", "37L", "37P33", "39B03(DO)", "41B1", "41B3", "43D13601", "45E84", "47C1511", "47I34", "52A28", "52B232", "52B248", "90C1A(BOOK, OPEN)", "92002313", "92E51", "92F4(READING COMMUNEMENT)", "99O14(Germanic carpentry)", "99O49(Ritual of cutting boards)", "9B104", "9B113", "9B113(INDOOR)", "9B113(OLD SCHOOL)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 118, "gt_codes": ["41A775", "45C11(SPEAR)", "45C16(CANNON)", "45C221", "92D1916"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "59E51637", "59A", "59C42", "59C21101", "59C21138", "59C21117", "59C21116", "59SC1", "59SC19", "59SC0", "59HC2", "59HC3", "59HC8", "59HC18013", "59HC181300", "59H", "59H4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"59E51637\", \"59A\", \"59C42\", \"59C21101\", \"59C21138\", \"59C21117\", \"59C21116\", \"59SC1\", \"59SC19\", \"59SC0\", \"59HC2\", \"59HC3\", \"59HC8\", \"59HC18013\", \"59HC181300\", \"59H\", \"59H4\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19V220", "212M63"], "valid_json": true, "hf1": 0.14652406417112301, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A", "24A12B", "33L02", "33A03", "24A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"24A12B\", \"33L02\", \"33A03\", \"24A10\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A0621", "36A0668", "36A0833", "36A0865", "36A0888"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A0621\", \"36A0668\", \"36A0833\", \"36A0865\", \"36A0888\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["52A023", "52A051", "48A433", "52A038", "16D04", "48A98211"], "valid_json": true, "hf1": 0.09176470588235294, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"52A023\", \"52A051\", \"48A433\", \"52A038\", \"16D04\", \"48A98211\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.054929577464788736, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "49A185"], "valid_json": true, "hf1": 0.07572815533980583, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FORCED)\", \"121D241(UNHOLY)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.030366848736321714, "best_hf1": 0.14652406417112301, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "15B20", "16D04", "16G97", "19V220", "1B104", "1B113", "212M63", "23F9", "24A10", "24A12A", "24A12B", "25G98", "25G99", "28D32", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33A03", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "33L02", "36A0621", "36A0668", "36A0833", "36A0865", "36A0888", "45E04", "47C1511", "48A125", "48A433", "48A98211", "49A185", "51C45", "51F13", "52A023", "52A038", "52A051", "59A", "59C21101", "59C21113", "59C21116", "59C21117", "59C21138", "59C42", "59E51637", "59G14011", "59H", "59H4", "59HC18013", "59HC181300", "59HC2", "59HC3", "59HC8", "59P40407", "59SC0", "59SC1", "59SC19", "73A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 119, "gt_codes": ["25H"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\"]}"}, "samples": [{"codes": ["591140", "01A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"591140\", \"01A\"]}", "finish": "stop"}, {"codes": ["27A107"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H74"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H74\"]}", "finish": "stop"}, {"codes": ["47C15"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C15\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["36A0621", "36D0", "36D06", "36D07"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A0621\", \"36D0\", \"36D06\", \"36D07\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "12E1515", "11A1"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"12E1515\", \"11A1\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\"]}", "finish": "stop"}, {"codes": ["15B20"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(HANDWRITTEN TEXT)", "39A####(HANDWRITTEN TEXT)", "14F31(DIGRESSIVE HANDWRITTEN TEXT)", "12E20(INK, CROWS_FOOT STYLE)", "14F38(STOVE TYPE)"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(HANDWRITTEN TEXT)\", \"39A####(HANDWRITTEN TEXT)\", \"14F31(DIGRESSIVE HANDWRITTEN TEXT)\", \"12E20(INK, CROWS_FOOT STYLE)\", \"14F38(STOVE TYPE)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C4"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C4\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04099702380952381, "best_hf1": 0.19, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["01A", "11A1", "11A218", "11E12", "11E18", "11H118", "11H74", "12E1515", "12E20(INK, CROWS_FOOT STYLE)", "12F52(DIGRESSIVE)", "14F31(DIGRESSIVE HANDWRITTEN TEXT)", "14F38(STOVE TYPE)", "15B20", "16G97", "16I19", "1B104", "1B113", "22C32(HANDWRITTEN TEXT)", "23F9", "24A12", "27A107", "2E198", "2E199", "31J03", "33A10", "33A12", "36A0621", "36D0", "36D06", "36D07", "39A####(HANDWRITTEN TEXT)", "45E04", "47C15", "51C4", "591140"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 120, "gt_codes": ["49M3"], "greedy": {"codes": ["10B11", "10B111", "10B112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\"\n ]\n}\n```"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS)\", \"59G11(BIODATA/ECOLOGY)\", \"59G13(ARCHAEOLOGICAL)]\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "48E04", "48E22", "48E246"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"48E04\", \"48E22\", \"48E246\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48A65813"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48A65813\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A98211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u8be6\u7ec6\u6807\u6ce8\u88c5\u9970\u56fe\u6848\u7684\u7248\u753b\u5370\u5237\u54c1\uff0c\u4ee5\u9762\u90e8\u4e3a\u4e2d\u5fc3\u7684\u590d\u6742\u7eb9\u9970\u3002\u56fe\u6848\u5177\u6709\u9ad8\u5ea6\u5bf9\u79f0\u6027\uff0c\u4e2d\u5fc3\u7a81\u51fa\u4e00\u4e2a\u4eba\u8138\u5f62\u8c61\uff0c\u4f5c\u4e3a\u88c5\u9970\u8bbe\u8ba1\u7684\u6838\u5fc3\u5143\u7d20\uff0c\u5468\u56f4\u73af\u7ed5\u7740\u82b1\u5349\u3001\u8774\u8776\u7ed3\u3001\u949f\u5f62\u5143\u7d20\u7b49\u88c5\u9970\u5143\u7d20\uff0c\u53ef\u80fd\u5177\u6709 symmetries \u6216\u5bf9\u79f0\u8bbe\u8ba1\u56fe\u6848\u7279\u5f81\u3002\u5370\u5237\u98ce\u683c\u6697\u793a\u5176\u5386\u53f2\u80cc\u666f\uff0c\u5e76\u5e26\u6709\u6587\u5b57\u7b26\u53f7\u6216\u7b26\u53f7\uff0c\u7b26\u5408\u5386\u53f2\u6587\u672c\u4e2d\u7684\u63d2\u56fe\u7279\u5f81\u3002\"}", "finish": "stop"}, {"codes": ["25G9818", "49J491"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J491\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "48A434", "16D04", "48A98211"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"48A434\", \"16D04\", \"48A98211\"]}", "finish": "stop"}, {"codes": ["4B104", "4B113", "48C329", "48C34", "48C52"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104\", \"4B113\", \"48C329\", \"48C34\", \"48C52\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"most_relevant_code\": \"20C33\"}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["33D2", "5E11", "9A241", "101C93", "33D1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"5E11\",\n \"9A241\",\n \"101C93\",\n \"33D1\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["48A2185", "48G315"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07313492063492064, "best_hf1": 0.2533333333333333, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["101C93", "10D14", "11A1", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H413", "11H743", "16D04", "16G97", "20C33", "21L103", "24A12A", "24A26", "25G9818", "31D16", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33C17", "33D1", "33D2", "48A18913", "48A2185", "48A433", "48A434", "48A65813", "48A98211", "48A98751", "48C1511", "48C329", "48C34", "48C52", "48E04", "48E22", "48E246", "48G315", "49J491", "4B104", "4B113", "5E11", "72A023", "72A051", "9A241"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 121, "gt_codes": ["34B11", "31D14(+72)", "31D14(+9321)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G11(EARLY INTELLECTUAL)", "63B13(ARCHAISM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G11(EARLY INTELLECTUAL)\", \"63B13(ARCHAISM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.19591836734693882, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V220", "212M63"], "valid_json": true, "hf1": 0.15384615384615383, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "28A230"], "valid_json": true, "hf1": 0.1142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"28A230\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.19831932773109248, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DOG)"], "valid_json": true, "hf1": 0.1969543147208122, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DOG)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANTAR FATALISM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANTAR FATALISM)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.1808219178082192, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "31A10", "55A13"], "valid_json": true, "hf1": 0.19047619047619044, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MAGAZINE STRETCHED)", "93A05(LITERATURE)", "11A232", "32D22"], "valid_json": true, "hf1": 0.09811320754716983, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MAGAZINE STRETCHED)\", \"93A05(LITERATURE)\", \"11A232\", \"32D22\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315(POSTER)", "92C20", "921", "21A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315(POSTER)\", \"92C20\", \"921\", \"21A17\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0830459496101432, "best_hf1": 0.19831932773109248, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A232", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "16G97", "20C33", "212M63", "21A17", "22C32(BACKDROP OR SETTING)", "24A12A", "28A230", "2E198", "2E199", "31A10", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "32D22", "33A10", "33A100", "33A102", "33A12", "33A26", "33C17", "36A06211", "37J", "37L", "37P33", "39A####(MAGAZINE STRETCHED)", "39B03(DOG)", "418A", "41B3", "45E04", "47C1511", "48A2185", "48G315(POSTER)", "55A13", "59G11(EARLY INTELLECTUAL)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "63B13(ARCHAISM)", "89V220", "921", "92C20", "93A05(LITERATURE)", "9B104", "9B113", "9B114(PLANTAR FATALISM)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 122, "gt_codes": ["11Q7121(TOWER)", "25H2", "25I2", "43C128"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(Germany)", "59P40(Coontra)", "59C211(European)", "65B51(Typography)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany)\", \"59P40(Coontra)\", \"59C211(European)\", \"65B51(Typography)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.07238095238095238, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(PORE)", "90C1A(ETUDE DE DESSIN)", "90W5000"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"90C1A(ETUDE DE DESSIN)\", \"90W5000\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DRAIN)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DRAIN)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.24233009708737865, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16300", "18110"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16300\", \"18110\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(1685-1717)", "2113(1705-1725)", "2113(1710-1740)"], "valid_json": true, "hf1": 0.1683260553129549, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(1685-1717)\", \"2113(1705-1725)\", \"2113(1710-1740)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.1982608695652174, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BRIDGES)\", \"121F9(####)**, \"(121H(Figure)), \"(931F(Classical Building\")), \"(121K(Sculpture))\", \"(121S(Nature))\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.2171590909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09220267372133178, "best_hf1": 0.24233009708737865, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "15B20", "16300", "16G97", "18110", "1B104(19THCENTILITY)", "2113(1685-1717)", "2113(1705-1725)", "2113(1710-1740)", "21D322", "23F9", "24A12A(LOCKS)", "24A20A(PORE)", "2E198", "2E199", "31D11", "31D16", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "36A06211", "37J", "37L", "37P33", "39B03(DRAIN)", "41B1", "41B3", "45E04", "45E22", "45E24", "45F04", "47C1511", "48A244", "51C45", "59C211(European)", "59G14(Germany)", "59P40(Coontra)", "65B51(Typography)", "72A023", "72A051", "72A433", "72A438", "73A", "90C1A(ETUDE DE DESSIN)", "90W5000"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 123, "gt_codes": ["49D22"], "greedy": {"codes": ["20B11", "20B11", "20B11", "20B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B11\", \"20B11\", \"20B11\"]}"}, "samples": [{"codes": ["29G14(GRUNGE FORM)", "29G14(GRUNGE FORM)", "29G14(GRUNGE FORM)", "29G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"29G14(GRUNGE FORM)\", \"29G14(GRUNGE FORM)\", \"29G14(GRUNGE FORM)\", \"29G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["22A107", "25B1", "25C7", "25E9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"25B1\", \"25C7\", \"25E9\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03011(Script)\", \"11K97(TYPEWRITTEN AND DICTATED)\", \"21H404(BIBLIOGRAPHY OF A PUBLICATION MANNER)\", \"60A315(PUBLICATION FORMAT)\", \"84F403(MASQUARADE)\", \"84G393(ANIMAL MASK)\", \"10H03(CEREBRE)\", \"10H0611(BRAIN Honeycomb Dove]}\"", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25A12A(LOCKS)\", \"25A12A(PORE)\", \"25A12B(WHITE)\", \"25A12W(SWT SHAWL)\", \"43D75(GLOUSSED)\", \"43D94(SOFT PURPLE)\"], \"iconclass-codes\"}", "finish": "stop"}, {"codes": ["21E118", "21H74", "21J8", "21L19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21E118\", \"21H74\", \"21J8\", \"21L19\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, 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"hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"still lifes\"}, \"iconclass-codes\": [\"25H225\", \"25H580\"], \"iconclass-pattern\": \"statues, busts, and sarcophagi\"}, \"iconclass-codes\": [\"31L160\", \"31C30\", \"31A12\", \"31A26\", \"31A10\", \"31A100\"], \"iconclass-pattern\": \"plants, trees and shrubs\"}, \"iconclass-codes\": [\"25G75\", \"25G64\"], \"iconclass-pattern\": \"birds, insect and pollens\"}, \"iconclass-codes\": [\"25H225\", \"25H580\"], \"iconclass-pattern\": \"statues, busts, and sarcophagi\"}, \"iconclass-codes\": [\"31L3\", \"31A26\", \"31A10\"], \"iconclass-pattern\": \"upturned bowl, fruit\"}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(WHEAT GATHERED FOR PASTURE)", "37D19"], "valid_json": true, "hf1": 0.3767241379310344, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(WHEAT GATHERED FOR PASTURE)\", \"37D19\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.11759312320916905, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["3B104(19THC)", "3B204(21STC)", "13A168(STARSHINED BOTTLE)", "13A169(None-Shaped Bottle)", "13A170(Full Bottle)", "13A171(Empty Bottle)", "13A172(Partial Bottle)", "13H102(Angeled Pipe)", "13H103(None-Flagellated Pipe)", "30A104(None-Pouch Pipe)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104(19THC)\", \"3B204(21STC)\", \"13A168(STARSHINED BOTTLE)\", \"13A169(None-Shaped Bottle)\", \"13A170(Full Bottle)\", \"13A171(Empty Bottle)\", \"13A172(Partial Bottle)\", \"13H102(Angeled Pipe)\", \"13H103(None-Flagellated Pipe)\", \"30A104(None-Pouch Pipe)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "25I34", "25I51", "25I78"], "valid_json": true, "hf1": 0.23414634146341468, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"25I34\", \"25I51\", \"25I78\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.12307692307692308, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.12063492063492062, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248", "37B249"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\", \"37B249\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12952029520295202, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1091759438017775, "best_hf1": 0.5390728476821192, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H18", "11H413", "11H743", "12F52(DRAWING)", "13A168(STARSHINED BOTTLE)", "13A169(None-Shaped Bottle)", "13A170(Full Bottle)", "13A171(Empty Bottle)", "13A172(Partial Bottle)", "13C21", "13H102(Angeled Pipe)", "13H103(None-Flagellated Pipe)", "15A13", "16G97", "20C33", "21B10", "23F9", "25G12", "25G21", "25G34", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(WHEAT GATHERED FOR PASTURE)", "25I34", "25I51", "25I78", "30A104(None-Pouch Pipe)", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A235", "31A25", "31A26", "31A4", "31A72", "31A77", "31A89", "31A96", "31C151", "31D168", "31D231", "31J03", "32A107", "32A195", "32B107", "32B114", "32B15", "34A31", "37B232", "37B248", "37B249", "37D19", "3B104(19THC)", "3B204(21STC)", "41A128", "41B1", "41B3", "45E04", "45E22", "45E24", "45F04", "48A244", "51C45", "59G14(GRUNGE FORM)", "63A05", "81A08", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 126, "gt_codes": ["25H", "31D11221"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOP)", "15O13(FLOOR)", "15D34"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15D34\"], \"note\": \"This artwork appears to be a group scene of people, possibly linked to festivities or a banquet (based on some clothing and grouping). Unresolved: the subjects might also be villagers or country folk engaging in outdoor recreation.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["30J04", "45E04", "45E22", "45E24", "12F04"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J04\", \"45E04\", \"45E22\", \"45E24\", \"12F04\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A(1700+)\", \"30A12A(BRUT], (A]\", \"30A12A(A(F friendshipW '\".", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.24181818181818188, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u753b\uff0c\u63cf\u7ed8\u4e86\u51e0\u4e2a\u5b69\u5b50\u5728\u4e00\u4e2a\u4e61\u6751\u573a\u666f\u4e2d\u73a9\u800d\u3002\u753b\u9762\u4e2d\u6709\u4ea4\u6613\u548c\u52a8\u6001\u7684\u5173\u7cfb\u3002\u753b\u98ce\u548c\u6784\u56fe\u4f7f\u5176\u5177\u6709\u8377\u5170\u9ec4\u91d1\u65f6\u4ee3\u7ed8\u753b\u7684\u7279\u5f81\uff0c\u5c3d\u7ba1\u53ef\u80fd\u662f\u65b0\u53e4\u5178\u4e3b\u4e49\u6f14\u53d8\uff08\u5982\u8d39\u5229\u514b\u65af\u00b7\u9a6c\u7279\u897f\u7fc1\uff09\u3002\u8fd9\u4e9b\u5b69\u5b50\u662f\u5728\u6237\u5916\u6d3b\u52a8\u7684\u513f\u7ae5\u3002\", \"image_id\": \"58304\"}", "finish": "stop"}, {"codes": ["30A18", "30B9", "41A21", "54A114", "54F13", "57A30"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A18\", \"30B9\", \"41A21\", \"54A114\", \"54F13\", \"57A30\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.17272727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(PICTURE)]\", \"145A(BOY)\", \"45E4(BOY IN DELICATE/HAPY CLOT)]\", \"470E6(OPPORTUNITY)]\"}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B15", "33C30", "41K28", "32C40"], "valid_json": true, "hf1": 0.3053571428571428, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"32C40\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.20727272727272728, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D230(FORCED)", "121D241(HUNTING)", "121F31(DIGGING)", "121F32(SHAKING UP THE EARTH)", "121F41(SHADOWING)", "54G41(PINGULOID)", "54G4171(DIGGING)", "66F22", "67A23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230(FORCED)\", \"121D241(HUNTING)\", \"121F31(DIGGING)\", \"121F32(SHAKING UP THE EARTH)\", \"121F41(SHADOWING)\", \"54G41(PINGULOID)\", \"54G4171(DIGGING)\", \"66F22\", \"67A23\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C489", "20A45"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10889786255411256, "best_hf1": 0.3053571428571428, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["10720", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGING)", "121D230(FORCED)", "121D241(HUNTING)", "121F31(DIGGING)", "121F32(SHAKING UP THE EARTH)", "121F41(SHADOWING)", "12C489", "12F04", "15B14(BANKETS)", "15D34", "15O13(FLOOR)", "20A45", "20F93", "25C22(BOP)", "305B28", "30A18", "30B9", "30C1511", "30J04", "31A0231", "31A0272", "31A235", "31A28", "31D11", "31E12", "31F2", "31H24", "31H28", "31L17", "32A1002", "32A107", "32A12", "32B107", "32B114", "32B15", "32C40", "33B15", "33C30", "34B31", "3B104", "3B113", "3B132", "41A128", "41A21", "41K28", "45E04", "45E22", "45E24", "48A181", "48B16", "51F13", "51G6", "51M5", "54A114", "54F13", "54G41(PINGULOID)", "54G4171(DIGGING)", "57A30", "59G14(GROUP)", "630E", "631A", "66F22", "67A23"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 127, "gt_codes": ["25G3", "25H", "41A1", "41A33"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n \"10B10\",\n \"10B11\"\n]\n```"}, "samples": [{"codes": ["59G14(GREGE PAPER OR BYPAP)", "97A23(COLLEGE)", "31D6(1516-1633)", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GREGE PAPER OR BYPAP)\", \"97A23(COLLEGE)\", \"31D6(1516-1633)\", \"31D16\"]}", "finish": "stop"}, {"codes": ["27A107"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\"]}", "finish": "stop"}, {"codes": ["31J01", "45E04"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J01\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\"]}", "finish": "stop"}, {"codes": ["11H118"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u7b7e\uff0c\u4e0d\u662f\u8bd7\u6b4c\u7b7e\u3002\u6b63\u786e\u7684\u7c7b\u522b\u5e94\u8be5\u662f '36A06211'\uff08\u62a4\u7406\u7b7e\uff09\u6216\u8005 '37J'\uff08\u7a7a\u767d\u9875\uff09\uff0c\u800c\u4e0d\u662f '37K'\u3001'37P' \u7b49\u7b49\u3002\u6240\u4ee5\u6700\u7ec8\u7684\u7b54\u6848\u662f ['36A06211'] \u6216\u8005 ['37J']\u3002\"}", "finish": "stop"}, {"codes": ["25G98"], "valid_json": true, "hf1": 0.33529411764705885, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\"]}", "finish": "stop"}, {"codes": ["16G99", "17A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G99\", \"17A19\"]}", "finish": "stop"}, {"codes": ["20C33"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITAL FILE)", "22C3250"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL FILE)\", \"22C3250\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C4"], "valid_json": true, "hf1": 0.07918781725888324, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C4\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06572184034090407, "best_hf1": 0.33529411764705885, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A218", "11E12", "11E18", "11F16", "11F2", "11H118", "11H24", "11H28", "12F52(DIGITAL FILE)", "16G99", "17A19", "1B104", "1B113", "20C33", "22C3250", "23F9", "24A12", "25G98", "27A107", "31D16", "31D6(1516-1633)", "31J01", "33A10", "33A12", "33A17", "45E04", "48C1511", "51C4", "59G14(GREGE PAPER OR BYPAP)", "97A23(COLLEGE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 128, "gt_codes": ["33A35"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G11(EARLY CLASSICISM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G11(EARLY CLASSICISM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "33B15", "33B16"], "valid_json": true, "hf1": 0.339568345323741, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"33B15\", \"33B16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.17777777777777778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(woodblock),engraver(input)=i\", \"30G9(DIANA OF THE WOOD)\", \"32C0(F friendship)\", \"34D810(February)\", \"36E342(France,Historia Religio),playwright,author=WTO\", \"37C0(Fine print)\": \"30I00(Social Heritage,Harp)]\"", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33C17"], "valid_json": true, "hf1": 0.16000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.5775216138328529, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33B39", "33D38", "33D39", "33D40"], "valid_json": true, "hf1": 0.6153846153846154, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33B39\", \"33D38\", \"33D39\", \"33D40\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.13033707865168542, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANT)],"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANT)],\"]}", "finish": "stop"}, {"codes": ["16G97", "32A16"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A16\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.20990476190476193, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590", "11A02", "11F31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590\", \"11A02\", \"11F31\"]}", "finish": "stop"}, {"codes": ["31A238", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A238\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.151239220388048, "best_hf1": 0.6153846153846154, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A02", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11F31", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "15B20", "16G97", "20F9", "22B1590", "22C3250", "2E198", "2E199", "31A0231", "31A0272", "31A238", "31A51213", "31D11", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A16", "32B107", "33A06", "33A10", "33A100", "33A102", "33A12", "33A26", "33A37", "33B1", "33B15", "33B16", "33B39", "33C17", "33D38", "33D39", "33D40", "34A31", "41A128", "48A1", "48A244", "48B3", "48C1511", "51C45", "59G11(EARLY CLASSICISM)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "60A3", "630E", "631A", "73A", "9B104", "9B113", "9B114(PLANT)],", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 129, "gt_codes": ["71A2", "71A22"], "greedy": {"codes": ["20B11", "20B11", "20B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"20B11\",\n \"20B11\",\n \"20B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GOCCHELT SEA)", "40F97", "59C2111"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GOCCHELT SEA)\", \"40F97\", \"59C2111\"]}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "21F2", "53A02"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"21F2\", \"53A02\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["24A12A(ILLUMINATED MANUSCRIPT)", "31A235(DECORATED SCRIPT)", "24A10(FINALWREATH)", "24A13(OPEN LETTER)", "24A19(INICIALDECORATION)", "24A95(GOBLINANDBIRDFIGURE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ILLUMINATED MANUSCRIPT)\", \"31A235(DECORATED SCRIPT)\", \"24A10(FINALWREATH)\", \"24A13(OPEN LETTER)\", \"24A19(INICIALDECORATION)\", \"24A95(GOBLINANDBIRDFIGURE)\"]}", "finish": "stop"}, {"codes": ["21H118", "21H74", "21H80"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21H118\", \"21H74\", \"21H80\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "13A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "25F23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"25F23\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A238", "11A8", "11E1515", "11E162", "11E167", "11E18", "11H(FRANCIS)", "11H24", "11H28", "12F52(DIGRESSIVE)", "13A3701", "16G97", "16I19", "18B20", "1B104", "1B113", "21D32", "21F2", "21H118", "21H74", "21H80", "22A107", "22B107", "22B114", "22B15", "22B159", "22C3250", "23E12", "23F9", "24A10(FINALWREATH)", "24A12A(ILLUMINATED MANUSCRIPT)", "24A13(OPEN LETTER)", "24A19(INICIALDECORATION)", "24A95(GOBLINANDBIRDFIGURE)", "25F23", "25G98", "25G99", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A235(DECORATED SCRIPT)", "31A25", "31A43", "31A72", "31A77", "31A89", "31A96", "31B15", "31C2", "31C26", "31D11", "31J03", "32C4", "33B1", "34A31", "40F97", "41A128", "45E04", "45E22", "45E246", "48A244", "48C1511", "51613", "51C45", "53A02", "59C2111", "59G14(GOCCHELT SEA)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 130, "gt_codes": ["25F25(ELEPHANT)", "25I", "25I13", "34E22", "43B7"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["99O14(GROUP)", "15B14(ZOOPARK)", "99C2(ZOOS)", "16K15(ELEPHANT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"99O14(GROUP)\", \"15B14(ZOOPARK)\", \"99C2(ZOOS)\", \"16K15(ELEPHANT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.06620689655172414, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["1CJ03011(SANITAIRE)", "1CJ03012(LANDING)", "6B1240(ELEPHANT)", "1A51213(FENCE)", "23E50"], "valid_json": true, "hf1": 0.05974683544303798, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1CJ03011(SANITAIRE)\", \"1CJ03012(LANDING)\", \"6B1240(ELEPHANT)\", \"1A51213(FENCE)\", \"23E50\"], \"description\": [{\"end\": 4, \"lang\": \"nl\"}, {\"end\": 13, \"lang\": \"nl\"}, {\"end\": 13, \"lang\": \"en\"}, {\"end\": 12, \"lang\": \"nl\"}]}", "finish": "stop"}, {"codes": ["74A12A(ELPHANT)", "74A33A(ZOO)", "74A34", "28A23(ACT FORWARD)", "28A24", "75L6"], "valid_json": true, "hf1": 0.08519855595667869, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A(ELPHANT)\", \"74A33A(ZOO)\", \"74A34\", \"28A23(ACT FORWARD)\", \"28A24\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.06638297872340426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["86A062(AFRICAN FROM EAST AFRICA)", "86A062(AFRICAN FROM WEST AFRICA)", "86A062(GREATER AND SMALLER GARDEN ELEPHANTS)", "86A062(GREAT INDICIAN ELEPHANT)", "86A062(PROUD-TAILING ELEPHANTS)", "92B08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"86A062(AFRICAN FROM EAST AFRICA)\", \"86A062(AFRICAN FROM WEST AFRICA)\", \"86A062(GREATER AND SMALLER GARDEN ELEPHANTS)\", \"86A062(GREAT INDICIAN ELEPHANT)\", \"86A062(PROUD-TAILING ELEPHANTS)\", \"92B08\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "12E1515", "11A16"], "valid_json": true, "hf1": 0.10825688073394497, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"12E1515\", \"11A16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(ELPHANT)", "9B128(AFRIERICAN AFRO ASIAN)", "9B128(EUROPE WHITE BLOTUS)", "9B128(SOTTING BEHEAR)", "9B128(FRENCE)", "9B128(PARIS)", "9B128(ISTRAAND", "C3A41(ANIMAL SAFARI)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(ELPHANT)\", \"9B128(AFRIERICAN AFRO ASIAN)\", \"9B128(EUROPE WHITE BLOTUS)\", \"9B128(SOTTING BEHEAR)\", \"9B128(FRENCE)\", \"9B128(PARIS)\", \"9B128(ISTRAAND\", \"C3A41(ANIMAL SAFARI)\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A43", "31B15", "49A2", "49B2"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A43\", \"31B15\", \"49A2\", \"49B2\"]}", "finish": "stop"}, {"codes": ["10720(ENGLISH)", "11A103", "50A38", "92A411", "92A414"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720(ENGLISH)\", \"11A103\", \"50A38\", \"92A411\", \"92A414\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "418A", "41B32"], "valid_json": true, "hf1": 0.046567164179104475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"418A\", \"41B32\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230,121B159(####)**,121D230,121B159(GROUSSER)**\", \"26H120AAA(BLOCKHOUSE)**,26G700(**HIGH CREST)**,25W140(**BIG)**\", \"4C441671(DOGHOLE)\"}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C489", "20A45"], "valid_json": true, "hf1": 0.10825688073394497, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.046824226305829254, "best_hf1": 0.10857142857142857, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["10720(ENGLISH)", "11A1", "11A103", "11A16", "11A218", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C489", "12E1515", "15B14(ZOOPARK)", "16G97", "16I19", "16K15(ELEPHANT)", "1A51213(FENCE)", "1CJ03011(SANITAIRE)", "1CJ03012(LANDING)", "20A45", "20F93", "23E50", "28A23(ACT FORWARD)", "28A24", "2E198", "2E199", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31A43", "31B15", "32A107", "32B107", "32B114", "32B128", "32B15", "418A", "41B32", "43C1511", "49A2", "49B2", "50A38", "6B1240(ELEPHANT)", "74A12A(ELPHANT)", "74A33A(ZOO)", "74A34", "75L6", "86A062(AFRICAN FROM EAST AFRICA)", "86A062(AFRICAN FROM WEST AFRICA)", "86A062(GREAT INDICIAN ELEPHANT)", "86A062(GREATER AND SMALLER GARDEN ELEPHANTS)", "86A062(PROUD-TAILING ELEPHANTS)", "92A411", "92A414", "92B08", "99C2(ZOOS)", "99O14(GROUP)", "9B104(ELPHANT)", "9B128(AFRIERICAN AFRO ASIAN)", "9B128(EUROPE WHITE BLOTUS)", "9B128(FRENCE)", "9B128(ISTRAAND", "9B128(PARIS)", "9B128(SOTTING BEHEAR)", "C3A41(ANIMAL SAFARI)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 131, "gt_codes": ["11I36", "73"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKER)", "299C211(EAR OF VIOLENCE)", "33B13(ARCHA", "59C42", "12B24"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKER)\", \"299C211(EAR OF VIOLENCE)\", \"33B13(ARCHA\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "19F04"], "valid_json": true, "hf1": 0.05714285714285714, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"19F04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.05714285714285714, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.26285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u7d20\u63cf\u4f5c\u54c1\uff0c\u63cf\u7ed8\u4e86\u4e00\u4e2a\u7fa4\u4f53\u573a\u666f\u3002\u753b\u9762\u4e2d\u6709\u591a\u4e2a\u4eba\u7269\uff0c\u4f3c\u4e4e\u5904\u4e8e\u4e00\u4e2a\u5b97\u6559\u6216\u5386\u53f2\u80cc\u666f\u4e0b\uff0c\u4eba\u7269\u59ff\u6001\u548c\u8868\u60c5\u8868\u660e\u662f\u4e00\u4e2a\u52a8\u6001\u4e8b\u4ef6\u3002\u6839\u636e\u98ce\u683c\u548c\u5185\u5bb9\uff08\u4eba\u7269\u8863\u7740\u3001\u7ebf\u6761\u6280\u6cd5\u3001\u6784\u56fe\uff09\uff0c\u8fd9\u5f88\u53ef\u80fd\u662f\u4f26\u52c3\u6717\uff08Rembrandt\uff09\u6216\u5176\u4ed6\u5df4\u6d1b\u514b\u65f6\u671f\u7684\u827a\u672f\u5bb6\u6240\u521b\u4f5c\u7684\u5929\u9e45\u7ed2\u624b\u7a3f\uff08Velvet Digt\uff09\uff0c\u5176\u4e2d\u6709\u591a\u79cd\u529f\u80fd\u5206\u7c7b\u7b26\u5408\uff0c\u4f46\u6574\u4f53\u6784\u56fe\u5c5e\u4e8e\u63cf\u7ed8\u4eba\u7fa4\u6216\u52a8\u6001\u4e8b\u4ef6\u7684\u7d20\u63cf\u3002\", \"category\": \"Religious and Mythological\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.10000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.10000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "31A103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A103\"], \"most_relevant_code\": \"31A103\"}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.24810126582278486, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["52A28", "52B232"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"52A28\", \"52B232\"]}\n```", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09616109101868596, "best_hf1": 0.26285714285714284, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "15B14(BANKER)", "16G97", "19F04", "1B104", "1B113", "20C33", "21D32", "23F9", "24A12A", "24A26", "299C211(EAR OF VIOLENCE)", "2E198", "2E199", "305B", "31A0231", "31A0272", "31A1002", "31A103", "31A12", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33A10", "33B13(ARCHA", "34A31", "41A128", "45E04", "45E22", "45E24", "47C1511", "48A125", "51C45", "51F13", "52A28", "52B232", "53A", "59C42", "59G14(GROUP)", "63A05", "73A", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 132, "gt_codes": ["33A52", "46A71"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BODY LATTICE)", "22A11(EAR)", "681C1(TYPE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BODY LATTICE)\", \"22A11(EAR)\", \"681C1(TYPE)\"], \"best_match\": \"15B14\", \"reasoning\": \"Poster showing a group of 'Transgender' individuals (through text and facial features like earrings in some portraits), promoting 'Love Yourself Use A Condom' (sexual health poster) with clear typographic elements overlaying human figures.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.13150684931506848, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V22", "8F12"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V22\", \"8F12\"]}", "finish": "stop"}, {"codes": ["24A12A(APRIL)", "24A13A(AUGUST)", "24A14A(JANUARY)", "24A25(JUNE)", "24A31(JULY)", "24A39(MARCH)", "24A20(APRIL)", "24A41(MAY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APRIL)\", \"24A13A(AUGUST)\", \"24A14A(JANUARY)\", \"24A25(JUNE)\", \"24A31(JULY)\", \"24A39(MARCH)\", \"24A20(APRIL)\", \"24A41(MAY)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H169", "31A132", "31A181"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H169\", \"31A132\", \"31A181\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.3898832684824902, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DIRECT)"], "valid_json": true, "hf1": 0.13197278911564625, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DIRECT)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L115", "24J24", "13601"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L115\", \"24J24\", \"13601\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(ADULT CONTROVERSIAI WORK)", "9B101"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(ADULT CONTROVERSIAI WORK)\", \"9B101\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.12452830188679245, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.2625, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B32"], "valid_json": true, "hf1": 0.07155963302752294, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B32\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL FILE)\", \"22C3250,22C3259(####)**,12A02**\"\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09204427609906851, "best_hf1": 0.3898832684824902, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H168", "11H169", "11H743", "12D489", "13601", "15B14(BODY LATTICE)", "15B20", "16G97", "20A45", "20F93", "22A11(EAR)", "24A12A(APRIL)", "24A13A(AUGUST)", "24A14A(JANUARY)", "24A20(APRIL)", "24A25(JUNE)", "24A31(JULY)", "24A39(MARCH)", "24A41(MAY)", "24J24", "2E198", "2E199", "30L115", "31A132", "31A181", "31D11", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33C17", "33C30", "36A06211", "37J", "37L", "37P33", "39B03(DIRECT)", "418A", "41B32", "41K28", "42C40", "45E04", "47C1511", "59G14(GROUP)", "681C1(TYPE)", "89V22", "8F12", "92L42", "9B101", "9B104", "9B113", "9B114(ADULT CONTROVERSIAI WORK)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 133, "gt_codes": ["25F72(OYSTER)", "25G21(LEMON)", "41C653(LEMON)", "47I4223"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\","}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["34A12", "34B51", "34C34", "34C36", "34C37", "34W51", "34C4", "34C6", "34M90", "30K12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12\", \"34B51\", \"34C34\", \"34C36\", \"34C37\", \"34W51\", \"34C4\", \"34C6\", \"34M90\", \"30K12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DINNER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DINNER)\"]}", "finish": "stop"}, {"codes": ["31A235", "19E34", "19I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"19E34\", \"19I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.09182879377431907, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["43A04", "43C13", "43C32", "43F13", "48A672"], "valid_json": true, "hf1": 0.12932642487046633, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43A04\", \"43C13\", \"43C32\", \"43F13\", \"48A672\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31A212", "35B5", "38L30", "43K28", "32C40"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31A212\", \"35B5\", \"38L30\", \"43K28\", \"32C40\"]}", "finish": "stop"}, {"codes": ["31A235", "31A275", "31F20", "31G12", "31K418"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A275\", \"31F20\", \"31G12\", \"31K418\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37K23250"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37K23250\"]}", "finish": "stop"}, {"codes": ["41A218", "41A93", "44C5894", "44D581", "44D17"], "valid_json": true, "hf1": 0.19386792452830193, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"44C5894\", \"44D581\", \"44D17\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.042386274831959635, "best_hf1": 0.19386792452830193, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DRAWING)", "15B20", "16G97", "19E34", "19I515", "30K12", "31A0231", "31A0272", "31A212", "31A235", "31A275", "31F20", "31G12", "31J03", "31K418", "32A1002", "32A107", "32A12", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "32C40", "34A12", "34A31", "34B51", "34C34", "34C36", "34C37", "34C4", "34C6", "34M90", "34W51", "35B5", "36A06211", "37J", "37K23250", "37L", "37P33", "38L30", "39B03(DINNER)", "41A128", "41A218", "41A93", "43A04", "43C13", "43C1511", "43C32", "43F13", "43K28", "44C5894", "44D17", "44D581", "45E04", "45E22", "45E24", "45F04", "48A672", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 134, "gt_codes": ["31B19", "41A3911", "47I221"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G111(BIODATA/PROFILE/CRITICAL)", "59F34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G111(BIODATA/PROFILE/CRITICAL)\", \"59F34\"], \"note\": \"This artwork appears to be a printed catalog reference or\u624b\u672f\u540e report featuring a sketch of a figure (possibly a person being assessed or depicted in a study context) within a decorative architectural frame.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "33B15", "33B16"], "valid_json": true, "hf1": 0.09936305732484076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"33B15\", \"33B16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M63"], "valid_json": true, "hf1": 0.18822085889570556, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.07272727272727272, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.13258426966292136, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.09468599033816426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.30626631853785896, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["11G97", "32A19", "32A43", "32B15", "32C2", "33B2"], "valid_json": true, "hf1": 0.09468599033816426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"33B2\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138C301", "11A8", "32C4"], "valid_json": true, "hf1": 0.13164556962025317, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138C301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.053061224489795916, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.08444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08454281227371384, "best_hf1": 0.30626631853785896, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "10D14", "11A1", "11A218", "11A8", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11G97", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DRAWING)", "12D489", "138C301", "19B220", "1B104", "1B113", "20A45", "20F93", "212M63", "21D32", "24A12A", "24A26", "25G98", "25G99", "26C7", "31A0231", "31A0272", "31D11", "31J03", "32A107", "32A19", "32A43", "32B107", "32B15", "32C2", "32C4", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33B15", "33B16", "33B2", "34A31", "37B232", "37B248", "41A128", "45E04", "48A125", "48C1511", "51F13", "59F34", "59G111(BIODATA/PROFILE/CRITICAL)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 135, "gt_codes": ["11A23", "11D51", "11D52", "11Q0", "22C311", "25F3(+342)", "31A2512(+933)", "31A2512(+9341)", "31A511", "31A51452", "31AA2331", "31D12", "31D13", "31G1", "41A711", "41D2661", "41D2668", "44B1211", "46E221", "71Q82(+0)"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.11119133574007221, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.24155642023346305, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "72F12"], "valid_json": true, "hf1": 0.21983914209115285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"72F12\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR),24A12A(INTERIOR),24A12A(INTERIOR),24A12A(INTERIOR),92C10\"}]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.13100216294160058, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.24356435643564356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.11171171171171172, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.11119133574007221, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.163921568627451, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(21STC)", "10A168"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(21STC)\", \"10A168\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.1472353870458136, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.2860033869602033, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.20343984962406014, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGG)", "37B232", "37B248"], "valid_json": true, "hf1": 0.14683544303797472, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGG)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.17326852976913729, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.13919183088864276, "best_hf1": 0.2860033869602033, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["10A168", "11A1", "11A218", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGG)", "15B20", "16G97", "23F9", "25G98", "25G99", "31D11", "31D16", "31J84011", "31J88911", "32A107", "32A19", "32B107", "32B114", "32B15", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33C17", "37B232", "37B248", "48A125", "48C1511", "51C45", "59G14(GRUNGE FORM)", "72F12", "73A", "73A244", "9B104(19THC)", "9B284(21STC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 136, "gt_codes": ["25H114", "31EE2346", "45C13(SWORD)", "45C19(SHIELD)", "45C15(ARROW)", "45C22", "45C23", "53C11(+4)", "56E3(+22)", "56F2(+22)", "56F2(+4)", "86(NEMO ADEO FERUS EST, QUI NON MITESCERE POSSIT)", "92B46", "92B48(ARMOUR)", "92B48(SHIELD)", "92B48(SWORD)", "92D151", "92D18(QUIVER)"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.07048054919908467, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["31A235", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.10229508196721311, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.04, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": ["24A12A(APLOCKS DUCT)", "24A33A(ROOM)", "24A34A(HOUSE)", "24A34W(BIG HOUSE)"], "valid_json": true, "hf1": 0.021052631578947368, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APLOCKS DUCT)\", \"24A33A(ROOM)\", \"24A34A(HOUSE)\", \"24A34W(BIG HOUSE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.039999999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.04, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.018095238095238095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.10640000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(CHRIST THE FATHER)", "11M5", "11M510(SHIELD)", "11M5L1(FRENCH LINK)", "29F7"], "valid_json": true, "hf1": 0.09467775467775467, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(CHRIST THE FATHER)\", \"11M5\", \"11M510(SHIELD)\", \"11M5L1(FRENCH LINK)\", \"29F7\"]}", "finish": "stop"}, {"codes": ["16G97", "32A16"], "valid_json": true, "hf1": 0.019, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A16\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.036774193548387096, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "31A235", "906C"], "valid_json": true, "hf1": 0.10604651162790699, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"31A235\", \"906C\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159", "41D10"], "valid_json": true, "hf1": 0.09182879377431907, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\", \"41D10\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12254424778761064, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06157468764102886, "best_hf1": 0.12254424778761064, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A238", "11E12", "11E1515", "11E16", "11E162", "11E167", "11H112", "11H118", "11H16", "11H168", "11H18", "11H24", "11H28", "11H413", "11H743", "11M5", "11M510(SHIELD)", "11M5L1(FRENCH LINK)", "12F52(DIGRESSIVE)", "15B20", "16G97", "22B159", "22C3250", "23F9", "24A12A(APLOCKS DUCT)", "24A33A(ROOM)", "24A34A(HOUSE)", "24A34W(BIG HOUSE)", "29F7", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A25", "31A72", "31A77", "31A89", "31A96", "31D11", "31J8401", "31J8402", "31J8412", "32A16", "33A17", "33B1", "34A31", "35B2", "35C7", "41A128", "41D10", "48A244", "48C1511", "51C45", "52A9", "59G14(GRUNGE FORM)", "630E", "631A", "73A", "906C", "9B104", "9B113", "9B113(CHRIST THE FATHER)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, 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\"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59J111(BIODATA/CONTINUATION DRAWING)", "59L44", "59L42", "59Q24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59J111(BIODATA/CONTINUATION DRAWING)\", \"59L44\", \"59L42\", \"59Q24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["24A12A", "24A12B", "33L02", "33A03", "24A10"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"24A12B\", \"33L02\", \"33A03\", \"24A10\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H28", "32L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H28\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": 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true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37K232", "37K248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": 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JOHANNES DE DUO)", "15B20", "16300", "16G97", "16I19", "18110", "1B104", "1B113", "23F9", "241D10", "24A12A(LOCKS)", "24A20A(PORE)", "24C1A(QUADRO)", "24G10W(AWTED HOUS)", "25C93", "28D32", "2E198", "2E199", "31A43", "31B15", "31C2", "31C26", "31D11", "31J03", "32A1002", "32A107", "32A12", "32B107", "32B114", "32B128", "32B15", "33B1", "36A06211", "37J", "37L", "37P33", "39B03(DWARF)", "39E25", "41B1", "41B3", "43D75(GROUNDS)", "45E04", "45E22", "45E246", "45E406", "45E512", "47C1511", "48A244", "49B9400(WATER)", "49C111", "49F6A(STR)", "51C45", "51F13", "51G6", "51M5", "52C3", "59G111(BIODATA/PROFILE/CRITICAL)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G34", "72A023", "72A051", "72A433", "72A438", "73A", "92L45"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, 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"{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"23C22(BOP)\", \"15O13(FLOOR)\", \"15F34\"], \"note\": \"This classification group includes the depicted group scene with figures, floor patterns, and icons related to scenes.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "89V220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"89V220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["24A12A(CHRISTENSE)", "24A33A(CHRISTENSE)", "24B3B(ADMILITAET)", "24B19D(KRONING)", "17H30E(VEHRAAT)", 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"code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"medieval devo\", \"iconclass-type\": \"Book illustration\", \"iconclass-literature\": \"book illustrations\", \"iconclass-description\": \"Book illustration on a religious subject\", \"iconclass-detail\": \"The image depicts a religious scene, likely of the][']]]\"", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D3(DOG)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D3(DOG)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": 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false, "text": "{\"iconclass-codes\": [\"124D2(DIGRESSIVE)\", \"124D230\", \"124E59\", \"41D10\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10O502", "114C1", "114C8", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F18", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "124D2(DIGRESSIVE)", "124D230", "124E59", "138L30(LIVING)", "138Q80(LIVING)", "15B14(BANKETS)", "15B20", "15F34", "15O13(FLOOR)", "16G97", "17H30E(VEHRAAT)", "18A25", "1B104", "1B113", "212M631", "23C22(BOP)", "23F9", "24A12A(CHRISTENSE)", "24A33A(CHRISTENSE)", "24B19D(KRONING)", "24B3B(ADMILITAET)", "24D63", "28D25", "28D32", "2E198", "2E199", "315L1", "31A0231", "31A0272", "31A235", "31D11", "31D16", "31J84", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33A8", "33B1", "33D1", "33D3(DOG)", "34B31", "36A1621", "36A26", "41A128", "41D10", "45E12", "45E84", "47C1511", "48A244", "5161", "5162", "51C45", "59G14(GROUP)", "630E", "631A", "89V220"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 143, "gt_codes": ["25G41(ANEMONE)", "25G41(CONVOLVULUS)", "25G41(DAFFODIL)", "25G41(DAGSCONE)", "25G41(NARCISSUS)", "25G41(ROSE)", "25G41(TULIP)", "25H11", "41A646", "41A671", "41D283"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["31A240", "31A244", "31A249", "11A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A240\", \"31A244\", \"31A249\", \"11A30\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["31J03", "40E04", "44V22", "44V24", "44V24"], "valid_json": true, "hf1": 0.07728813559322036, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"40E04\", \"44V22\", \"44V24\", \"44V24\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30C009", "30C022"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30C009\", \"30C022\"]}", "finish": "stop"}, {"codes": ["31A118", "31A743", "31A235", "31A265", "31H36", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"31A235\", \"31A265\", \"31H36\", \"73A\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["30H062(AQUARIUS)", "30H063", "30F33(FALL IN 30TH DEC.),", "30F32(WINTER IN 32nd SAME),", "30C064(EARTH IN 31st SAME),", "30C061(OCCUPANT IN 33rd SAME),", "30C063(FALL IN 33rd SAME),", "30F32(WINTER IN 34th SAME)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30H062(AQUARIUS)\", \"30H063\", \"30F33(FALL IN 30TH DEC.),\", \"30F32(WINTER IN 32nd SAME),\", \"30C064(EARTH IN 31st SAME),\", \"30C061(OCCUPANT IN 33rd SAME),\", \"30C063(FALL IN 33rd SAME),\", \"30F32(WINTER IN 34th SAME)\"]}", "finish": "stop"}, {"codes": ["31A235", "31E34", "32I515", "11A16(CAMELIASHER)", "11A105", "11A106"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31E34\", \"32I515\", \"11A16(CAMELIASHER)\", \"11A105\", \"11A106\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A188", "63A05", "81A08"], "valid_json": true, "hf1": 0.11851851851851852, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A188\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["3B104(19THC)", "3B211(FLORIALSHAFT)", "3B228(STANDING VASE)", "3B290(RISEN TABLE)", "3B30(OPENING)", "3B324(NURE DREW DRAUSTERS DRAFT)", "3B325(PARENTAL DRAFT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104(19THC)\", \"3B211(FLORIALSHAFT)\", \"3B228(STANDING VASE)\", \"3B290(RISEN TABLE)\", \"3B30(OPENING)\", \"3B324(NURE DREW DRAUSTERS DRAFT)\", \"3B325(PARENTAL DRAFT)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(FLORAL STUCK)", "45A63"], "valid_json": true, "hf1": 0.06705882352941177, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(FLORAL STUCK)\", \"45A63\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "33B3", "33F11", "34A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"33B3\", \"33F11\", \"34A26\"]}", "finish": "stop"}, {"codes": ["31A235", "31A275", "31F20", "31G12", "31H418"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A275\", \"31F20\", \"31G12\", \"31H418\"]}", "finish": "stop"}, {"codes": ["32F52(DIGGERS)", "32H32(BREECH OR TUNNELING)", "32H11(OPEN STRETCHED MINES)", "48A1(GREADER)", "48A62", "4AAA52", "31G7"], "valid_json": true, "hf1": 0.06578449905482042, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32F52(DIGGERS)\", \"32H32(BREECH OR TUNNELING)\", \"32H11(OPEN STRETCHED MINES)\", \"48A1(GREADER)\", \"48A62\", \"4AAA52\", \"31G7\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.1294909945184025, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.02863381070089835, "best_hf1": 0.1294909945184025, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A105", "11A106", "11A16(CAMELIASHER)", "11A30", "15B20", "16G97", "23F9", "30A129", "30A147", "30C009", "30C022", "30C061(OCCUPANT IN 33rd SAME),", "30C063(FALL IN 33rd SAME),", "30C064(EARTH IN 31st SAME),", "30C1511", "30F238", "30F32(WINTER IN 32nd SAME),", "30F32(WINTER IN 34th SAME)", "30F33(FALL IN 30TH DEC.),", "30H062(AQUARIUS)", "30H063", "31A0231", "31A0272", "31A1002", "31A118", "31A12", "31A235", "31A240", "31A244", "31A249", "31A265", "31A275", "31A743", "31D11", "31E34", "31F20", "31G12", "31G7", "31H24", "31H28", "31H36", "31H418", "31J03", "31L17", "32A107", "32A195", "32B107", "32B114", "32B15", "32F52(DIGGERS)", "32H11(OPEN STRETCHED MINES)", "32H32(BREECH OR TUNNELING)", "32I515", "33B1", "33B3", "33F11", "34A26", "34A31", "3B104(19THC)", "3B211(FLORIALSHAFT)", "3B228(STANDING VASE)", "3B290(RISEN TABLE)", "3B30(OPENING)", "3B324(NURE DREW DRAUSTERS DRAFT)", "3B325(PARENTAL DRAFT)", "40E04", "41A188", "44E51", "44V22", "44V24", "45A63", "47I34", "48A1(GREADER)", "48A244", "48A62", "4AAA52", "51C45", "63A05", "73A", "81A08", "99K4(FLORAL STUCK)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 144, "gt_codes": ["31A247", "31A2514(+933)", "31A2516(+933)", "31A26211(+51)", "31A2747", "31A534", "31A611", "31B171", "31D14", "34B11", "41A23", "41A3221", "41A4231", "41A7612", "41A7633", "41B21", "41B31", "41B313", "41D211(+81)", "41D233(+81)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.24766283524904215, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "48A31501"], "valid_json": true, "hf1": 0.3865618986529826, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"48A31501\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FEMALE)", "24A21A(OLDBEWITT)", "24A22A(TRUTH)", "24A21B(YOUNGBEARD)", "24B94005", "24B9401", "48A619"], "valid_json": true, "hf1": 0.0397119341563786, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FEMALE)\", \"24A21A(OLDBEWITT)\", \"24A22A(TRUTH)\", \"24A21B(YOUNGBEARD)\", \"24B94005\", \"24B9401\", \"48A619\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.13174061433447098, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.3532338902147971, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DOOR)", "39E25(DOOR HINGE SAME),", "39J11"], "valid_json": true, "hf1": 0.1295743128192654, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B63(DOOR)\", \"39E25(DOOR HINGE SAME),\", \"39J11\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(CHRIST THE FLORETT BOTTLE)", "9B115(CHRIST BEHEMED BOTTLE)", "9B105"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(CHRIST THE FLORETT BOTTLE)\", \"9B115(CHRIST BEHEMED BOTTLE)\", \"9B105\"]}", "finish": "stop"}, {"codes": ["16G97", "32A16", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.12137931034482759, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A16\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A9700", "48A9703"], "valid_json": true, "hf1": 0.28811785095320624, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A9700\", \"48A9703\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.04955070603337613, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(ARCHITECTURAL)\", \"31C93\", \"52C3\"}}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.13063973063973064, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11738581771237984, "best_hf1": 0.3865618986529826, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "15B20", "16G97", "24A12A(LOCKS)", "24A20A(FEMALE)", "24A21A(OLDBEWITT)", "24A21B(YOUNGBEARD)", "24A22A(TRUTH)", "24B94005", "24B9401", "25G98", "25G99", "31A1002", "31A12", "31A51213", "31D11", "31D16", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A16", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33B1", "36A16211", "37J", "37L", "37P33", "39B63(DOOR)", "39E25(DOOR HINGE SAME),", "39J11", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A31501", "48A619", "48A9700", "48A9703", "48C1511", "59G14(GRUNGE FORM)", "9B104", "9B105", "9B113", "9B114(CHRIST THE FLORETT BOTTLE)", "9B115(CHRIST BEHEMED BOTTLE)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 145, "gt_codes": ["25G4(...)"], "greedy": {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 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"25G80", "25G93", "25G94", "25G135"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G74\", \"25G80\", \"25G93\", \"25G94\", \"25G135\"]}", "finish": "stop"}, {"codes": ["25G151", "25G4", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 0.9431968295904887, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G151\", \"25G4\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\"]}", "finish": "stop"}, {"codes": ["31A122", "31F002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A122\", \"31F002\"]}", "finish": "stop"}, {"codes": ["25G4(CLOCOTA)", "25G4(GATHERING HAY)", "25G4(HAY SKIDS)", "25G4(THE MAKING OF HAY)"], "valid_json": true, "hf1": 1.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CLOCOTA)\", \"25G4(GATHERING HAY)\", \"25G4(HAY SKIDS)\", \"25G4(THE MAKING OF HAY)\"], \"explanation\": \"The image shows an old botanical illustration. The detailed study is of a plant, a CLOCASELLA (clove tree plant). This document, however, has symmetrical arrangement with lots of plants.\"}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(WHEAT GOURDE FOR PERSIAN)", "25G4(LEMON GOURDE)"], "valid_json": true, "hf1": 1.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(WHEAT GOURDE FOR PERSIAN)\", \"25G4(LEMON GOURDE)\"]}", "finish": "stop"}, {"codes": ["25G423", "25G15", "24J24", "24J41"], "valid_json": true, "hf1": 0.5472, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G423\", \"25G15\", \"24J24\", \"24J41\"]}", "finish": "stop"}, {"codes": ["25G54(ELDERBERRY)", "25G54(AMBROSIALSHALEN)", "25G54(EIWA)", "25G54(WELL)", "20A31"], "valid_json": true, "hf1": 0.5292857142857142, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G54(ELDERBERRY)\", \"25G54(AMBROSIALSHALEN)\", \"25G54(EIWA)\", \"25G54(WELL)\", \"20A31\"]}", "finish": "stop"}, {"codes": ["11G97", "31A235", "25I34"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"31A235\", \"25I34\"]}", "finish": "stop"}, {"codes": ["25G20(ARCHALIS)", "12A035(MYRTACEAE)", "30F0411(IRRIGATION)", "25G0015(PLANT MUTAFIA)", "12A209(BASILICA)", "12A207(MENTHA)]", "63J012", "23C012"], "valid_json": true, "hf1": 0.25741935483870965, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G20(ARCHALIS)\", 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false, "text": "{\"iconclass-codes\": [\"25G4(COLUMBA)\", \"33C23\", \"35E11\", \"45C2####\"]}", "finish": "stop"}, {"codes": ["25G218", "25F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.3402461538461538, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G218\", \"25F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.49639074901536373, "best_hf1": 1.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A3056(DECORATIVE PRINT)", "11C42", "11G97", "12A035(MYRTACEAE)", "12A207(MENTHA)]", "12A209(BASILICA)", "13B24", "13L44", "20A31", "23C012", "24J24", "24J41", "25E18", "25E18(castling)", "25E18(coulour twinkles)", "25E18(gotherling)", "25E18(maced), 25E00", "25E18(orb)", "25E18(orbital)", "25E18(sammoth), 25E00", "25E18(tanwhite)", "25E18(whiting)", "25F9", "25G0015(PLANT MUTAFIA)", "25G118", "25G12", "25G135", "25G14(GRUNGE FLOWERS)", "25G14(GRUNGE FORM)", 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0.13, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.24247619047619046, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.13000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u5973\u6027\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u7a7f\u7740\u7c89\u8272\u548c\u9ec4\u8272\u7684\u670d\u88c5\u3002\u4ea4\u6613\u548c\u4ea4\u6362\u7684\u5173\u7cfb\u4ee5\u53ca\u827a\u672f\u4e0e\u5408\u4f5c\u7684\u7ed3\u5408\u4f7f\u5176\u5177\u6709\u591a\u91cd\u610f\u4e49\u30021. **36A06211**\uff1a\u8fd9\u5e45\u56fe\u50cf\u4ee3\u8868\u4e86\u4e00\u4e2a\u4eba\uff0c\u8fd9\u8868\u660e\u5b83\u4e3b\u8981\u662f\u5728\u63cf\u7ed8\u4e00\u4e2a\u4e2a\u4f53\u30022. **37J**\uff1a\u8be5\u5973\u6027\u5f62\u8c61\u6697\u793a\u4e86\u5979\u7684\u6027\u522b\u30023. **37L**\uff1a\u8be6\u7ec6\u7684\u5e03\u5c40\u548c\u7ed3\u6784\u53ef\u80fd\u662f\u7cbe\u5fc3\u7ed8\u5236\u7684\u8096\u50cf\u753b\u30024. **37P**\uff1a\u73af\u5883\u6216\u80cc\u666f\u4e0d\u6e05\u695a\uff0c\u5e76\u4e0d\u7a81\u51fa\u3002\"", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.2962025316455696, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.3135723431498079, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 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false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGERS)", "12F52(BARRICADE)", "12F52(ABBEY)", "12F52(LESSER)", "12F52(Mixed)", "12F2025(People)", "12F2047(People)", "12F2056(People)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGERS)\", \"12F52(BARRICADE)\", \"12F52(ABBEY)\", \"12F52(LESSER)\", \"12F52(Mixed)\", \"12F2025(People)\", \"12F2047(People)\", \"12F2056(People)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "12D4901", "21A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"12D4901\", \"21A17\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10352942516129764, 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"all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOUT***************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************\", \"44B15(FIFTH)\", \"212B24(FIVTH)\", \"212D25(FIFTH)\", \"25K30\", \"59F14(GROUP)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.2356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212M63"], "valid_json": true, "hf1": 0.14250000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["30A12", "31C51", "33C34", "33C36", "33C37", "33W514"], "valid_json": true, "hf1": 0.13329842931937172, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"31C51\", \"33C34\", \"33C36\", \"33C37\", \"33W514\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["31C151", "31C42", "31C328", "31C17"], "valid_json": true, "hf1": 0.15918367346938778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31C151\", \"31C42\", \"31C328\", \"31C17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.15862068965517243, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "44A43", "46A111"], "valid_json": true, "hf1": 0.19666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"44A43\", \"46A111\"]}", "finish": "stop"}, {"codes": ["1B104(CHILD)", "1B105(FIRST KNEELING CHILD)", "11C(CHRISTCHILDS)", "11C(OLD AND NEW TESTAMENT)", "11H(David)", "11K(CHRIST'S NETS)", "29F732(JULIET)", "31D14(FLOWER)", "31H102(REGION OF A SKY)"], "valid_json": true, "hf1": 0.15358885017421606, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(CHILD)\", \"1B105(FIRST KNEELING CHILD)\", \"11C(CHRISTCHILDS)\", \"11C(OLD AND NEW TESTAMENT)\", \"11H(David)\", \"11K(CHRIST'S NETS)\", \"29F732(JULIET)\", \"31D14(FLOWER)\", \"31H102(REGION OF A SKY)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.10594847775175645, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "31B117", "31B124"], "valid_json": true, "hf1": 0.15000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"31B117\", \"31B124\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.050666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGG)", "37B232", "37B248"], "valid_json": true, "hf1": 0.07272727272727272, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGG)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.10000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12348754540190691, "best_hf1": 0.2356, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11C(CHRISTCHILDS)", "11C(OLD AND NEW TESTAMENT)", "11E12", "11E16", "11E18", "11E2", "11H(David)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "11K(CHRIST'S NETS)", "121D2(DIGG)", "12D489", "15B14(BANKETS)", "15B20", "16G97", "19B220", "1B104(CHILD)", "1B105(FIRST KNEELING CHILD)", "20A45", "20F93", "212B24(FIVTH)", "212D25(FIFTH)", "212M63", "21A15", "25C22(BOUT***************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************", "25K30", "29F732(JULIET)", "30A12", "31A023", "31A051", "31A1002", "31A12", "31A181", "31A184", "31A235", "31A25", "31A72", "31A77", "31A89", "31A96", "31B112", "31B117", "31B124", "31C151", "31C17", "31C328", "31C42", "31C51", "31D14(FLOWER)", "31D16", "31H102(REGION OF A SKY)", "31J84", "32A107", "32A195", "32B107", "32B114", "32B15", "33C34", "33C36", "33C37", "33W514", "37B232", "37B248", "41B1", "41B3", "44A43", "44B15(FIFTH)", "44E51", "45E84", "46A111", "46I34", "59F14(GROUP)", "59G14(GROUP)", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 148, "gt_codes": ["61D(GERMANIA)", "61D(FRANCIA)", "45A145"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(Germany)", "59P40(Catalogue)", "59P51(United Kingdom)", "68B51(Typewriter)"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany)\", \"59P40(Catalogue)\", \"59P51(United Kingdom)\", \"68B51(Typewriter)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V220", "212M63"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H001", "11H(G6C00)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H001\", \"11H(G6C00)\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": 1. **Context Analysis:**\\n- The artwork is an illustration from a printed article titled \\\"LES PAIEMENTS DE L'ALLEMAGNE EN 1913\\\".\\n- The style is clearly satirical cartoons, common in political or social publications.\\n- The image features exaggerated caricatures of figures in historical/imperial attire (crawlers, central figures).\\n\\n2. **Iconographic Candidates:**\\n- **37J (Galleria di umoristiche):** This code directly describes 'Political or other cartoons' and fits the general category.\\n- **36A06211 (Person in historical or caricature costume):** The figures are depicted in costumes from a historical period (likely imperial Germany, given the title), making this scene suitable classification.\\n- **37P (Comedy; Merry- going):** The dynamic posture of the figures and the chaotic, exaggerated scenario lean towards a 'merry-go' or caricature of national behavior.\\n\\n3. **Exclusions:**\\n- While '31A' codes for book illustrations, these are more specifically political/social cartoons, better covered by 31A113 specific ones.\\n- The small Madrid School stamp (C22, C300, C10) is visible but is not the artwork itself, but rather provenance information.\\n\\nTherefore, the most relevant and specific codes are from 31A (book illustration) and 37 (cartooneries).\"", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(PLANTAR FLORETT)", "25C101"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(PLANTAR FLORETT)\", \"25C101\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.04444444444444444, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C3250", "22B1590####"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C3250\", \"22B1590####\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.025558757215007215, "best_hf1": 0.10857142857142858, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "10D14", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(FRANCIS)", "11H(G6C00)", "11H001", "11H118", "11H743", "121D2(DIGRESSIVE)", "12C489", "15B20", "16G97", "18B16", "20A45", "20F93", "212M63", "22B1590####", "22C3250", "24A12A", "24A26", "25A1", "25C101", "2E198", "2E199", "31D11", "31J03", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33C17", "33C30", "45E04", "47C1511", "47I34", "48A125", "48A28", "48C40", "59G14(Germany)", "59P40(Catalogue)", "59P51(United Kingdom)", "68B51(Typewriter)", "89V220", "92E51", "92F4(ORIGINAL BLACK AND WHITE PHOTO)", "9B104", "9B113", "9B113(PLANTAR FLORETT)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 149, "gt_codes": ["11H(PETER)", "11Q733", "31A25561(+915)", "49L12(P)", "49L171", "73F45"], "greedy": {"codes": ["20B11", "20B11", "20B11", "20B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B11\", \"20B11\", \"20B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE DEVISE)", "59D13(MEDIEVAL ILLUSTRATED TEXT)", "33C4", "59C42", "12B24"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE DEVISE)\", \"59D13(MEDIEVAL ILLUSTRATED TEXT)\", \"33C4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["11J03011", "11J03012", "11F12", "31H204"], "valid_json": true, "hf1": 0.25333333333333335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03011\", \"11J03012\", \"11F12\", \"31H204\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.10363636363636365, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "21H36", "21H413"], "valid_json": true, "hf1": 0.2268307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"21H36\", \"21H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.39018078020932445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.2026666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["25H062(A)", "25H063"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(A)\", \"25H063\"]}$", "finish": "stop"}, {"codes": ["21A18", "21B9", "48A21", "54A114", "54F13", "57A30"], "valid_json": true, "hf1": 0.04406779661016949, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"48A21\", \"54A114\", \"54F13\", \"57A30\"]}", "finish": "stop"}, {"codes": ["11A023", "11A051", "48A43", "48A4411", "16D01", "18A10"], "valid_json": true, "hf1": 0.2234671532846715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A023\", \"11A051\", \"48A43\", \"48A4411\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613", "51617", "52A2901"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\", \"51617\", \"52A2901\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19", "31A43", "31B15", "31B2", "31B26"], "valid_json": true, "hf1": 0.21770833333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\", \"31A43\", \"31B15\", \"31B2\", \"31B26\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "13A3301", "11A8", "32C4"], "valid_json": true, "hf1": 0.2171428571428572, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"13A3301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235", "906C"], "valid_json": true, "hf1": 0.2682352941176471, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\", \"906C\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C325(I,II)", "22C42####(M)", "48C515"], "valid_json": true, "hf1": 0.11081180811808118, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C325(I,II)\", \"22C42####(M)\", \"48C515\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.16956521739130437, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.16340498165049094, "best_hf1": 0.39018078020932445, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10D14", "11A023", "11A051", "11A218", "11A8", "11E18", "11F12", "11H(FRANCIS)", "11H112", "11H118", "11H168", "11H24", "11H28", "11H743", "11J03011", "11J03012", "12B24", "12F52(DIGRESSIVE)", "13A3301", "16D01", "16G17", "16G19", "18A10", "18B20", "1B104", "1B113", "21A18", "21B9", "21D32", "21H36", "21H413", "22A107", "22C325(I,II)", "22C42####(M)", "23E12", "23F9", "24A12A", "24A26", "25H062(A)", "25H063", "26C7", "31A10", "31A100", "31A102", "31A12", "31A235", "31A26", "31A43", "31B15", "31B2", "31B26", "31D11", "31H204", "32C4", "33A10", "33B1", "33C4", "35B2", "35C7", "48A21", "48A244", "48A43", "48A4411", "48C1511", "48C515", "51613", "51617", "51C45", "52A2901", "52A9", "54A114", "54F13", "57A30", "59C42", "59D13(MEDIEVAL ILLUSTRATED TEXT)", "59G14(GRUNGE DEVISE)", "59G14(GRUNGE FORM)", "906C"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 150, "gt_codes": ["11M41", "31A511"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE DEVIL)", "59G13(GRUNGE ROD OCCTING)", "59G34(GRUNGE SCHEHERAZADE)", "59G24(GRUNGE DEVIL)", "59G13(GRUNGE ROD OCCTING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE DEVIL)\", \"59G13(GRUNGE ROD OCCTING)\", \"59G34(GRUNGE SCHEHERAZADE)\", \"59G24(GRUNGE DEVIL)\", \"59G13(GRUNGE ROD OCCTING)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.2097169811320755, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.21714285714285717, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["24A12A(NUDE FEMALE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(NUDE FEMALE)\"], \"name\": \"Female Elegy\", \"url\": \"http://iconclass.org/24A/12A\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.26285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.3707006369426751, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ANIMAL ICONOGRAPHY)"], "valid_json": true, "hf1": 0.11428571428571428, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ANIMAL ICONOGRAPHY)\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.24810126582278486, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590####"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590####\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "14C489", "23A45"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"14C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14373927548169121, "best_hf1": 0.3707006369426751, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A238", "11E12", "11E1515", "11E162", "11E167", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H18", "11H413", "11H743", "12F52(DIGRESSIVE)", "14C489", "163A05", "16G97", "1B104", "1B113", "20C33", "21B10", "22B1590####", "22C3250", "23A45", "23F93", "24A12A(NUDE FEMALE)", "26C7", "28D32", "2E198", "2E199", "31A10", "31A100", "31A102", "31A12", "31A26", "31D16", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "36A1621", "36D1", "36D2", "36D3", "36D6", "44E51", "47C1511", "47I34", "48A125", "48A433", "51F13", "51G6", "51M5", "55A13", "59G13(GRUNGE ROD OCCTING)", "59G14(GRUNGE FORM)", "59G24(GRUNGE DEVIL)", "59G34(GRUNGE SCHEHERAZADE)", "601A11", "72A023", "72A051", "73F12", "81A08", "99K4(ANIMAL ICONOGRAPHY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 151, "gt_codes": ["31A231", "31A2421", "45C21", "61B(+53)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B12\", \"10B13\", \"10B14\", \"10B15\", \"10B16\", \"10B17\", \"10B18\", \"10B19\", \"10B20\", \"10B21\", \"10B22\", \"10B23\", \"10B24\", \"10B25\", \"10B26\", \"10B27\", \"10B28\", \"10B29\", \"10B30\", \"10B31\", \"10B32\", \"10B33\", \"10B34\", \"10B35\", \"10B36\", \"10B37\", \"10B38\", \"10B39\", \"10B40\", \"10B41\", \"10B42\", \"10B43\", \"10B44\", \"10B45\", \"10B46\", \"10B47\", \"10B48\", \"10B49\", \"10B50\", \"10B51\", \"10B52\", \"10B53\", \"10B54\", \"10B55\", \"10B56\", \"10B57\", \"10B58\", \"10B59\", \"10B60\", \"10B61\", \"10B62\", \"10B63\", \"10B64\", \"10B65\", \"10B66\", \"10B67\", \"10B68\", \"10B69\", \"10B70\", \"10B71\", \"10B72\", \"10B73\", \"10B74\", \"10B75\", \"10B76\", \"10B77\", \"10B78\", \"10B79\", \"10B80\", \"10B81\", \"10B82\", \"10B83\", \"10B84\", \"10B85\", \"10B86\", \"10B87\", \"10B88\", \"10B89\", \"10B90\", \"10B91\", \"10B92\", \"10B93\", \"10B94\", \"10B95\", \"10B96\", \"10B97\", \"10B98\", \"10B99\", \"10BA00\", \"10BA01\", \"10BA02\", \"10BA03\", \"10BA04\", \"10BA05\", \"10BA06\", \"10BA07\", \"10BA08\", \"10BA09\", \"10BA10\", \"10BA11\", \"10BA12\", \"10BA13\", \"10BA14\", \"10BA15\", \"10BA16\", \"10BA17\", \"10BA18\", \"10BA19"}, "samples": [{"codes": ["591L40", "01A214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"591L40\", \"01A214\"]}", "finish": "stop"}, {"codes": ["27A107", "35B10", "917B"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B10\", \"917B\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.25851428571428575, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\"]}", "finish": "stop"}, {"codes": ["1.11", "1.12", "1.13", "1.14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1.11\", \"1.12\", \"1.13\", \"1.14\"]}", "finish": "stop"}, {"codes": ["47C15"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C15\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["36A0621", "36D0", "36D06", "36D07", "36D25", "36D42", "36D43", "36D56", "36D61"], "valid_json": true, "hf1": 0.0970065075921909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A0621\", \"36D0\", \"36D06\", \"36D07\", \"36D25\", \"36D42\", \"36D43\", \"36D56\", \"36D61\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "12E1515", "11A1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"12E1515\", \"11A1\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16.1.1", "25E25", "25I34", "25I51", "29K4", "33H6"], "valid_json": true, "hf1": 0.04222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1.1\", \"25E25\", \"25I34\", \"25I51\", \"29K4\", \"33H6\"]}", "finish": "stop"}, {"codes": ["15B20", "33D11", "33D15", "33L30"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"33D11\", \"33D15\", \"33L30\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11F18", "18A25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11F18\", \"18A25\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITAL FILE)", "22C3250"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL FILE)\", \"22C3250\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C4\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.043806969606074816, "best_hf1": 0.25851428571428575, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["01A214", "1.11", "1.12", "1.13", "1.14", "11A1", "11A218", "11E12", "11E18", "11F16", "11F18", "11F2", "12E1515", "12F52(DIGITAL FILE)", "15B20", "16.1.1", "18A25", "1B104", "1B113", "21D32", "22C3250", "23F9", "24A12", "25E25", "25I34", "25I51", "27A107", "29K4", "2E198", "2E199", "31J03", "33A10", "33A12", "33D11", "33D15", "33H6", "33L30", "35B10", "36A0621", "36D0", "36D06", "36D07", "36D25", "36D42", "36D43", "36D56", "36D61", "45E04", "47C15", "51613", "51C4", "591L40", "917B"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 152, "gt_codes": ["33B41", "96D(SABINE WOMEN)61", "98"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "239C211(EAR OF VIOLENCE)", "63B13(ARCHA", "63C42", "63C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"239C211(EAR OF VIOLENCE)\", \"63B13(ARCHA\", \"63C42\", \"63C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.09411764705882351, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30B4212"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30B4212\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A(APOLLON)\", \"30A13A(ARTEMIS)\", \"30A23B(AMALTHEA)\", \"30A24D(PALICYMENE)],\", \"30E242\"],}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.09936305732484076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A433", "48A434", "16D01", "48A438"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A433\", \"48A434\", \"16D01\", \"48A438\"]}", "finish": "stop"}, {"codes": ["4B104", "4B113", "4B132", "4B114(CHRIST THE FATHER)", "4B25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104\", \"4B113\", \"4B132\", \"4B114(CHRIST THE FATHER)\", \"4B25\"]}", "finish": "stop"}, {"codes": ["14G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.09496402877697842, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"14G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.19124183006535947, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D250(FORCED)", "121D241(UNHOLY)", "49A185"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D250(FORCED)\", \"121D241(UNHOLY)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["41A218", "41A93", "42C489", "42D45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"42C489\", \"42D45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04581374353495847, "best_hf1": 0.19124183006535947, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D241(UNHOLY)", "121D250(FORCED)", "14G97", "15B14(BANKETS)", "15B20", "16D01", "239C211(EAR OF VIOLENCE)", "2E198", "2E199", "305B", "30B4212", "31A023", "31A051", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31D11", "31J8401", "31J8402", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33B1", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A218", "41A93", "41B1", "41B3", "42C489", "42D45", "47C1511", "48A433", "48A434", "48A438", "49A185", "4B104", "4B113", "4B114(CHRIST THE FATHER)", "4B132", "4B25", "53A", "59G14(GROUP)", "63B13(ARCHA", "63C42", "63C44", "73A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 153, "gt_codes": ["73C221", "73C222", "73C223"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["25G129(APPLE)", "25G163(EASEL)", "92I16(BOOK,MANUSCRIPT,ILLUSTRATEDW/WTXT)", "10M317(AMAZINGNESS)", "29B94005", "21B9400", "48A619"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G129(APPLE)\", \"25G163(EASEL)\", \"92I16(BOOK,MANUSCRIPT,ILLUSTRATEDW/WTXT)\", \"10M317(AMAZINGNESS)\", \"29B94005\", \"21B9400\", \"48A619\"]}", "finish": "stop"}, {"codes": ["25G118", "25G74", "25G80", "25G93", "25G94", "25G135"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G74\", \"25G80\", \"25G93\", \"25G94\", \"25G135\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33C23", "33A37", "33B3", "33A33", "33A63"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33C23\", \"33A37\", \"33B3\", \"33A33\", \"33A63\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J491"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J491\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "25G4(GREENARSHA CEE1)", "25G4(GREENARSHA CEE2)", "25G4(GREENARSHA CEE3)", "25L16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"25G4(GREENARSHA CEE1)\", \"25G4(GREENARSHA CEE2)\", \"25G4(GREENARSHA CEE3)\", \"25L16\"]}", "finish": "stop"}, {"codes": ["16G97", "31A195", "25I34", "25I31", "25I32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"31A195\", \"25I34\", \"25I31\", \"25I32\"]}", "finish": "stop"}, {"codes": ["20C33", "31A103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A103\"], \"book\": [\"31L30\"]}{\n\t\t\t\t\"key\": \"31A103\",\n\t\t\t\t\"value\": \"1480. (The two complete works by bastard & geyzer per nine)\"\n\t\t\t},\n\t\t\t\"31A103\"\n\t\t]\n```\n\nThis is a page from a book, specifically page 158 of the first part of the book, 'Die ghemenst Moden' by Berchem.\n\n### Analysis\n\n1. **Object Identification:**\n - **Page of Book:** The primary object is a page from a book.\n - **Text:** The page contains a column of Dutch text with illustrations.\n\n2. **Content Analysis:**\n - **Text:** The Dutch text is titled 'Effekt van Ende Kap. IV' and includes information about fashion. It discusses fashions for different types of people (men and women) and mentions items like a \"balken van gracht\" and \"Berkelyn\".\n\n3. **Historical Context:**\n - **Era:** The fashion depicted suggests a historical period, possibly the late 18th or early 19th century, based on the clothing styles and the text's detailed description of fashion.\n - **Author:** The book is by Berchem, a Dutchemaker of the late 18th century.\n\n4. **Iconography and Style:**\n - **Derivations:** The text and illustrations suggest a focus on fashion and a detail that is typical of the era.\n - **Artistic Techniques:** The illustrations are likely engravings or etchings, common in books from that period.\n\n5. **Specific Details:**\n - **Page Layout:** The text is arranged in a column with illustrations, typical of a fashion-focused book.\n - **Visual Elements:** The illustrations likely depict people in fashionable attire, consistent with the text's description.\n\n### References to IconClass Codify:\n- **Fashion and Clothing:**\n - `fashion`: Represents the focus on fashion and clothing in the text.\n - `clothing`: Represents the specific items and styles of clothing mentioned in the text.\n - `fashionable clothing`: Highlights the fashionable nature of the clothing described.\n- **Books and Text:**\n - `book`: Represents the book itself as the medium of the fashion descriptions.\n - `text`: Represents the textual content of the book.\n - `printed page`: Represents the printed nature of the book's content.\n\n### Conclusion\n\nThe page is a detailed fashion treatise from a book by Berchem, focusing on the latest trends in clothing for both men and women. The illustrations likely show people in fashionable attire, reflecting the specific items and styles mentioned in the text. This page serves as a historical document of fashion trends from the late 18th or early 19th century.", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, 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JOSEPH)", "121D2(VICENTE)", "15A2114", "15B20", "16300", "16G97", "16I19", "18110", "1B104(19THC)", "1B201(20THC)", "1B202(21STC)", "20AAA5", "24A12A(LOCKS), (24A12A)", "24D21", "25C101(ARCHITECTURAL BEAUTY)", "25C103(ARCHITECTURAL INTERIOR)", "25C105(ARCHITECTURAL RECONSTRUCTION)", "27A107", "29F17", "2A1", "2E19818", "31A235", "31D11", "31J03", "33A1002", "33A12", "33B1", "34E51", "35B2", "35C7", "39K4(ARCHITECTURE)", "41B1", "41B3", "45E04", "45E22", "45E246", "45E406", "45E512", "47A1510", "47A305", "48A1121", "48A2181", "48A97002", "48A98226", "48C1511", "48C415", "48D1", "48G3151", "49J49122", "52A9", "53C18(PACMAN MASK)", "59G11(GRUNGE WALKWAY)", "59G14(GRUNGE FORM)", "59G24(GRUNGE ARCH)", "63A13(ARCH WITH TWO NARROW OPENING)", "63A17(ARCH WITH ONE NARROW OPENING)", "72A023", "72A051", "72A433", "72A438"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 159, "gt_codes": ["34B11", "47I213", "47I221", "47I2211"], "greedy": {"codes": ["20B11", "20B111", "20B112", "20B113", "20B114", "20B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B111\", \"20B112\", \"20B113\", \"20B114\", \"20B115\"]}"}, "samples": [{"codes": ["591L40", "01A214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"591L40\", \"01A214\"]}", "finish": "stop"}, {"codes": ["27A107", "35B1", "35C7", "52A9"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B1\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.19374193548387098, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12", "24F51", "24L34", "90C16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\", \"24F51\", \"24L34\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H882"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H882\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.23673469387755103, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A062(A1)\", \"37J\", \"37L\", \"37P\"], \"explanation\": \"This is a document (letter/paper) with handwritten/printed notes/stamps. The circular embossed mark suggests it may be an officially typed or printed letter.\\n\\n**Relevant icon codes from Iconclass system**:\\n\\n* **Document Types**:\\n * `37 L` (Letter/paper): This is a clearly identifiable piece of paper.\\n * `37 A06` to `37 P` (Private letters): These codes cover the range of personally written or sent letters and notes.\\n\\n* **Specific Document Features**:\\n * `37 A062(A1)` (Letterhead/Logo): The image contains a rectangular mark in the bottom right corner with letters resembling \\\"R H D\\\" inside, characteristic of a letterhead or logo.\\n * `37 K` (Stamped document): A portmanteau code, but the image contains a distinct \\\"STAMP\\\" area with a registered office stamp.\\n * `37 L2` (Stamp): The round, stamped mark on the paper qualifies as a stamp.\\n * `37 M03` (Stamp/Inscription): The small block of handwritten numbers in the bottom right corner, like `00117468`, fits the broad definition of a small inscription or stamp-like mark.\\n\\n**Confidence: 9/10**\\n\\nThe icons are confident in recognizing the object as a letter with a stamp and letterhead, and feel additional features like stamps/note are well-represented by these specific codes.\"", "finish": "stop"}, {"codes": ["25G98", "25G99", "15E1515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"15E1515\", \"11A16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16.1C193", "16.1C194", "16.1E51", "16.1E53", "16.1E56", "28A1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1C193\", \"16.1C194\", \"16.1E51\", \"16.1E53\", \"16.1E56\", \"28A1\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.06610169491525424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11.18S0", "21E25", "47F20", "47G1"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11.18S0\", \"21E25\", \"47F20\", \"47G1\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL FILE)\", \"22C3250,22C3259(####)**,12A02**\"\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "41A24"], "valid_json": true, "hf1": 0.07125000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"41A24\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0586976036006256, "best_hf1": 0.23673469387755103, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["01A214", "11.18S0", "11A16", "11A218", "11H(FRANCIS)", "11H118", "11H743", "11H882", "13A3", "15B20", "15E1515", "16.1C193", "16.1C194", "16.1E51", "16.1E53", "16.1E56", "1B104", "1B113", "21D32", "21E25", "23F9", "24A12", "24F51", "24L34", "25G98", "25G99", "27A107", "28A1", "31D11", "31J03", "33A10", "33A12", "33B1", "35B1", "35C7", "41A24", "45E04", "47C1511", "47F20", "47G1", "51613", "51C45", "52A9", "591L40", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 160, "gt_codes": ["44B1", "46A12", "45C21"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10B117\", \"10B118\", \"10B119\", \"10B120\", \"10B121\", \"10B122\", \"10B123\", \"10B124\", \"10B125\", \"10B126\", \"10B127\", \"10B128\", \"10B129\", \"10B130\", \"10B131\", \"10B132\", \"10B133\", \"10B134\", \"10B135\", \"10B136\", \"10B137\", \"10B138\", \"10B139\", \"10B140\", \"10B141\", \"10B142\", \"10B143\", \"10B144\", \"10B145\", \"10B146\", \"10B147\", \"10B148\", \"10B149\", \"10B150\", \"10B151\", \"10B152\", \"10B153\", \"10B154\", \"10B155\", \"10B156\", \"10B157\", \"10B158\", \"10B159\", \"10B160\", \"10B161\", \"10B162\", \"10B163\", \"10B164\", \"10B165\", \"10B166\", \"10B167\", \"10B168\", \"10B169\", \"10B170\", \"10B171\", \"10B172\", \"10B173\", \"10B174\", \"10B175\", \"10B176\", \"10B177\", \"10B178\", \"10B179\", \"10B180\", \"10B181\", \"10B182\", \"10B183\", \"10B184\", \"10B185\", \"10B186\", \"10B187\", \"10B188\", \"10B189\", \"10B190\", \"10B191\", \"10B192\", \"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59G14(Germany-15)", "40F97", "59C21113", "681C163", "33C4", "59C42", "12B24"], "valid_json": true, "hf1": 0.049894291754756875, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany-15)\", \"40F97\", \"59C21113\", \"681C163\", \"33C4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.28891428571428573, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A(19TH CENTURY)", "24A12A(BRITISH EMPIRE)", "24A12A(FORTWENTIES)", "24A12A(1800-1900)", "24A12A(19TH CENTURY-PRINCESS)", "24A12A(19TH CENTURY-KING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(19TH CENTURY)\", \"24A12A(BRITISH EMPIRE)\", \"24A12A(FORTWENTIES)\", \"24A12A(1800-1900)\", \"24A12A(19TH CENTURY-PRINCESS)\", \"24A12A(19TH CENTURY-KING)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A1001"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A1001\"]}", "finish": "stop"}, {"codes": ["36A162(AUTO PORTRAIT)(PORTRAIT)", "36A1623(AUTO PORTRAIT)", "36A164(PORTRAIT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(AUTO PORTRAIT)(PORTRAIT)\", \"36A1623(AUTO PORTRAIT)\", \"36A164(PORTRAIT)\"], \"explanation\": \"The image shows a monochrome portrait. The subject is King George III of Great Britain, as indicated by the text below the image. The style appears to be an engraving print, a common medium for such portraits. While the subject is named, the print itself is a generic representation of a royal portrait and a print/engraving. '36A164' offers the most direct general description.\", \"verifications\": \"1. **Subject Identification**: The individual is visually identifiable as King George III due to his distinctive mustache, hairstyle (a curly wig common in that era), and attire (a military-style uniform with epaulets, typical for a royal portrait). The text below the image in Latin reads 'Majestatum Rex', which translates to 'King of Great Brittan', confirming the portrt is of a monarch.\\n2. **Medium Identification**: The image is monochrome (black/gray on white) with fine lines, indicative of an engraving or etching. The technique visible is consistent with historical portrait prints.\", \"confidence\": 0.95}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19TH CENTURYILITY)", "21D322", "2113(19THCENTURYIL)", "22A2901", "22A291"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19TH CENTURYILITY)\", \"21D322\", \"2113(19THCENTURYIL)\", \"22A2901\", \"22A291\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A9791\", \"48A978\"], \"infos\"<\":4:\", \"top\": \"Portrait of a man\", \"second\": \"Portrait of a man\", \"third\": \"Portrait of a man\", \"fourth\": \"Portrait of a man\"}}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKGROUND OR LIGHT)", "159A####(MUG)", "21C149(LANGUAGE:GERMAN)", "21E102(SHIRT)", "25B25(DRESS)", "44CC4738(MOVEABLE BRAIDED)", "4604####(LOGATHIE)", "47H156(CORPS BADGE)", "48A33603"], "valid_json": true, "hf1": 0.16764705882352945, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKGROUND OR LIGHT)\", \"159A####(MUG)\", \"21C149(LANGUAGE:GERMAN)\", \"21E102(SHIRT)\", \"25B25(DRESS)\", \"44CC4738(MOVEABLE BRAIDED)\", \"4604####(LOGATHIE)\", \"47H156(CORPS BADGE)\", \"48A33603\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05110585822066671, "best_hf1": 0.28891428571428573, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12F52(DIGRESSIVE)", "159A####(MUG)", "16G97", "18B16", "1B104(19TH CENTURYILITY)", "2113(19THCENTURYIL)", "21C149(LANGUAGE:GERMAN)", "21D322", "21E102(SHIRT)", "22A2901", "22A291", "22C32(BACKGROUND OR LIGHT)", "23F9", "24A12A(1800-1900)", "24A12A(19TH CENTURY)", "24A12A(19TH CENTURY-KING)", "24A12A(19TH CENTURY-PRINCESS)", "24A12A(BRITISH EMPIRE)", "24A12A(FORTWENTIES)", "25A1", "25B25(DRESS)", "27A107", "2E198", "2E199", "31A0231", "31A0272", "31J03", "32A19", "33A10", "33A1001", "33A12", "33A26", "33C4", "34A31", "35B2", "35C7", "36A162(AUTO PORTRAIT)(PORTRAIT)", "36A1623(AUTO PORTRAIT)", "36A164(PORTRAIT)", "40F97", "41A128", "44CC4738(MOVEABLE BRAIDED)", "45E04", "45E22", "45E24", "45F04", "4604####(LOGATHIE)", "47H156(CORPS BADGE)", "48A125", "48A244", "48A33603", "48C1511", "51C45", "52A9", "59C21113", "59C42", "59G14(Germany-15)", "630E", "631A", "681C163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 161, "gt_codes": ["11M42", "11M44", "25H", "25I", "44G0", "44G112", "46C13141", "46C1463", "54A2", "92D1916"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOP)", "15O13(FLOOR)", "15I34"], "valid_json": true, "hf1": 0.17121951219512196, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15I34\"], \"note\": \"This artwork appears to be a group scene with allegorical figures, featuring multiple figures including seated and reclining individuals, along with muses or allegorical subjects. There are elements suggestive of a banquet or courtly gathering with scaffolding-like structures, indicating an indoor setting typical for such genre scenes in 17th-century art. The presence of cherubs\u2019 and scroll gives a sense of classical genre and possibly mythological or allegorical themes, common in portraits or genre scenes from that period.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03011", "31J08911", "31F12", "31H404", "31H405"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011\", \"31J08911\", \"31F12\", \"31H404\", \"31H405\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1700+)\", \"24A12A(BRUT], (A]\", \"24A12A(A18W],\"]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.13237410071942446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.2003160270880361, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31C172"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31C172\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E19818", "4E3491", "4E158211", "4E1613", "4E1305", "4A16"], "valid_json": true, "hf1": 0.14717758985200843, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E19818\", \"4E3491\", \"4E158211\", \"4E1613\", \"4E1305\", \"4A16\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24J24", "14601"], "valid_json": true, "hf1": 0.21493685419058553, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24J24\", \"14601\"]}", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(21STC)", "10A168(EARL)", "10A190(EARLDUCHESS)", "10A192(EARLCOMTE)", "10A193(EARLCOMTESSE)", "10A435(EARLIPHANT)", "73D65(F]+=E==)(PORTAITERHISTORIQUEUNIQUE)"], "valid_json": true, "hf1": 0.08489361702127661, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(21STC)\", \"10A168(EARL)\", \"10A190(EARLDUCHESS)\", \"10A192(EARLCOMTE)\", \"10A193(EARLCOMTESSE)\", \"10A435(EARLIPHANT)\", \"73D65(F]+=E==)(PORTAITERHISTORIQUEUNIQUE)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.03636363636363636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L30(LONG)\", \"138Q8\"], \"infos\"
12
\n\n{{if (info)}}{{split(info, `_`)|ifValidate}}\n{{if (info)}}{{info}}\n{{else}}\nInfo not provided.\n
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\n\n{{if (info)}}{{info}}\n{{else}}\nInfo required.\n
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\n\n{{if (info)}}{{info}}\n{{else}}\nMissing info.\n
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\n\n{{else}}\n\n\n
\n\n{{if (info)}}{{info}}\n{{else}}\nRequired info.\n
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\n\n{{if (info)}}{{info}}\n{{else}}\nCannot process info.\n
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\n\n{{if (info)}}{{info}}\n{{else}}\nCannot validate.\n
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\n\n{{", "finish": "length"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.2142353281295172, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR LIGHTING)", "39A####(MOUNT)", "41C149(LANGUAGE: LATE)", "41E102(SHIRT)", "55B25(DDRAWING LARGE)", "55B38(DDRAWING LARGE)", "55B39(DDRAWING LARGE)", "71C33(PLATE)", "71C33(PLATE)", "81G2"], "valid_json": true, "hf1": 0.1445571166768479, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR LIGHTING)\", \"39A####(MOUNT)\", \"41C149(LANGUAGE: LATE)\", \"41E102(SHIRT)\", \"55B25(DDRAWING LARGE)\", \"55B38(DDRAWING LARGE)\", \"55B39(DDRAWING LARGE)\", \"71C33(PLATE)\", \"71C33(PLATE)\", \"81G2\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315(figure with single symbolic head)", "48A45", "48A19"], "valid_json": true, "hf1": 0.11142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315(figure with single symbolic head)\", \"48A45\", \"48A19\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09109389710406413, "best_hf1": 0.21493685419058553, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["10A168(EARL)", "10A190(EARLDUCHESS)", "10A192(EARLCOMTE)", "10A193(EARLCOMTESSE)", "10A435(EARLIPHANT)", "11A1", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "14601", "15B14(BANKETS)", "15I34", "15O13(FLOOR)", "16G97", "22C32(BACKDROP OR LIGHTING)", "24J24", "25C22(BOP)", "2E19818", "31A10", "31A100", "31A102", "31A12", "31A26", "31C172", "31D16", "31F12", "31H404", "31H405", "31J03011", "31J08911", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "39A####(MOUNT)", "40L115", "41C149(LANGUAGE: LATE)", "41E102(SHIRT)", "48A1", "48A19", "48A2185", "48A45", "48B3", "48C1511", "48G315(figure with single symbolic head)", "4A16", "4E1305", "4E158211", "4E1613", "4E3491", "55B25(DDRAWING LARGE)", "55B38(DDRAWING LARGE)", "55B39(DDRAWING LARGE)", "59G14(GROUP)", "71C33(PLATE)", "73D65(F]+=E==)(PORTAITERHISTORIQUEUNIQUE)", "81G2", "92L42", "9B104(19THC)", "9B284(21STC)"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 162, "gt_codes": ["11K", "31A233", "31B1", "31D14", "31D15"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.1752808988764045, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59J11(EARLY INK)\", \"59J30(DRAPHISMA)\", \"59J42(FREE STYLE WITH FORM)], \"201J14(EARLY INK)]\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.3814141414141415, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30B2212"], "valid_json": true, "hf1": 0.310204081632653, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30B2212\"]}", "finish": "stop"}, {"codes": ["24A12A", "24A12B", "33C02", "33C03", "33C04", "33C05"], "valid_json": true, "hf1": 0.14377880184331795, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"24A12B\", \"33C02\", \"33C03\", \"33C04\", \"33C05\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["33C25", "33E14", "33E23(SKELETON;SKELETAL ART;DEATH)", "37A32", "56C43"], "valid_json": true, "hf1": 0.1579746835443038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33C25\", \"33E14\", \"33E23(SKELETON;SKELETAL ART;DEATH)\", \"37A32\", \"56C43\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31C172"], "valid_json": true, "hf1": 0.4660260809883322, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31C172\"]}", "finish": "stop"}, {"codes": ["31A06211", "31A06212", "31A06213"], "valid_json": true, "hf1": 0.4275, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A06211\", \"31A06212\", \"31A06213\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.27021226415094335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "32B34", "32E51", "32F4", "33H6"], "valid_json": true, "hf1": 0.19816652649285113, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"32B34\", \"32E51\", \"32F4\", \"33H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.31860674157303376, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.11875, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.19430531732418524, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A238", "20F93", "12C489", "20A45"], "valid_json": true, "hf1": 0.33830201809324983, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A238\", \"20F93\", \"12C489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.22592277916130132, "best_hf1": 0.4660260809883322, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C489", "12F52(DRAWING)", "15B20", "16G97", "1B104", "1B113", "20A45", "20F93", "21D32", "24A12A", "24A12B", "2E198", "2E199", "30B2212", "31A0231", "31A0272", "31A06211", "31A06212", "31A06213", "31A10", "31A100", "31A102", "31A12", "31A238", "31A26", "31C172", "31D11", "31D16", "31J8401", "31J8402", "32A107", "32A195", "32B107", "32B114", "32B15", "32B34", "32E51", "32F4", "33B15", "33C02", "33C03", "33C04", "33C05", "33C25", "33C30", "33E14", "33E23(SKELETON;SKELETAL ART;DEATH)", "33H6", "34A31", "37A32", "37B232", "37B248", "41A128", "48A28", "48A98211", "48A98751", "48C40", "51F13", "56C43", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 163, "gt_codes": ["86(HOMO HOMINI DEUS)", "25I144", "25I154", "59B31", "59B4", "11N36", "92D17", "55B1", "31D14", "33A53", "56F231"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "11A15(MASQUERS IN COSTUME)"], "valid_json": true, "hf1": 0.20939597315436242, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2 SPECTATORS)\", \"11A15(MASQUERS IN COSTUME)\"], \"iconclass-description\": \"\"}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.1642105263157895, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.09320388349514565, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(HAIR)", "29B33A(HEAD)", "29C10(FACE)", "29D80(EYES)", "29F60(NOSE)", "29F70(MOUTH)", "29FA9(PEECH)", "31A6A(POURING)", "31D24(PHARMACOLOGY, MEDICINE)", "31D110(SIGNS AND SYMPTOMS OF DISEASE OR POISONING)", "31D16VISCEROPATHY(HUMORS)", "33A25", "43C15", "43D17"], "valid_json": true, "hf1": 0.21137199434229134, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"29B33A(HEAD)\", \"29C10(FACE)\", \"29D80(EYES)\", \"29F60(NOSE)\", \"29F70(MOUTH)\", \"29FA9(PEECH)\", \"31A6A(POURING)\", \"31D24(PHARMACOLOGY, MEDICINE)\", \"31D110(SIGNS AND SYMPTOMS OF DISEASE OR POISONING)\", \"31D16VISCEROPATHY(HUMORS)\", \"33A25\", \"43C15\", \"43D17\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.06642599277978341, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.16633663366336635, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.09570552147239265, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.11609302325581396, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "90125", "9017"], "valid_json": true, "hf1": 0.10608930987821381, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"90125\", \"9017\"]}", "finish": "stop"}, {"codes": ["16G97", "32A16", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.08556021569802279, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A16\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "31B10", "55A13"], "valid_json": true, "hf1": 0.22823529411764706, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.06436781609195404, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(ARCHITECTURAL STRETCHED OUT)", "39A####(ARCHITECTURAL BUILDING)", "39A235(BLOCKHOUSE)", "39A44(SPECIES HOUSE)", "57G41(PERSONED LETTER OF THE YEAR)ATHNAEUS"], "valid_json": true, "hf1": 0.17493568540977583, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(ARCHITECTURAL STRETCHED OUT)\", \"39A####(ARCHITECTURAL BUILDING)\", \"39A235(BLOCKHOUSE)\", \"39A44(SPECIES HOUSE)\", \"57G41(PERSONED LETTER OF THE YEAR)ATHNAEUS\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.16149417409184375, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1251179738892463, "best_hf1": 0.22823529411764706, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A15(MASQUERS IN COSTUME)", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGRESSIVE)", "16G97", "1B104(19THCENTILITY)", "20C33", "2113(16THC-17THCENSITY)", "21D322", "22C32(BACKDROP OR SETTING)", "23F9", "24A12A(LOCKS)", "24A20A(HAIR)", "27A107", "29B33A(HEAD)", "29C10(FACE)", "29D80(EYES)", "29F60(NOSE)", "29F70(MOUTH)", "29FA9(PEECH)", "2E198", "2E199", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31A51213", "31A6A(POURING)", "31B10", "31D110(SIGNS AND SYMPTOMS OF DISEASE OR POISONING)", "31D16VISCEROPATHY(HUMORS)", "31D24(PHARMACOLOGY, MEDICINE)", "31F12", "31H40411", "31J84011", "31J88911", "32A16", "32A43", "32B15", "32C2", "32C26", "33A17", "33A25", "35B2", "35C7", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "39A####(ARCHITECTURAL BUILDING)", "39A####(ARCHITECTURAL STRETCHED OUT)", "39A235(BLOCKHOUSE)", "39A44(SPECIES HOUSE)", "43C15", "43D17", "47C1511", "48A1", "48B3", "51C45", "52A9", "55A13", "57G41(PERSONED LETTER OF THE YEAR)ATHNAEUS", "59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "60A3", "73A244", "90125", "9017"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 164, "gt_codes": ["92A"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUPED FIGURES)", "59G49(Ritual)", "59G111(BETEL NUT TREE)", "63B13(ARCHA", "63B42", "63B74"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES)\", \"59G49(Ritual)\", \"59G111(BETEL NUT TREE)\", \"63B13(ARCHA\", \"63B42\", \"63B74\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J0301", "31J0302", "31J0312"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J0301\", \"31J0302\", \"31J0312\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74L009"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74L009\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u94f6\u5236\u5668\u76bf\u7684\u5185\u90e8\u7167\u7247\uff0c\u5177\u4f53\u4e3a\u4e00\u4e2a\u6258\u76d8/\u6d45\u76d8\u7684\u5e95\u9762\u3002\u901a\u8fc7\u5bf9\u56fe\u50cf\u7684\u5206\u6790\uff0c\u53ef\u4ee5\u63a8\u65ad\u51fa\u4ee5\u4e0b\u5206\u7c7b\uff1a\\n1. **37L**: \u8fd9\u4e2a\u7c7b\u522b\u6db5\u76d6\u4e86\u94f6\u3001\u9540\u94f6\u6216\u7c7b\u4f3c\u91d1\u5c5e\u5236\u6210\u7684\u9910\u5177\uff0c\u5305\u62ec\u76d8\u5b50\u548c\u7897\u3002\u8be5\u827a\u672f\u54c1\u663e\u7136\u662f\u4e00\u4ef6\u94f6\u5236\u7684\u76d8\u5b50\u6216\u6d45\u76d8\u7684\u5185\u90e8\u3002\\n2. **36A06211**: \u8fd9\u4e2a\u4ee3\u7801\u975e\u5e38\u5177\u4f53\uff0c\u6307\u7684\u662f\u4e00\u4e2a\u94f6\u5236\u6258\u76d8\u7684\u82b1\u7eb9\u6216\u96d5\u523b\u56fe\u6848\u3002\u8be5\u6258\u76d8\u5e95\u90e8\u8986\u76d6\u7740\u6781\u5176\u590d\u6742\u7684\u6d6e\u96d5\u56fe\u6848\uff0c\u8fd9\u662f16\u4e16\u7eaa\u8377\u5170\u94f6\u5236\u54c1\u4e2d\u5e38\u89c1\u7684\u7279\u5f81\uff0c\u5b8c\u5168\u7b26\u5408\u8fd9\u4e00\u70b9\u4ee3\u7801\u7684\u63cf\u8ff0\u3002\\n3. **37P**: \u8fd9\u4e2a\u7c7b\u522b\u5305\u542b\u4e86\u6240\u6709\u7c7b\u578b\u7684\u76db\u9972\u6599\u5bb9\u5668\uff0c\u5c3d\u7ba1\u8fd9\u4e2a\u7269\u4f53\u4e3b\u8981\u7528\u4f5c\u76db\u653e\u98df\u7269\u6216\u996e\u6599\u3002\u7136\u800c\uff0c\u8fd9\u7c7b\u94f6\u76d8\u5728\u5386\u53f2\u4e0a\u4e5f\u7ecf\u5e38\u4f5c\u4e3a\u751c\u70b9\u76d8\u4f7f\u7528\uff0c\u56e0\u6b64\u4e5f\u53ef\u4ee5\u5f52\u5165\u66f4\u5e7f\u6cdb\u7684\u76db\u653e\u5bb9\u5668\u7c7b\u522b\u3002\\n4. **37J**: \u8fd9\u4e2a\u7c7b\u522b\u4ee3\u8868\u4e86\u5404\u79cd\u7c7b\u578b\u7684\u76d8\u5b50\uff0c\u5982\u6258\u76d8\u548c\u679c\u76d8\u70b9\uff0c\u8fd9\u4e0e\u8be5\u7269\u4f53\u7684\u57fa\u672c\u5f62\u72b6\u76f8\u7b26\u3002\", \"image\": \"https://www.academia.edu/17987178/Inside_of_a_16th_Century_Netherland_silver_tray_with_a_storm_and_cities_to_remember_David_D%C3%A9nys_Van_Neere_1517_latasza\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D045", "11A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D045\", \"11A08\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLATE)", "9B117"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLATE)\", \"9B117\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["75B20", "31D112", "35B5", "31C70", "31C78", "31C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"75B20\", \"31D112\", \"35B5\", \"31C70\", \"31C78\", \"31C40\"]}", "finish": "stop"}, {"codes": ["73A18", "73E12", "73F2", "73F56", "73A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"73A18\", \"73E12\", \"73F2\", \"73F56\", \"73A181\"]}", "finish": "stop"}, {"codes": ["12F52(DISH)", "33D2", "25000000"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DISH)\", \"33D2\", \"25000000\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315(PLATE)", "48G325(TOWER)", "48G341(WALL)", "48G37(DISASTER)", "48G42(AFTERMATH)", "48G51(TEAR)", "48G61(DRINKING)", "48G641(PLOUGH)", "48G71(LAKE)", "48G80(FOOTBALL GAME)", "48G91(APATHY)", "48G101(BIRD FLAT)", "8A48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315(PLATE)\", \"48G325(TOWER)\", \"48G341(WALL)\", \"48G37(DISASTER)\", \"48G42(AFTERMATH)\", \"48G51(TEAR)\", \"48G61(DRINKING)\", \"48G641(PLOUGH)\", \"48G71(LAKE)\", \"48G80(FOOTBALL GAME)\", \"48G91(APATHY)\", \"48G101(BIRD FLAT)\", \"8A48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.011875, "best_hf1": 0.19, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A08", "11E1515", "11E162", "11E167", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DISH)", "16D045", "16G97", "25000000", "27A107", "2E198", "2E199", "31C40", "31C70", "31C78", "31D112", "31J0301", "31J0302", "31J0312", "32A1002", "32A12", "32A19", "33D2", "35B2", "35B5", "35C7", "47C1511", "48A2185", "48G101(BIRD FLAT)", "48G315(PLATE)", "48G325(TOWER)", "48G341(WALL)", "48G37(DISASTER)", "48G42(AFTERMATH)", "48G51(TEAR)", "48G61(DRINKING)", "48G641(PLOUGH)", "48G71(LAKE)", "48G80(FOOTBALL GAME)", "48G91(APATHY)", "52A9", "59G111(BETEL NUT TREE)", "59G14(GROUPED FIGURES)", "59G49(Ritual)", "63B13(ARCHA", "63B42", "63B74", "72A023", "72A051", "72A433", "72A438", "73A18", "73A181", "73E12", "73F2", "73F56", "74A12A", "74A12B", "74L009", "75B20", "8A48", "9B104", "9B113", "9B114(PLATE)", "9B117", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 165, "gt_codes": ["31A2421", "31D12", "45B", "61B(+52)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["10B11", "10B111", "10B112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\"\n ]\n}\n```"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21651"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21651\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0971206225680934, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.25718244803695156, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.07172413793103448, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A1001"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A1001\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4eba\u7269\u8096\u50cf\uff0c\u9002\u5408\u5e94\u7528\u4e0a\u8ff0Iconclass\u4ee3\u7801\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.30797843665768193, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G99", "32A19"], "valid_json": true, "hf1": 0.0787878787878788, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G99\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001"], "valid_json": true, "hf1": 0.25742038216560514, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.04000000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52", "13A37", "12F52"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"13A37\", \"12F52\"]}", "finish": "stop"}, {"codes": ["11A218", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08098211913420283, "best_hf1": 0.30797843665768193, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52", "13A37", "15B20", "16G99", "1B104", "1B113", "20F9", "21D25", "21D32", "24A12A", "24A26", "2E198", "2E199", "31A0231", "31A0272", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33A10", "33A1001", "33A12", "33A26", "33B1", "34A31", "41A128", "45E04", "45E22", "45E24", "45F04", "48A244", "48A97001", "48A98211", "48A98751", "48C1511", "5161", "5162", "51C45", "59A14011", "59A14411", "59C21111", "59D21631", "59D21651", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, 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\"59G49(Ritualistic)\", \"59G113(Medieval German carpentry)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J88011", "31J8841"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J88011\", \"31J8841\"]}", "finish": "stop"}, {"codes": ["24A12A(woodblock),24A12A(engraving)", "24A12A(engraving),24A12A(woodcut)", "24A12A(die-cut)", "24A12A(engraving),24A12A(woodblock)", "46A1701"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(woodblock),24A12A(engraving)\", 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\"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROMAGE FORM)\", \"59G11(BIODATA/ECOLOGY)\", \"59G13(ARCHAEOLOGICAL)]\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V22", "89V246"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V22\", \"89V246\"]}", "finish": "stop"}, {"codes": ["24A12A(CHRIST ASCENDING INTO HEAVENS)", "33A(BAPTISM OF CHRIST)", "33C23", "33C25(JOHN THE BAPTIST BLESSING A FISH)", "32M909(OLD TESTAMENT ART)", "32N111(CHRISTOLATY)"], "valid_json": true, "hf1": 0.03166666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRIST ASCENDING INTO HEAVENS)\", \"33A(BAPTISM OF CHRIST)\", \"33C23\", \"33C25(JOHN THE BAPTIST BLESSING A FISH)\", \"32M909(OLD TESTAMENT ART)\", \"32N111(CHRISTOLATY)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.2, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C172"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C172\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E177", "11E18"], "valid_json": true, "hf1": 0.26592178770949726, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E177\", \"11E18\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A433", "48A434", "16D04", "18A10"], "valid_json": true, "hf1": 0.06582278481012659, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A433\", \"48A434\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(29THC)", "1B216(36THC)", "25C101(3THC)", "25G(3TH)", "25G24(3THROUGHSOC26TH_3)", "31D14(3THC)"], "valid_json": true, "hf1": 0.17282784338098198, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(29THC)\", \"1B216(36THC)\", \"25C101(3THC)\", \"25G(3TH)\", \"25G24(3THROUGHSOC26TH_3)\", \"31D14(3THC)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION OF THE WORLDRANDOM)"], "valid_json": true, "hf1": 0.049523809523809526, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION OF THE WORLDRANDOM)\" ]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.18487500000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.1775609756097561, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D250", "121E59", "41D10"], "valid_json": true, "hf1": 0.09182879377431907, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D250\", \"121E59\", \"41D10\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08937672884219733, "best_hf1": 0.26592178770949726, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E177", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D250", "121E59", "15B20", "16D04", "16G97", "18A10", "1B104(19THC)", "1B204(29THC)", "1B216(36THC)", "23F9", "24A12A(CHRIST ASCENDING INTO HEAVENS)", "25C101(3THC)", "25G(3TH)", "25G24(3THROUGHSOC26TH_3)", "25G98", "25G99", "31A023", "31A051", "31A235", "31D11", "31D14(3THC)", "31D16", "31J03", "32A107", "32A195", "32B107", "32B114", "32B15", "32M909(OLD TESTAMENT ART)", "32N111(CHRISTOLATY)", "33A(BAPTISM OF CHRIST)", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C172", "33C23", "33C25(JOHN THE BAPTIST BLESSING A FISH)", "41D10", "44E51", "45E04", "47C1511", "47I34", "48A244", "48A433", "48A434", "48A98211", "48A98751", "51C45", "73A", "89V22", "89V246", "99K4(ORIGINAL CREATION OF THE WORLDRANDOM)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 169, "gt_codes": ["31D14", "31D15", "48C755", "61B(+52)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MATES)", "15C211(EARLY CAPITALIST)", "51A31(MAN)", "51A31(FORMAL PORTRAIT)", "742B101(HUMAN HAND)", "53C18(PHYSICAL LABOR)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MATES)\", \"15C211(EARLY CAPITALIST)\", \"51A31(MAN)\", \"51A31(FORMAL PORTRAIT)\", \"742B101(HUMAN HAND)\", \"53C18(PHYSICAL LABOR)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.3518207282913166, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M63"], "valid_json": true, "hf1": 0.18484177215189876, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "10A10", "24A26"], "valid_json": true, "hf1": 0.05714285714285714, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"10A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.26666666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u94dc\u7248\u753b\uff0c\u63cf\u7ed8\u4e86\u4e24\u4e2a\u7a7f\u7740\u7ef4\u591a\u5229\u4e9a\u65f6\u4ee3\u670d\u9970\u7684\u4eba\u7269\u3002\u5973\u6027\u5934\u4e0a\u5305\u7740\u5934\u5dfe\uff0c\u8eab\u7a7f\u957f\u888d\uff0c\u7537\u6027\u6234\u7740\u9ad8\u5e3d\u3002\u4ed6\u4eec\u7ad9\u5728\u4e00\u8d77\uff0c\u8868\u60c5\u751f\u52a8\uff0c\u80cc\u666f\u4e3a\u6df1\u8272\u3002\u7248\u753b\u7ebf\u6761\u6e05\u6670\uff0c\u7ec6\u8282\u4e30\u5bcc\uff0c\u5c55\u73b0\u4e8619\u4e16\u7eaa\u672b\u7684\u7279\u5f81\u3002\", \"image_id\": \"668304\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.2712098009188361, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A16"], "valid_json": true, "hf1": 0.10000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A16\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR LIGHT PANEL)", "39A####(MUG)", "41C149(LANGUAGE: SCAR)", "41E102(SHIRT)", "55B25(DRESS)", "55CC47(HAT)", "55DD145(GLOVES)", "55F571(DRESS)]", "66A225(BIBLOGIDY AND PAPERBACK)]"], "valid_json": true, "hf1": 0.1110166358595194, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR LIGHT PANEL)\", \"39A####(MUG)\", \"41C149(LANGUAGE: SCAR)\", \"41E102(SHIRT)\", \"55B25(DRESS)\", \"55CC47(HAT)\", \"55DD145(GLOVES)\", \"55F571(DRESS)]\", \"66A225(BIBLOGIDY AND PAPERBACK)]\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09287698714777676, "best_hf1": 0.3518207282913166, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10A10", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F52(DIGRESSIVE)", "15A13", "15B14(BANK MATES)", "15C211(EARLY CAPITALIST)", "16G97", "19B220", "1B104", "1B113", "20C33", "20F93", "212M63", "21B10", "21D32", "22C32(BACKDROP OR LIGHT PANEL)", "24A12A", "24A26", "2E198", "2E199", "31A0231", "31A0272", "31A10", "31A12", "31D16", "31J03", "32A107", "32A16", "32B107", "32B114", "32B15", "33A10", "34A31", "39A####(MUG)", "41A128", "41C149(LANGUAGE: SCAR)", "41E102(SHIRT)", "45E04", "47C1511", "48A125", "51613", "51A31(FORMAL PORTRAIT)", "51A31(MAN)", "53C18(PHYSICAL LABOR)", "55B25(DRESS)", "55CC47(HAT)", "55DD145(GLOVES)", "55F571(DRESS)]", "59G14(GROUP)", "630E", "631A", "66A225(BIBLOGIDY AND PAPERBACK)]", "742B101(HUMAN HAND)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 170, "gt_codes": ["25F23(LION)", "23U24", "11R5", "25A13", "11D131", "48C24", "48C16", "24D", "49E11", "24B21"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2022)", "11A156(1516-1633)", "11A154(1633-1700)", "11A178(1700-1799)", "11A151(1799-1847)", "11A159(1847-1918)"], "valid_json": true, "hf1": 0.1225451688923802, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2022)\", \"11A156(1516-1633)\", \"11A154(1633-1700)\", \"11A178(1700-1799)\", \"11A151(1799-1847)\", \"11A159(1847-1918)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A)clockwork", "90C1A(QUARTZ CLOCK)", "90C1W(CLOCK FACE)", "90C11(CLOCKWORK)", "90H2009(TIME)", "11K149(CAT. NO.)"], "valid_json": true, "hf1": 0.16087976539589444, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)clockwork\", \"90C1A(QUARTZ CLOCK)\", \"90C1W(CLOCK FACE)\", \"90C11(CLOCKWORK)\", \"90H2009(TIME)\", \"11K149(CAT. NO.)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.13036516853932584, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A162(AQUATIC ENGINE FROM 1668 BY STEIFEL)", "36A163(AQUATIC ENGINE FROM 1670 BY STEIFEL)", "36A164(AQUATIC ENGINE FROM 1672 BY STEIFEL)", "36A165(AQUATIC ENGINE FROM 1674 BY STEIFEL)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(AQUATIC ENGINE FROM 1668 BY STEIFEL)\", \"36A163(AQUATIC ENGINE FROM 1670 BY STEIFEL)\", \"36A164(AQUATIC ENGINE FROM 1672 BY STEIFEL)\", \"36A165(AQUATIC ENGINE FROM 1674 BY STEIFEL)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05A31"], "valid_json": true, "hf1": 0.2353684210526316, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05A31\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(19TH CENTURY)", "1B113(GERMAN STATE)", "1B116(WEST PLATTSBURG STATE)", "1B125(SOUTHERN VIRGINIA STATE)", "1L130(SOUTHERN VIRGINIA STATE)"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19TH CENTURY)\", \"1B113(GERMAN STATE)\", \"1B116(WEST PLATTSBURG STATE)\", \"1B125(SOUTHERN VIRGINIA STATE)\", \"1L130(SOUTHERN VIRGINIA STATE)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.2388647404755817, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52", "13A37", "12F52", "12E59"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"13A37\", \"12F52\", \"12E59\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.2521023765996344, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10475374902436198, "best_hf1": 0.285, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A1", "11A151(1799-1847)", "11A154(1633-1700)", "11A156(1516-1633)", "11A159(1847-1918)", "11A178(1700-1799)", "11A238", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "11K149(CAT. NO.)", "12D489", "12E59", "12F52", "13A37", "15B20", "16D04", "16G97", "18A10", "1B104(19TH CENTURY)", "1B113(GERMAN STATE)", "1B116(WEST PLATTSBURG STATE)", "1B125(SOUTHERN VIRGINIA STATE)", "1L130(SOUTHERN VIRGINIA STATE)", "23A45", "23F93", "24A12A(LOCKS), (24A12A)clockwork", "25G98", "25G99", "31A27", "31A51213", "31D11", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33C17", "36A162(AQUATIC ENGINE FROM 1668 BY STEIFEL)", "36A163(AQUATIC ENGINE FROM 1670 BY STEIFEL)", "36A164(AQUATIC ENGINE FROM 1672 BY STEIFEL)", "36A165(AQUATIC ENGINE FROM 1674 BY STEIFEL)", "48A98211", "48A98751", "48C1511", "59G14(GRUNGE FORM)", "59G24(FROM 2022)", "60A3", "72A023", "72A051", "72A433", "72A438", "73A", "90C11(CLOCKWORK)", "90C1A(QUARTZ CLOCK)", "90C1W(CLOCK FACE)", "90H2009(TIME)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 171, "gt_codes": ["11P3113", "11Q7146", "31A2422", "31A5341", "31D12", "41D221", "61B(+52)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.09645697758496025, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.10987951807228916, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0918811881188119, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406"], "valid_json": true, "hf1": 0.18424799081515497, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30L009", "30L012"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30L009\", \"30L012\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.1381818181818182, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C111", "31A4", "31D231", "13C21"], "valid_json": true, "hf1": 0.2882758620689655, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C111\", \"31A4\", \"31D231\", \"13C21\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10", "33A26", "33A28", "33A29"], "valid_json": true, "hf1": 0.09747899159663867, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\", \"33A26\", \"33A28\", \"33A29\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4eba\u7269\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u7a7f\u774017\u4e16\u7eaa\u98ce\u683c\u7684\u670d\u88c5\uff0c\u5305\u62ec\u6df1\u8272\u8863\u670d\u3001\u5047\u9886\u548c\u88c5\u9970\u56e2\u5e26\u9886\u53e3\u3002\u753b\u4e2d\u4eba\u7269\u6709\u80e1\u987b\u548c\u5e3d\u5b50\uff0c\u80cc\u666f\u4e3a\u6df1\u8272\uff0c\u7a81\u51fa\u9762\u90e8\u7279\u5f81\u3002\u56e0\u6b64\uff0c\u76f8\u5173\u56fe\u6807\u7c7b\u7f16\u7801\u4e3a\uff1a- **36A06211**: 17\u4e16\u7eaa\u670d\u9970\u7684\u65e7\u5f0f\u8096\u50cf\u753b\u3002- **37J**: \u5934\u90e8\u548c\u8eaf\u5e72\u7684\u8096\u50cf\u753b\u3002- **37L**: \u4fa7\u9762\u8096\u50cf\u753b\uff0c\u4eba\u7269\u9762\u5411\u4e00\u4fa7\u3002- **37P**: 17\u4e16\u7eaa\u7684\u8096\u50cf\u753b\u3002\"}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.33428571428571424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.2548765133171913, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.050666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.13790055248618785, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.2875119161105815, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.16350364963503652, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12A52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.13571428571428573, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12A52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C589", "12C65"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C589\", \"12C65\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.15539548399952618, "best_hf1": 0.33428571428571424, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A218", "11A8", "11E12", "11E18", "11E34", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12A52(DRAWING)", "12B24", "12C589", "12C65", "12I515", "13A3701", "13C21", "15B20", "16G97", "1B104", "1B113", "20F93", "21D25", "21D32", "305B", "30A12A", "30A12B", "30L009", "30L012", "31A023", "31A051", "31A235", "31A4", "31D11", "31D231", "31J03", "32A10", "32A107", "32A12", "32A19", "32B107", "32B114", "32B15", "32C111", "32C4", "33A26", "33A28", "33A29", "33A4", "33B1", "37B232", "37B248", "45E04", "45E22", "45E246", "45E406", "48A125", "48A43", "48A441", "5161", "5162", "53A", "59A14011", "59A14411", "59C21111", "59C42", "6K15163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 172, "gt_codes": ["25H1321"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"40B11\",\n\t\"40B12\",\n\t\"40B13\",\n\t\"40B14\",\n\t\"40B15\",\n\t\"40B16\",\n\t\"40B17\",\n\t\"40B18\",\n\t\"40B19\",\n\t\"40B20\",\n\t\"40B21\",\n\t\"40B22\",\n\t\"40B23\",\n\t\"40B24\",\n\t\"40B25\",\n\t\"40B26\",\n\t\"40B27\",\n\t\"40B28\",\n\t\"40B29\",\n\t\"40B30\",\n\t\"40B31\",\n\t\"40B32\",\n\t\"40B33\",\n\t\"40B34\",\n\t\"40B35\",\n\t\"40B36\",\n\t\"40B37\",\n\t\"40B38\",\n\t\"40B39\",\n\t\"40B40\",\n\t\"40B41\",\n\t\"40B42\",\n\t\"40B43\",\n\t\"40B44\",\n\t\"40B45\",\n\t\"40B46\",\n\t\"40B47\",\n\t\"40B48\",\n\t\"40B49\",\n\t\"40B50\",\n\t\"40B51\",\n\t\"40B52\",\n\t\"40B53\",\n\t\"40B54\",\n\t\"40B55\",\n\t\"40B56\",\n\t\"40B57\",\n\t\"40B58\",\n\t\"40B59\",\n\t\"40B60\",\n\t\"40B61\",\n\t\"40B62\",\n\t\"40B63\",\n\t\"40B64\",\n\t\"40B65\",\n\t\"40B66\",\n\t\"40B67\",\n\t\"40B68\",\n\t\"40B69\",\n\t\"40B70\",\n\t\"40B71\",\n\t\"40B72\",\n\t\"40B73\",\n\t\"40B74\",\n\t\"40B75\",\n\t\"40B76\",\n\t\"40B77\",\n\t\"40B78\",\n\t\"40B79\",\n\t\"40B80\",\n\t\"40B81\",\n\t\"40B82\",\n\t\"40B83\",\n\t\"40B84\",\n\t\"40B85\",\n\t\"40B86\",\n\t\"40B87\",\n\t\"40B88\",\n\t\"40B89\",\n\t\"40B90\",\n\t\"40B91\",\n\t\"40B92\",\n\t\"40B93\",\n\t\"40B94\",\n\t\"40B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "59G45(WALKING)", "63A13(ARCHA", "63C42", "63C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2 SPECTATORS)\", \"59G45(WALKING)\", \"63A13(ARCHA\", \"63C42\", \"63C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "48C4", "75L6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"48C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DISTANCE)", "39E25(DISTANT HILLS)", "48A98211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DISTANCE)\", \"39E25(DISTANT HILLS)\", \"48A98211\"]}", "finish": "stop"}, {"codes": ["31A235", "10E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"10E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "32C13", "32C32", "32F13", "32G67", "32G89", "32G05", "32G17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"32C13\", \"32C32\", \"32F13\", \"32G67\", \"32G89\", \"32G05\", \"32G17\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138C301", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138C301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D250, NO DIGGING", "43A41", "43A51", "44F51(GROUSSER ZOOM)", "44P23", "44P31", "44P41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250, NO DIGGING\", \"43A41\", \"43A51\", \"44F51(GROUSSER ZOOM)\", \"44P23\", \"44P31\", \"44P41\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.00475, "best_hf1": 0.076, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "10E34", "11A16", "11A8", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGING)", "121D250, NO DIGGING", "12I515", "138C301", "16G97", "20F9", "305B28", "30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A28", "31D11", "31E12", "31F2", "31J03", "32A04", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C13", "32C2", "32C26", "32C32", "32C4", "32F13", "32G05", "32G17", "32G67", "32G89", "33B1", "34A31", "36A06211", "37J", "37L", "37P33", "39B03(DISTANCE)", "39E25(DISTANT HILLS)", "41A128", "43A41", "43A51", "44F51(GROUSSER ZOOM)", "44P23", "44P31", "44P41", "45E04", "45E22", "45G2", "47C1511", "48A181", "48A244", "48A98211", "48B16", "48C4", "51C45", "59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "59G45(WALKING)", "63A05", "63A13(ARCHA", "63C42", "63C44", "75L6", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 173, "gt_codes": ["46C24", "25H2322"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\","}, "samples": [{"codes": ["59G14(GREAT SCHIP)", "59G14(GREAT SHIP)", "59G14(GREAT VESSEL)", "59H163(NAVI", "59H1282(GREAT SHIP)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GREAT SCHIP)\", \"59G14(GREAT SHIP)\", \"59G14(GREAT VESSEL)\", \"59H163(NAVI\", \"59H1282(GREAT SHIP)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": ["74A12A(LOCKS)", "74A20A(PORE)", "90C1A(QUADRO)", "90G1AW(AWTED HOLOGRAPHY)", "75B03"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A(LOCKS)\", \"74A20A(PORE)\", \"90C1A(QUADRO)\", \"90G1AW(AWTED HOLOGRAPHY)\", \"75B03\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H168", "11H169", "31A132", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H168\", \"11H169\", \"31A132\", \"31A181\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A1002\"]}", "finish": "stop"}, {"codes": ["36A36211", "37J", "37L", "37P33", "39B63(DIST)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A36211\", \"37J\", \"37L\", \"37P33\", \"39B63(DIST)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "163A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(ROUND SCRIPT)], \"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(SQUARE SCRIPT)\", \"9B113(RUNIC SCRIPT)\", \"9B113(LATIN SCRIPT)\", \"9B113(FRENCH SCRIPT)\", \"9B113(ITALIAN SCRIPT)\", \"9B113(GERMAN SCRIPT)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "55A13"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "42C3250", "42B159"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"42C3250\", \"42B159\"]}", "finish": "stop"}, {"codes": ["41A218", "41A93", "44C5894", "44D5"], "valid_json": true, "hf1": 0.13162393162393166, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"44C5894\", \"44D5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04392860611610612, "best_hf1": 0.19, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H(FRANCIS)", "11H118", "11H119", "11H168", "11H169", "11H743", "12F52(DIGRESSIVE)", "163A05", "16G97", "20C33", "21L10", "25G98", "25G99", "31A132", "31A181", "31J8401", "31J8402", "31J8412", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A1002", "33A12", "36A36211", "37J", "37L", "37P33", "39B63(DIST)", "41A218", "41A93", "41B1", "41B3", "42B159", "42C3250", "44C5894", "44D5", "47C1511", "55A13", "59G14(GREAT SCHIP)", "59G14(GREAT SHIP)", "59G14(GREAT VESSEL)", "59H1282(GREAT SHIP)", "59H163(NAVI", "72A023", "72A051", "72A433", "72A438", "74A12A(LOCKS)", "74A20A(PORE)", "75B03", "81A08", "90C1A(QUADRO)", "90G1AW(AWTED HOLOGRAPHY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 174, "gt_codes": ["48B3:61B", "48C51", "48C5152", "48C5153", "61B(+55)", "61B:31D14"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59114011", "59114497", "59221113", "681C163", "33E4", "59112521"], "valid_json": true, "hf1": 0.04222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114011\", \"59114497\", \"59221113\", \"681C163\", \"33E4\", \"59112521\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M63"], "valid_json": true, "hf1": 0.07196261682242991, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(APRIL)", "24A13A(AUGUST)", "24A14A(JANUARY)", "24A25(JUNE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APRIL)\", \"24A13A(AUGUST)\", \"24A14A(JANUARY)\", \"24A25(JUNE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.21147540983606558, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["31A062(ACT)", "31A062(ACTS)", "31A062(ACT)", "31A063(COPING)", "31A063(K),", "31A063(Kink)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A062(ACT)\", \"31A062(ACTS)\", \"31A062(ACT)\", \"31A063(COPING)\", \"31A063(K),\", \"31A063(Kink)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": ["92L42", "30L115", "24J24", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L115\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138L30(LONG)\", \"138Q8\"], \"infos\": [{\"code\": \"10720\", \"label\": \"repainting of figure\", \"description\": \"Repainting of figure; \nCategory: Artist\"}, {\"code\": \"31D11\", \"label\": \"artist's workshop\", \"description\": \"Artist's workshop; \nCategory: Occupation\"}, {\"code\": \"33B1\", \"label\": \"painter at work\", \"description\": \"Painter at work; \nCategory: Occupation\"}, {\"code\": \"138L30(LONG)\", \"label\": \"beautiful model\", \"description\": \"Beautiful model; \nCategory: Artist's model\"}, {\"code\": \"138Q8\", \"label\": \"lunny model\", \"description\": \"Lunny model; \nCategory: Artist's model\"}]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.10133333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A2(PORTRAIT)", "39C15(FOCUSING LENS)", "48A45", "48A49"], "valid_json": true, "hf1": 0.2248175182481752, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A2(PORTRAIT)\", \"39C15(FOCUSING LENS)\", \"48A45\", \"48A49\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04073819377888914, "best_hf1": 0.2248175182481752, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A1", "11A2(PORTRAIT)", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DRAWING)", "14G41", "16G97", "19B220", "1B104", "1B113", "212M63", "21D32", "24A12A(APRIL)", "24A13A(AUGUST)", "24A14A(JANUARY)", "24A25(JUNE)", "24J24", "2E198", "2E199", "30L115", "31A062(ACT)", "31A062(ACTS)", "31A063(COPING)", "31A063(K),", "31A063(Kink)", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31D16", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "33E4", "37B232", "37B248", "39C15(FOCUSING LENS)", "45E04", "48A125", "48A45", "48A49", "48C1511", "51F13", "59112521", "59114011", "59114497", "59221113", "681C163", "92L42"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 175, "gt_codes": ["48A98211", "42E34"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03011", "31J03012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011\", \"31J03012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "90C16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.14250000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C172"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C172\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A98211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4e4c\u5c14\u91cc\u5e0c\u00b7\u54c8\u514b\u7684\u8680\u523b\u7248\u753b\uff0c\u4f4d\u4e8e\u4ea4\u6613\u4e66\u300a\u5723\u00b7\u8d6b\u52d2\u62ff\u5c9b\uff0c\u8377\u5170\u300b\u4e2d\u3002\u56fe\u4e2d\u662f\u4e00\u4e2a\u88c5\u9970\u7740\u94ed\u6587\u548c\u5fbd\u7ae0\u6837\u5f0f\u7684\u74ee\uff0c\u5176\u8bbe\u8ba1\u529f\u80fd\u4e3a\u5c55\u793a\u548c\u6587\u5b57\u8bc6\u522b\u3002\u5176\u88c5\u9970\u5143\u7d20\u53ef\u80fd\u5177\u6709\u8c61\u5f81\u610f\u4e49\uff0c\u4e14\u827a\u672f\u54c1\u4f5c\u4e3a\u5b64\u672c\u56fe\u50cf\uff0c\u662f\u89c6\u89c9\u60c5\u7eea\u7684\u8868\u8fbe\u3002\"}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(WHEAT GOURDE FOR PERSIMMON BVERTO)", "25G4(GOURDE FOR CORIUMD)", "25G4(COLOCYNTHIS FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(WHEAT GOURDE FOR PERSIMMON BVERTO)\", \"25G4(GOURDE FOR CORIUMD)\", \"25G4(COLOCYNTHIS FASHIONED BITTER GOURDE)\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["4B104(URN)", "4B104(FLOWER VASE)", "4B114(URN WITH CONTAINER COVER)", "4B204(ARCHITECTURAL ELEGY)", "4B204(ARCHITECTURAL ELEMENTS)", "4B204(ARCHITECTURAL DETAIL)"], "valid_json": true, "hf1": 0.19746835443037977, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104(URN)\", \"4B104(FLOWER VASE)\", \"4B114(URN WITH CONTAINER COVER)\", \"4B204(ARCHITECTURAL ELEGY)\", \"4B204(ARCHITECTURAL ELEMENTS)\", \"4B204(ARCHITECTURAL DETAIL)\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A234", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A234\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.3727947238252267, "code_recall": 0.5, "code_precision": 0.14285714285714285, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["48A2185", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.456, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0730476923909754, "best_hf1": 0.456, "mean_code_recall": 0.03125, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H166", "11H168", "11H24", "11H28", "11H743", "15A13", "16D04", "16G97", "16G99", "18A10", "20C33", "21L10", "25G12", "25G4(COLOCYNTHIS FASHIONED BITTER GOURDE)", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(GOURDE FOR CORIUMD)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(WHEAT GOURDE FOR PERSIMMON BVERTO)", "25G51", "25G53", "27A107", "31A132", "31A234", "31A781", "31F12", "31H404", "31J03011", "31J03012", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33C172", "33D2", "34E51", "35B2", "35C7", "39F4", "39H6", "48A2151", "48A2152", "48A2153", "48A2185", "48A2211", "48A98211", "48A98751", "48C1511", "4B104(FLOWER VASE)", "4B104(URN)", "4B114(URN WITH CONTAINER COVER)", "4B204(ARCHITECTURAL DETAIL)", "4B204(ARCHITECTURAL ELEGY)", "4B204(ARCHITECTURAL ELEMENTS)", "51B101", "52A9", "54A110", "59B105", "59G14(GRUNGE FORM)", "72A023", "72A051", "72A433", "72A438", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.03125, "code_recall@2": 0.0625, "code_recall@4": 0.125, "code_recall@8": 0.25, "code_recall@16": 0.5, "union_code_recall": 0.5}, {"index": 176, "gt_codes": ["11L61", "25I11", "32B311(ROMANS)", "33A11", "46B3311", "46B51", "46C22", "46C24(+64)", "47B11(+12)", "47B11(+21)", "47B131", "47G3", "47G311", "47G52", "61E(JANICULUM)", "61E(SATURNIA)", "61F(VICUS ARGENTARIUS)", "91B1115", "96A1251"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G30(MAN)", "59U11(FORM)", "212B24(FORGE)", "212D2(ARM)", "8R649"], "valid_json": true, "hf1": 0.017314095449500556, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G30(MAN)\", \"59U11(FORM)\", \"212B24(FORGE)\", \"212D2(ARM)\", \"8R649\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168(DONORS)", "31D16(ACTORS OF CHRISTIANITY)", "46A8(TORTURE)", "46H6(FANATICISM)"], "valid_json": true, "hf1": 0.2538745468526859, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168(DONORS)\", \"31D16(ACTORS OF CHRISTIANITY)\", \"46A8(TORTURE)\", \"46H6(FANATICISM)\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B220", "21B46", "24M4"], "valid_json": true, "hf1": 0.16616336633663367, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B220\", \"21B46\", \"24M4\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A16A(POREES)", "24A18", "24A26(AUNT NONEW)", "4D8104", "75L03"], "valid_json": true, "hf1": 0.13258455647734524, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A16A(POREES)\", \"24A18\", \"24A26(AUNT NONEW)\", \"4D8104\", \"75L03\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.03991323210412147, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.31748645720476704, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C172"], "valid_json": true, "hf1": 0.09773539928486293, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C172\"]}", "finish": "stop"}, {"codes": ["36A162(Agriculturalworkillustration)", "38B23(Silkorseriesforwomenandfairgowns)", "38B23(Silkorseriesforgownsforewonwomen)", "38B23(Silkorseriesforgownsformiddlewomenandgirls)", "38B23(Silkorseriesforlinenworkandaprons)", "38B23(Silkorseriesforlinenmentandlongtrousers)", "38B23(Silkorseriesforlinensleevesandblouses)", "38B23(Silkorseriesforthonglinenbeforeandafterneedlework)"], "valid_json": true, "hf1": 0.03809523809523809, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Agriculturalworkillustration)\", \"38B23(Silkorseriesforwomenandfairgowns)\", \"38B23(Silkorseriesforgownsforewonwomen)\", \"38B23(Silkorseriesforgownsformiddlewomenandgirls)\", \"38B23(Silkorseriesforlinenworkandaprons)\", \"38B23(Silkorseriesforlinenmentandlongtrousers)\", \"38B23(Silkorseriesforlinensleevesandblouses)\", \"38B23(Silkorseriesforthonglinenbeforeandafterneedlework)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "12E1515", "11A16"], "valid_json": true, "hf1": 0.05601131541725602, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"12E1515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["92L42", "30B115", "24D24", "14G41"], "valid_json": true, "hf1": 0.09388522092432705, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30B115\", \"24D24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["1B104(13TH-15TH CENTURY ANCHORS)", "25G41(14TH-16TH CENTURY MEDINA)", "90125(15TH CENTURY IMAGE CASE)", "1L160(15TH CENTURY LANCERES)", "90123(15TH CENTURY MEDCOT)", "1L270(15TH CENTURY REEF)"], "valid_json": true, "hf1": 0.08426168224299066, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(13TH-15TH CENTURY ANCHORS)\", \"25G41(14TH-16TH CENTURY MEDINA)\", \"90125(15TH CENTURY IMAGE CASE)\", \"1L160(15TH CENTURY LANCERES)\", \"90123(15TH CENTURY MEDCOT)\", \"1L270(15TH CENTURY REEF)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "27I34", "24E51", "29K4", "31H6"], "valid_json": true, "hf1": 0.08496268656716417, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"27I34\", \"24E51\", \"29K4\", \"31H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3301", "11A80"], "valid_json": true, "hf1": 0.08606865284974094, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3301\", \"11A80\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.17871168660875267, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230,121B159(####)**,121D230,121B159(GREADER,121D230,121B159(NONLEACHING)\", \"138F5(BLAZE FURNACE)\", \"14C44(COLLECTING)\", \"14C46(2MCROWING)\", \"14E36\", \"14E36(USING)\", \"15F8(###)**,15F839,15F8M(#######)**,15F839,15F8M(###)**,15F839,15F8M(####)**,15F839,15F8M(###################)\", \"179H1\", \"179A1\", \"179A13(###)**,179A13(###)**,179A13(################)\", \"17B20\", \"17D94\", \"17E394(#################)\", \"17E3A\", \"17E3A5,17E3D1(################)\", \"17E3A(###########\", \"17E3C\", \"21C17(BASKETS)\", \"21F9(#######)**,21F917**(0.00**\", \"21F9(BASKETS)\", \"21F917(########\", \"21F917(#########\", \"21F917(GREATLY\", \"21F917(####)\", \"21F917(#######)\", \"21F917(#########\", \"21F917(#####)\", \"21F917(######)\", \"21F917(########)\", \"21F917(#####)\", \"21F917(######)\", \"21F917(#######)\", \"22A12(###)\", \"26B96\", \"27C13(COMBAIN)\", \"27C13(COMB)\", \"27E1(#######)**,27E134(#################)\", \"27E18(###)\", \"27E18(########)#)\", \"28A5(METALES)**,28A52,28A55,28A52(#######)\", \"28A5(################)\", \"28A55,28A52(##################)\", \"28A5(THEFT)\", \"31B1\", \"31H26\", \"31H26(#######)**,31H2633(#################\", \"31H26(#################\", \"31H26(####)\", \"31H26(#####)\", \"31H26(########)\", \"31H26(##########)\", \"31H26(###########)\", \"31H26(##########)\", \"31H26(###########)\", \"31H26(##########)\", \"31H26(#################)\", \"31H26(#################\", \"31H26(NUMEROUS)\", \"31H26(NUMEROUS)\", \"31H26(#################", "finish": "length"}, {"codes": ["11A218", "23F9", "51C45", "41A244"], "valid_json": true, "hf1": 0.1559414396095974, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"41A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11268809850156149, "best_hf1": 0.31748645720476704, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A218", "11A80", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12E1515", "13A3301", "14G41", "15B20", "16G97", "19B220", "1B104(13TH-15TH CENTURY ANCHORS)", "1L160(15TH CENTURY LANCERES)", "1L270(15TH CENTURY REEF)", "212B24(FORGE)", "212D2(ARM)", "21B46", "23F9", "24A12A(LOCKS)", "24A16A(POREES)", "24A18", "24A26(AUNT NONEW)", "24D24", "24E51", "24M4", "25G41(14TH-16TH CENTURY MEDINA)", "27I34", "29K4", "2E198", "2E199", "30B115", "31D11", "31D16(ACTORS OF CHRISTIANITY)", "31D168(DONORS)", "31H6", "31J83", "32A107", "32A195", "32B107", "32B114", "32B15", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33C172", "36A162(Agriculturalworkillustration)", "38B23(Silkorseriesforgownsforewonwomen)", "38B23(Silkorseriesforgownsformiddlewomenandgirls)", "38B23(Silkorseriesforlinenmentandlongtrousers)", "38B23(Silkorseriesforlinensleevesandblouses)", "38B23(Silkorseriesforlinenworkandaprons)", "38B23(Silkorseriesforthonglinenbeforeandafterneedlework)", "38B23(Silkorseriesforwomenandfairgowns)", "41A244", "41B1", "41B3", "45E84", "46A8(TORTURE)", "46H6(FANATICISM)", "47C1511", "4D8104", "51C45", "59G14(GRUNGE FORM)", "59G30(MAN)", "59U11(FORM)", "75L03", "8R649", "90123(15TH CENTURY MEDCOT)", "90125(15TH CENTURY IMAGE CASE)", "92L42"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 177, "gt_codes": ["11C14", "71C11824(+0)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J0401", "31J0402", "31J0412", "31J044"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J0401\", \"31J0402\", \"31J0412\", \"31J044\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPER AQUARELA)\", \"24A13A(BRUSH)\", \"24A22A(BRUSH)\", \"24A24D(PEN)\", \"24C530(INSCRIPTION)\", \"24D940(MARGINALIA)\"], \"iconclass-codes\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.26285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.20000000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine_DE_Sainte_Catherine)\", \"36A163(EuroAUTEUR)\", \"36A164(FRANCISCO_ARECHIPIO)\", \"36A165(Girolamo_DAZI)\", \"36A166(NotreDame_Sainte_Bazile)\", \"36A167(Plutarch)\", 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"32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.13220338983050847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H001"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H001\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48A65813"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48A65813\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["36A062(AQUATIC)", "36A08(AQUATIC FLOWER)", "36B05(AQUATIC FLOWER AND Austrian)", "36B25(AQUATIC FLOWER)", "36B256(AQUATIC FLOWER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A062(AQUATIC)\", \"36A08(AQUATIC FLOWER)\", \"36B05(AQUATIC FLOWER AND Austrian)\", \"36B25(AQUATIC FLOWER)\", \"36B256(AQUATIC FLOWER)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A433", "48A434", "16D04", "18A10"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A433\", \"48A434\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\"]}", "finish": "stop"}, {"codes": ["12F52", "13A37", "12F52"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"13A37\", \"12F52\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.02912878329297821, "best_hf1": 0.16285714285714287, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H001", "11H118", "11H24", "11H743", "12F52", "13A3", "13A37", "15B20", "16D04", "16G97", "18A10", "1B104", "1B113", "21D32", "23F9", "24A12", "2E198", "2E199", "31A023", "31A051", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33A10", "33A12", "33B1", "36A062(AQUATIC)", "36A08(AQUATIC FLOWER)", "36B05(AQUATIC FLOWER AND Austrian)", "36B25(AQUATIC FLOWER)", "36B256(AQUATIC FLOWER)", "45E04", "48A18913", "48A244", "48A433", "48A434", "48A65813", "48C1511", "51C45", "51F13", "59G14(GRUNGE FORM)", "59G24(FREE STYLE DEVILLED GROOM)", "59G45(WILDCAT'S SHADOW)", "59G46(MORNING DAUNCHING)", "59G47(FORCED JUNGLE ADMINISTRATION)", "59G48(PACMAN AT PLAY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 180, "gt_codes": ["43A42"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\",\n \"10B113\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUPED FIGURES PORTRAYED)", "97A23(CROWN)", "11A156(HELMET)", "11D34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES PORTRAYED)\", \"97A23(CROWN)\", \"11A156(HELMET)\", \"11D34\"], \"note\": \"This artwork is a portrait of Maria de\u2019 Medici, Queen of France. The figure is enclosed within an ornate cartouche, flanked by two winged putti holding floral motifs. Above, a crown is positioned between the putticl\u2019s wings. The setting emphasizes the subject\u2019s royal identity through symbols of monarchy (crown) and regality., while the framing devices highlight genre and hierarchy. The scene is typical of portrait medals or portraits with heraldic elements, placing it in the category of a formal *prince/royal* portrait.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "33B15", "33B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"33B15\", \"33B16\"]}", "finish": "stop"}, {"codes": ["31J03011", "31J03012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011\", \"31J03012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(17TH CENTURY)\", \"24A12A(16TH-17TH CENTURY)\", \"24A12AB(PORTRAIT OF A KNIGHT)\", \"24A12AC(PORTRAIT OF A COUNTESS)\", \"24A12AD(PORTRAIT OF A EARL)\", \"24A12AE(PORTRAIT OF A GRANTING LORD)\", \"24A12AF(PORTRAIT OF A LADY SUBROGATE)\", \"24A12AG(PORTRAIT OF A LORD)\", \"24A12AI(PORTRAIT OF A MAJOR)]}: No people visible.", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITYREPRODUCTIONOFPORTRAIT)", "51F13(16THC-17THCENSITYREPRODUCTIONOFPORTRAIT)", "51F18(17THC-18THCENTURYREPRODUCTIONOFPORTRAIT)", "51F19(18TH-19C-REPRODUCTIONOFSTENCILPORTRAITS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITYREPRODUCTIONOFPORTRAIT)\", \"51F13(16THC-17THCENSITYREPRODUCTIONOFPORTRAIT)\", \"51F18(17THC-18THCENTURYREPRODUCTIONOFPORTRAIT)\", \"51F19(18TH-19C-REPRODUCTIONOFSTENCILPORTRAITS)\"]}", "finish": "stop"}, {"codes": ["11G97", "31A195", "47I34", "44E51", "92L41"], "valid_json": true, "hf1": 0.11428571428571428, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"31A195\", \"47I34\", \"44E51\", \"92L41\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590", "11A02"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590\", \"11A02\"]}", "finish": "stop"}, {"codes": ["11A218", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.028095238095238097, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A02", "11A1", "11A156(HELMET)", "11A218", "11D34", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11G97", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D489", "12F52(DIGRESSIVE)", "15B20", "1B104(19THCENTILITYREPRODUCTIONOFPORTRAIT)", "22B1590", "22C3250", "23A45", "23F93", "2E198", "2E199", "31A0231", "31A0272", "31A195", "31D11", "31F12", "31H404", "31J03011", "31J03012", "32A107", "32B107", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33B16", "33C17", "33C30", "34A31", "41A128", "44E51", "47I34", "48A125", "48A28", "48C1511", "48C40", "51F13(16THC-17THCENSITYREPRODUCTIONOFPORTRAIT)", "51F18(17THC-18THCENTURYREPRODUCTIONOFPORTRAIT)", "51F19(18TH-19C-REPRODUCTIONOFSTENCILPORTRAITS)", "59G14(GROUPED FIGURES PORTRAYED)", "630E", "631A", "92L41", "97A23(CROWN)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 181, "gt_codes": ["41D221(HAT)", "48", "48C2", "48C514", "54BB2", "55C11", "86(VIEL ZIERDE, WENIG NUTZEN)"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MATES)", "19C211(EAR OF MEAT)", "51A31(MIRROR)", "59U11(FIVE)", "212B24(FAME)", "15C17(DANCING CHARACTER)", "19C23(CLOTHES NEAR MAN'S NECK)"], "valid_json": true, "hf1": 0.06486486486486487, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MATES)\", \"19C211(EAR OF MEAT)\", \"51A31(MIRROR)\", \"59U11(FIVE)\", \"212B24(FAME)\", \"15C17(DANCING CHARACTER)\", \"19C23(CLOTHES NEAR MAN'S NECK)\"]}", "finish": "stop"}, {"codes": ["31A107", "31B20", "31C315", "31C316", "31C318"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A107\", \"31B20\", \"31C315\", \"31C316\", \"31C318\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212M63"], "valid_json": true, "hf1": 0.06608695652173911, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A26A(HAIR)\", \"29B33A(IMAGE, DEPICTING FACE)\", \"29B34D(PROFILING THE FACE)], \"note\": \"The drawing depicts a young man adjusting his hair/locks while another person looks on, illustrating the moral that 'much ornament is not as beneficial as little of it' (Viel Zierde, wenig N\u00fctz, zen). The scene uses glossy surfaces (mirror) to reflect faces and partial bodies. Note: the provided code '29B34D' intentionally includes the spelling ERRONEV' as per instruction to use codes confidently depicting the image, even with subtle variations.\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.17999999999999997, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33B39", "33D38", "33D39", "33D40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33B39\", \"33D38\", \"33D39\", \"33D40\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["92L42", "30B165", "24D24", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30B165\", \"24D24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANTAR FLORETT)", "25C101"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANTAR FLORETT)\", \"25C101\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.19213483146067414, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.09927007299270071, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MIRROR)\", \"41C149(LANGUAGE: GERMAN)\", \"41E102(SHIRT)\", \"55B25(DRESS)\", \"55CC47(HAIR)\", \"71C145(GEDYE, EKA)ATH CORS\")]", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.05333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04098062869833201, "best_hf1": 0.19213483146067414, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05S31", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "14G41", "15B14(BANK MATES)", "15B20", "15C17(DANCING CHARACTER)", "16G97", "19B220", "19C211(EAR OF MEAT)", "19C23(CLOTHES NEAR MAN'S NECK)", "212B24(FAME)", "212M63", "23F9", "24D24", "25C101", "25G98", "25G99", "30B165", "31A107", "31B20", "31C315", "31C316", "31C318", "31D11", "31J84", "32A19", "32A23", "32B15", "32C2", "32C26", "33A06", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A37", "33B15", "33B39", "33C17", "33C30", "33D38", "33D39", "33D40", "45E84", "48A125", "48A28", "48C1511", "48C40", "51A31(MIRROR)", "51C45", "59G14(GROUP)", "59U11(FIVE)", "73A244", "92L42", "9B104", "9B113", "9B114(PLANTAR FLORETT)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 182, "gt_codes": ["31D11222", "41A721", "41D2665", "42B742", "42G:61B2(...)13"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MAT)", "29C22(BOP)", "45O13(FLOOR MAT)", "43L44", "51C42", "12B24"], "valid_json": true, "hf1": 0.07999999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MAT)\", \"29C22(BOP)\", \"45O13(FLOOR MAT)\", \"43L44\", \"51C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.06129032258064515, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.22930232558139538, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "48C4", "75L6"], "valid_json": true, "hf1": 0.17733333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"48C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12125984251968504, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.25678537054860445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "5161", "5162", "2172"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"5161\", \"5162\", \"2172\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L301", "38A8", "38A9"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L301\", \"38A8\", \"38A9\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.14709677419354839, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGERS)", "121D250", "121E59"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGERS)\", \"121D250\", \"121E59\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.17401129943502827, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10282340664296738, "best_hf1": 0.25678537054860445, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGERS)", "121D250", "121E59", "12B24", "15B14(BANK MAT)", "15B20", "16G97", "1B104", "1B113", "2172", "21A15", "28D32", "29C22(BOP)", "305B", "30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "31A023", "31A051", "31A181", "31A184", "31B112", "31J03", "32A1002", "32A107", "32A12", "32A19", "32B107", "32B114", "32B15", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "38A8", "38A9", "38L301", "41B1", "41B3", "43L44", "45E04", "45E22", "45E246", "45E406", "45E512", "45O13(FLOOR MAT)", "47C1511", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A43", "48A441", "48C4", "5161", "5162", "51C42", "53A", "59G14(GROUP)", "75L6"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 183, "gt_codes": ["92C455"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE DEVIL)", "59G13(GRUNGE ROD)", "59G16(GRUNGE WALL)", "59G12(GRUNGE MOUNTAIN)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE DEVIL)\", \"59G13(GRUNGE ROD)\", \"59G16(GRUNGE WALL)\", \"59G12(GRUNGE MOUNTAIN)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": 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[\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52", "13A37", "12F52", "12E59"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"13A37\", \"12F52\", \"12E59\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.2682226211849192, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12682148441399124, "best_hf1": 0.33428571428571424, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12E59", "12F52", "13A37", "13C21", "15B20", "16G99", "1B104", "1B113", "20F9", "21D25", "21D32", "2A515", "305B", "30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5", "30C1", "30C6", "30C9", "30D5", "30D9", "31A023", "31A051", "31A1002", "31A12", "31A181", "31A184", "31A235", "31A4", "31B112", "31D231", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "32C111", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "38C30", "45E04", "45E22", "45E246", "45E406", "45E512", "48A125", "48A244", "48A28", "48A43", "48A441", "48C40", "5161", "5162", "51C45", "53A", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 186, "gt_codes": ["86(VULPES, ET SIMIUS)", "25F23(LION)", "25F22(+343)", "25F23(FOX)", "52A2", "51A5"], "greedy": {"codes": ["10B11", "10B12", "10B13", "10B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B12\",\n \"10B13\",\n \"10B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59114(GRUNGE FORM)", "59104(FORSIGN)", "59111(EERIOD)", "59116(IOD)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE FORM)\", \"59104(FORSIGN)\", \"59111(EERIOD)\", \"59116(IOD)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "453H4", "89V220", "F12"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"453H4\", \"89V220\", \"F12\"]}", "finish": "stop"}, {"codes": ["24A12A(ANIMALIA)", "24A33A(VIDUA)", "24A48B(QUILITA)", "24AB50(COVIDIA)"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ANIMALIA)\", \"24A33A(VIDUA)\", \"24A48B(QUILITA)\", \"24AB50(COVIDIA)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(Animals_grafik)", "9B113(Chimpanzee_grafik)", "9B117(Crocodile_grafik)", "9B119(Dog_grafik)", "9B123(Fox_grafik)", "9B127(Lion_grafik)", "9B135(Monkey_grafik)", "9B137(Vulture_grafik)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(Animals_grafik)\", \"9B113(Chimpanzee_grafik)\", \"9B117(Crocodile_grafik)\", \"9B119(Dog_grafik)\", \"9B123(Fox_grafik)\", \"9B127(Lion_grafik)\", \"9B135(Monkey_grafik)\", \"9B137(Vulture_grafik)\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A234", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A234\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["10720(Animal_story)", "11A10(Some animals)", "11A13(Some wild animals)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720(Animal_story)\", \"11A10(Some animals)\", \"11A13(Some wild animals)\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKGROUND OR SETTING)", "39A####(BEAST)", "41C149(LION)", "41C161(PARAMOUR LION)"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKGROUND OR SETTING)\", \"39A####(BEAST)\", \"41C149(LION)\", \"41C161(PARAMOUR LION)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.02980059523809524, "best_hf1": 0.12666666666666668, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10720(Animal_story)", "11A1", "11A10(Some animals)", "11A13(Some wild animals)", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F52(DIGRESSIVE)", "16G97", "16G99", "20F93", "22C32(BACKGROUND OR SETTING)", "24A12A(ANIMALIA)", "24A33A(VIDUA)", "24A48B(QUILITA)", "24AB50(COVIDIA)", "2E198", "2E199", "31A1002", "31A12", "31A234", "31A235", "31A25", "31A72", "31A77", "31A89", "31A96", "31D16", "31J83", "32A107", "32B107", "32B114", "32B15", "34E51", "39A####(BEAST)", "39F4", "39H6", "418A", "41B3", "41C149(LION)", "41C161(PARAMOUR LION)", "453H4", "47C1511", "59104(FORSIGN)", "59111(EERIOD)", "59114(GRUNGE FORM)", "59116(IOD)", "89V220", "9B104(Animals_grafik)", "9B113(Chimpanzee_grafik)", "9B117(Crocodile_grafik)", "9B119(Dog_grafik)", "9B123(Fox_grafik)", "9B127(Lion_grafik)", "9B135(Monkey_grafik)", "9B137(Vulture_grafik)", "F12"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 187, "gt_codes": ["49L171", "49M413", "49M3", "49L12(O)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS)\", \"59G11(BIODATA/ECOLOGY)\", \"59G13(ARCHAEOLOGICAL)]\"}", "finish": "stop"}, {"codes": ["31A235", "31B2", "31C7", "523A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31B2\", \"31C7\", \"523A\"]}", "finish": "stop"}, {"codes": ["31J04", "45E04"], "valid_json": true, "hf1": 0.13162393162393166, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J04\", \"45E04\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LETTER TEXT)\", \"24A33A(LETTER WITH E], \"24A33A(LETTER WITH M FORW], \"4D810(FULL)], \"5303(FULL INITIAL FLOW]\", \"5305(FULL INITIAL DECOR], \"5305(FULL INITIAL DECORATIVE BORDER]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H001"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H001\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33A39", "33A40", "33D32", "33D34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33A39\", \"33A40\", \"33D32\", \"33D34\"]}", "finish": "stop"}, {"codes": ["21A18", "21B9", "48A21", "54A114", "54A117"], "valid_json": true, "hf1": 0.06623655913978495, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"48A21\", \"54A114\", \"54A117\"]}", "finish": "stop"}, {"codes": ["31A023", "31A251", "48A433", "48A434", "16D24", "18A16"], "valid_json": true, "hf1": 0.09936305732484076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A251\", \"48A433\", \"48A434\", \"16D24\", \"18A16\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": 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"finish": "stop"}], "n": 16, "mean_hf1": 0.03185935571203714, "best_hf1": 0.13162393162393166, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A218", "11E12", "11E18", "11F16", "11F2", "11H001", "11H118", "11H24", "11H28", "11H743", "12F52(DIGRESSIVE)", "13A3", "15B20", "16D24", "16G97", "18A16", "1B104", "1B113", "21A18", "21B9", "21D32", "22C111(PARAMETER)", "22C149(LANGUAGE)", "22C325(IKONS)", "22C42####(OVAL)", "23F9", "31A023", "31A235", "31A251", "31B2", "31C7", "31D11", "31J04", "32A19", "33A06", "33A10", "33A12", "33A17", "33A37", "33A39", "33A40", "33B1", "33D32", "33D34", "45E04", "48A125", "48A21", "48A244", "48A433", "48A434", "48C1511", "51613", "51C45", "523A", "54A114", "54A117"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, 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"finish": "stop"}, {"codes": ["31J03", "45E04", "19V220", "212M63"], "valid_json": true, "hf1": 0.20727272727272728, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74L009"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74L009\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 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uniform, thus no colors are assigned, however the presence of buttons and decorations is noted as a key detail of a military uniform. Military insignia are clearly present, indicating a military connection. The uniform is part of a dressed standing pose. Since specific military ranks or branches aren't identifiable from this view alone, we avoid code assignments for specific fields like 'Prussian', 'Cavalry', or 'Admirals', instead classifying it under general 'Military uniforms'.\", \"uri\": \"https://discuss-s3-catalogs.prod.pageimagescotch.com/assets/2e/33/39270974d6e32351625e983c11423687042214247869782502525.png\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(POUR THE PORTRAIT)"], 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0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 194, "gt_codes": ["25F22", "34E3"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "89V220", "212"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"89V220\", \"212\"]}", "finish": "stop"}, {"codes": ["24A12A(APRILIA)", "24A33A(AYR)", "24A48B(AMBER)", "24A95A(APRONTIA)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(AYR)\", \"24A48B(AMBER)\", \"24A95A(APRONTIA)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A062(APE)", "37J", "37L", "37P"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A062(APE)\", \"37J\", \"37L\", \"37P\"], \"explanation\": \"This drawing depicts a primate (a monkey) interacting with an object (a chain). It is an animal drawing.\", \"confidence\": 0.9}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["910023", "910051", "48A43", "48A44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"910023\", \"910051\", \"48A43\", \"48A44\"]}", "finish": "stop"}, {"codes": ["9B104(Animals).Monkeys", "9B104(Chimpanzees)", "9B108(Elephants)", "9B109(Homopithecus(Species))"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(Animals).Monkeys\", \"9B104(Chimpanzees)\", \"9B108(Elephants)\", \"9B109(Homopithecus(Species))\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A43", "31B15", "31B2", "31B26"], "valid_json": true, "hf1": 0.1124087591240876, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A43\", \"31B15\", \"31B2\", \"31B26\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.13220338983050847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"most_relevant_code\": \"20C33\"}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["3A22", "5E11", "9A241", "101C93", "33D11", "2A23AAA52", "2A23CC4738"], "valid_json": true, "hf1": 0.14065573770491804, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"3A22\",\n \"5E11\",\n \"9A241\",\n \"101C93\",\n \"33D11\",\n \"2A23AAA52\",\n \"2A23CC4738\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C489", "12C4901", "11A192", "21F57"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C489\", \"12C4901\", \"11A192\", \"21F57\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07366257624955296, "best_hf1": 0.14065573770491804, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "101C93", "11A1", "11A192", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C489", "12C4901", "16G97", "16G99", "20C33", "20F93", "212", "21F57", "21L103", "24A12A(APRILIA)", "24A33A(AYR)", "24A48B(AMBER)", "24A95A(APRONTIA)", "2A23AAA52", "2A23CC4738", "2E198", "2E199", "305B28", "31A1002", "31A12", "31A43", "31B15", "31B2", "31B26", "31J83", "32A107", "32B107", "32B114", "32B15", "33D11", "36A062(APE)", "37J", "37L", "37P", "3A22", "41B1", "41B3", "43C1511", "45E84", "48A43", "48A44", "59G14(GRUNGE FORM)", "5E11", "89V220", "910023", "910051", "9A241", "9B104(Animals).Monkeys", "9B104(Chimpanzees)", "9B108(Elephants)", "9B109(Homopithecus(Species))"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 195, "gt_codes": ["46A12", "48C5142", "41B31", "48A9875", "31A511", "41A222", "41C51"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKET)", "25D22(BREAKFAST)", "56K15(DINING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKET)\", \"25D22(BREAKFAST)\", \"56K15(DINING)\"], \"best_match\": \"15B14\", \"reasoning\": \"The image clearly shows a '15B14 BANKET (banquet)' as the primary subject. While other elements like '25D22(BREAKFAST)' or a 'SCENE IN A PAINTED SAMPLE ROOM' are present, the central action and composition revolve around a formal seated meal with numerous people, which aligns best with the banquet code.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.08812685827552032, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "89V220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.16382113821138214, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"89V220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR)\", \"24A13A(INTERIOR)\", \"24A14(INTERIOR)\", \"24A14W(INTERIOR)\", \"20M317\", \"20E42\"], \"description\": \"This image is classified under the Iconclass category of **historical documents and books**, specifically falling into the subcategory related to **ancient hours or manuscripts** (class 20M). The notation codes reflect its association with historically significant texts, particularly those that were culturally or religiously important.\n\n### Detailed Explanation:\n\n- **20M317 - Ancient hours or manuscripts:** \n This category refers to historical texts, such as the *Book of Hours*, which were often decorated with ornate illustrations and were produced for the elite during the Middle Ages. The presence of such a manuscript suggests its historical importance.\n\n- **20E42 - Smaller book or pamphlet:** \n This notation indicates that the work may be for personal use or contained within a smaller format typical of historical manuscripts or printed materials.\n\n### Visual Elements:\n- The manuscript contains vibrant, illustrated pages with medieval-style art, including depictions of religious scenes, figures, and decorative elements.\n- The text and illustrations are rich in detail, likely reflecting the narrative and religious themes common in medieval texts.", "finish": "stop"}, {"codes": ["11H118", "11H74", "11H80", "20A99", "45E23", "48A73"], "valid_json": true, "hf1": 0.16927353126974098, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H74\", \"11H80\", \"20A99\", \"45E23\", \"48A73\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.12952029520295202, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.14935622317596567, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine_DE_Sainte-Patrice(De_Sainte_Patrisci))_for_the_Society_of_Second_Ribes_at_Alamoare_(1_725)_-_Heft_005\", \"36A163(Estetische_Werkstatt_(E_W)_Katalog_Band_10_Bild_0046)\", \"36A165(Estetische_Werkstatt_(E_W)_Katalog_Band_10_Bild_0047)\", \"36A16(Estefftiache_Werkstatt_(E_W)_Bild_0055\")]", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "40L165", "24J14", "13601"], "valid_json": true, "hf1": 0.07666666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L165\", \"24J14\", \"13601\"]}", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(21STC)", "13A168(EARL)", "13A190(EARLDUCHESSETE)", "13A19L(EARL)", "13A197(EARL)", "13A19D(4TH EMINC)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(21STC)\", \"13A168(EARL)\", \"13A190(EARLDUCHESSETE)\", \"13A19L(EARL)\", \"13A197(EARL)\", \"13A19D(4TH EMINC)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.046341463414634146, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A370", "48A28", "48C40"], "valid_json": true, "hf1": 0.30585365853658536, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A370\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.23222222222222222, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGERS)", "121D230(MUSICIANS)", "19A####(MUSIC)", "21C149(LANGUAGE)", "21C161(PARAMICS)", "21C1AAA(BAND GROUPING)", "21C1CC4(ROUND TABLE)", "48C515"], "valid_json": true, "hf1": 0.15566628830874008, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGERS)\", \"121D230(MUSICIANS)\", \"19A####(MUSIC)\", \"21C149(LANGUAGE)\", \"21C161(PARAMICS)\", \"21C1AAA(BAND GROUPING)\", \"21C1CC4(ROUND TABLE)\", \"48C515\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09480302158027559, "best_hf1": 0.30585365853658536, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H118", "11H24", "11H28", "11H74", "11H80", "121D2(DIGGERS)", "121D230(MUSICIANS)", "13601", "13A168(EARL)", "13A190(EARLDUCHESSETE)", "13A197(EARL)", "13A19D(4TH EMINC)", "13A19L(EARL)", "15B14(BANKET)", "15B20", "16G97", "19A####(MUSIC)", "20A99", "212M631", "21C149(LANGUAGE)", "21C161(PARAMICS)", "21C1AAA(BAND GROUPING)", "21C1CC4(ROUND TABLE)", "23F9", "24D63", "24J14", "25D22(BREAKFAST)", "2E198", "2E199", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31D11", "31D16", "31J84", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33B1", "40L165", "41B1", "41B3", "45E12", "45E23", "45E84", "47C1511", "48A28", "48A73", "48C40", "48C515", "51C45", "56K15(DINING)", "59G14(GROUP)", "73A244", "73A370", "89V220", "92L42", "9B104(19THC)", "9B284(21STC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 196, "gt_codes": ["25I146", "31A(+89)", "31D112", "73", "73B633"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2022)", "11A156(1516-1633)", "11A156(1633-1710)", "11A156(1710-1790)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2022)\", \"11A156(1516-1633)\", \"11A156(1633-1710)\", \"11A156(1710-1790)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B285"], "valid_json": true, "hf1": 0.1115912408759124, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B285\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.24588235294117647, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\", \"30B6\", \"30B7\", \"30B9\", \"30B10\", \"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"", "finish": "length"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.2894764397905759, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"night-mht6\"}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.16430906389301633, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(CHRIST THE FLORETT BOTTLE)\", \"9B115(CHRIST BEHEMED)\", \"9B116(USER'S NETS)\", \"9B117(CHRIST RHAPSODY)\", \"9B118(CHRIST ENGRHANT)\", \"9B119(CHRIST RECONCILIATION)\", \"9B120(CHRIST ALAT)\", \"9B121(CHRIST ASCENDATION)\", \"9B122(CHRIST LAMENT)\", \"9B123(CHRIST DIGNITY)\", \"9B124(CHRIST SIGN)\", \"9B125(CHRIST TORERO)\", \"9B126(CHRIST BATTLE)\", \"9B127(CHRIST BEVST)\", \"9B128(CHRIST CONCORD)\", \"9B129(CHRIST NURSE)\", \"9B130(CHRIST END)\", \"9B131(CHRIST PANTOSPHERE)\", \"9B133(CHRIST JIHDING)\", \"9B134(CHRIST TREASURE)\", \"9B135(CHRIST FLAW)\", \"9B136(CHRIST TRAGEDY)\", \"9B137(CHRIST BIRT)\", \"9B138(CHRIST CONFESSION)\", \"9B139(CHRIST NOW)\", \"9B140(CHRIST ACT)\", \"9B141(CHRIST EXIT)\", \"9B142(CHRIST SEAT)\", \"9B143(CHRIST SPEECH)\", \"9B144(CHRIST SIGHT)\", \"9B145(CHRIST SMILE)\", \"9B146(CHRIST WEAN)\", \"9B147(CHRIST TOWER)\", \"9B148(CHRIST SLEEPING)\", \"9B149(CHRIST DREAMING)\", \"9B150(CHRIST DYING)\", \"9B151(CHRIST RAISING)\", \"9B152(CHRIST WALKING)\", \"9B153(CHRIST SITTING)\", \"9B154(CHRIST RUNNING)\", \"9B155(CHRIST DANCING)\", \"9B156(CHRIST PLAYING)\", \"9B157(CHRIST SINGING)\", \"9B158(CHRIST WHISTLING)\", \"9B159(CHRIST SCREAMING)\", \"9B160(CHRIST HAWKING)\", \"9B161(CHRIST BUTCHERING)\", \"9B162(CHRIST WILDERING)\", \"9B163(CHRIST HARVESTING)\", \"9B164(CHRIST PLANTING)\", \"9B165(CHRIST BUILDING)\", \"9B166(CHRIST WORDS)\", \"9B167(CHRIST SIGNS)\", \"9B168(CHRIST HEROES)\", \"9B169(CHRIST MYTHS)\", \"9B170(CHRIST COPS)\", \"9B171(CHRIST SKULLS)\", \"9B172(CHRIST DEATHS)\", \"9B173(CHRIST RIT", "finish": "length"}, {"codes": ["11G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.10270270270270268, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.06638297872340426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"most_confident_first\": [\"20C33\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["52A28", "52B232", "52B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"52A28\", \"52B232\", \"52B248\"]}\n```", "finish": "stop"}, {"codes": ["41A218", "41A93", "42C589", "42D45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"42C589\", \"42D45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06805726296863854, "best_hf1": 0.2894764397905759, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["11A1", "11A156(1516-1633)", "11A156(1633-1710)", "11A156(1710-1790)", "11A16", "11E12", "11E16", "11E18", "11E2", "11E34", "11G97", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12I515", "20C33", "21L103", "305B285", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A235", "31A26", "31A51213", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A218", "41A93", "41B1", "41B3", "42C589", "42D45", "47C1511", "52A28", "52B232", "52B248", "59G14(GRUNGE FORM)", "59G24(FROM 2022)", "60A3"], "truncated": 2, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 197, "gt_codes": ["41A31", "43C11491", "61F(JAGDSCHLOSS LANGELEBEN)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10B117\", \"10B118\", \"10B119\", \"10B120\", \"10B121\", \"10B122\", \"10B123\", \"10B124\", \"10B125\", \"10B126\", \"10B127\", \"10B128\", \"10B129\", \"10B130\", \"10B131\", \"10B132\", \"10B133\", \"10B134\", \"10B135\", \"10B136\", \"10B137\", \"10B138\", \"10B139\", \"10B140\", \"10B141\", \"10B142\", \"10B143\", \"10B144\", \"10B145\", \"10B146\", \"10B147\", \"10B148\", \"10B149\", \"10B150\", \"10B151\", \"10B152\", \"10B153\", \"10B154\", \"10B155\", \"10B156\", \"10B157\", \"10B158\", \"10B159\", \"10B160\", \"10B161\", \"10B162\", \"10B163\", \"10B164\", \"10B165\", \"10B166\", \"10B167\", \"10B168\", \"10B169\", \"10B170\", \"10B171\", \"10B172\", \"10B173\", \"10B174\", \"10B175\", \"10B176\", \"10B177\", \"10B178\", \"10B179\", \"10B180\", \"10B181\", \"10B182\", \"10B183\", \"10B184\", \"10B185\", \"10B186\", \"10B187\", \"10B188\", \"10B189\", \"10B190\", \"10B191\", \"10B192\", \"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59G14(Germany)", "59P4049(Rastatt)", "59E113(Landhaus)", "59A30(DROLL)", "59U11(FORMAL)", "59E24(FRENCH STYLE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany)\", \"59P4049(Rastatt)\", \"59E113(Landhaus)\", \"59A30(DROLL)\", \"59U11(FORMAL)\", \"59E24(FRENCH STYLE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J83012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J83012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H168", "11H169", "31A132", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H168\", \"11H169\", \"31A132\", \"31A181\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A1001"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A1001\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Agricultural\", \"36A18(Agricultural\", \"36A38(Agricultural\", \"36A414(LARGE FIELD)\", \"36A420(KITCHEN-FARM)]\"}]", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "163A05", "11A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"163A05\", \"11A08\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(20THC)", "1B116(21STC)", "25C101(ARCHITECTURAL BEAUTY)", "25C103(ARCHITECTURAL INTERIOR)", "25C105(ARCHITECTURAL PLANTING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B116(21STC)\", \"25C101(ARCHITECTURAL BEAUTY)\", \"25C103(ARCHITECTURAL INTERIOR)\", \"25C105(ARCHITECTURAL PLANTING)\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A234", "34E51", "39K4", "39P6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A234\", \"34E51\", \"39K4\", \"39P6\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001"], "valid_json": true, "hf1": 0.07222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DOMESTIC)\", \"121D230,121B159(####)**,121D230,121B159(GREADER HOUSE)**\", \"26H120AAA(BLOCKHOUSE)**,26G700(**HIGH COUNTRY)**,25F140(**PRIVATE PROPERTY)**,04C40167(**DOCUMENT**:HISTORIC SITE});", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.01878445165945166, "best_hf1": 0.10857142857142858, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A08", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H118", "11H119", "11H168", "11H169", "11H743", "15B20", "163A05", "16G97", "16I19", "1B104(19THC)", "1B116(21STC)", "1B204(20THC)", "23F9", "24A12A(LOCKS), (24A12A)", "25C101(ARCHITECTURAL BEAUTY)", "25C103(ARCHITECTURAL INTERIOR)", "25C105(ARCHITECTURAL PLANTING)", "2E198", "2E199", "31A132", "31A181", "31A234", "31D11", "31F12", "31H404", "31J83011", "31J83012", "32A107", "32B107", "32B114", "32B128", "32B15", "33A10", "33A1001", "33A12", "33A26", "33B1", "34E51", "39K4", "39P6", "47C1511", "48A125", "48A244", "48A97001", "51C45", "59A30(DROLL)", "59E113(Landhaus)", "59E24(FRENCH STYLE)", "59G14(Germany)", "59P4049(Rastatt)", "59U11(FORMAL)", "72A023", "72A051", "72A433", "72A438"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 198, "gt_codes": ["11D", "31D15", "41A3911", "73", "73C72212"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59J111(BIODATA/ECOLOGY)\", \"63B13(ARCHAIC NATURE)]\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.06620689655172414, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["31J0401", "31J0402", "30B2212"], "valid_json": true, "hf1": 0.1225806451612903, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J0401\", \"31J0402\", \"30B2212\"]}", "finish": "stop"}, {"codes": ["24A12A(NUDE FEMALE FIGURE LUCRECE)", "24B1(DRAUGHTSMANSHIP)", "32C0(FORTWENTH 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"31A1002"], "valid_json": true, "hf1": 0.13276595744680852, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.21775280898876404, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.1302857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "44A8", "44A9"], "valid_json": true, "hf1": 0.26278544542032617, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"44A8\", \"44A9\"]}", "finish": "stop"}, {"codes": ["31E18", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.1712372093023256, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31E18\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11247430436512146, "best_hf1": 0.26278544542032617, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10O501", "11E1515", "11E16", "11E162", "11E167", "121D2(DRAWING)", "15B20", "16G97", "17H(GROWS IN TRUNK AND FENCE]", "20A9", "21H118", "21H74", "21H80", "23F9", "24A12A(NUDE FEMALE FIGURE LUCRECE)", "24B1(DRAUGHTSMANSHIP)", "25G98", "25G99", "30B2212", "30C1511", "30F238", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31D11", "31E12", "31E18", "31F2", "31H24", "31H28", "31J0401", "31J0402", "31L17", "32A107", "32A195", "32B107", "32B114", "32B15", "32C0(FORTWENTH SECTION OF TWELVE)", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B232", "37B248", "3B104", "3B113", "3B132", "41A128", "43A3701", "44A8", "44A9", "44E51", "46I34", "48A181", "48A244", "48B16", "51C45", "51F13", "51G6", "51M5", "63A05", "81A08", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 199, "gt_codes": ["31E23621", "42E191", "44F51", "44G342"], "greedy": {"codes": ["25E01", "25E02", "25E03", "25E04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25E01\", \"25E02\", \"25E03\", \"25E04\"]}"}, "samples": [{"codes": ["59114(German)", "15B1404"], 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false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A12A(PORE)\", \"24A12B(WHITE)\", \"24A12W(SWT SHAWL)\", \"24A12Z(WITH OUT)\", \"24B940\", \"24K149\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A433", "48A434", "16D01", "18A10"], "valid_json": true, "hf1": 0.21514340344168262, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A433\", \"48A434\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(21STC)", "1B216(22NDC)", "25C101(1B05)", 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{"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.09047619047619047, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.18688524590163938, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["34A12A", "34A12B", "34A12C", "34B", "34B2", "34B5"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12A\", \"34A12B\", \"34A12C\", \"34B\", \"34B2\", \"34B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", 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\"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4eba\u7269\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u7a7f\u774017/18\u4e16\u7eaa\u7684\u670d\u88c5\uff0c\u5305\u62ec\u5047\u53d1\u548c\u5939\u514b\u3002\u753b\u9762\u662f\u7ecf\u5178\u7684\u534a\u8eab\u50cf\u6784\u56fe\uff0c\u7a81\u51fa\u4eba\u7269\u7684\u5934\u90e8\u548c\u4e0a\u534a\u8eab\u3002\u8fd9\u4e9b\u7279\u5f81\u7b26\u5408Iconclass\u7f16\u53f737\u7cfb\u5217\uff0c\u4e3b\u8981\u7528\u4e8e\u63cf\u7ed8\u4eba\u7269\u8096\u50cf\u3002\u56e0\u6b64\uff0c\u6700\u76f8\u5173\u7684Iconclass\u7f16\u53f7\u662f\uff1a\\n- 37J: Portrait \u00e0 la gauche (/37J)\\n- 37L: Portrait /37L\\n- 37P: Portrait /37P\\n- 36A06211: Portrait de soin /36A06211\"}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.20461538461538462, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.31169777777777774, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16AC9", "16BC5", "55C2", "34D1041"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16AC9\", \"16BC5\", \"55C2\", \"34D1041\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "41K28", "42C4"], "valid_json": true, "hf1": 0.17272727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"41K28\", \"42C4\"]}", "finish": "stop"}, {"codes": ["11H(FRANCIS)", "21E23", "48F20", "48G12", "48G418"], "valid_json": true, "hf1": 0.10357142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H(FRANCIS)\", \"21E23\", \"48F20\", \"48G12\", \"48G418\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGERS)", "12F52(BARRICADE)", "12F52(ABBEY)", "12F52(LESSER)", "12F52(Mixed)", "12F2025(People)", "12F2047(History)", "12F2052(Society)", "12F2056(arts)", "12F2101(Writing)", "12F2102(Books)", "12F2103(Prints)", "12F2104(Engravings)", "12F2105(Lithography)", "12F2107(Drafts)", "12F2108[Illustrations]", "12F2109(Maps)", "12F2110(Plates)", "12F2111(Poster)", "12F2112(Cards)", "12F2113(Posters)", "12F2114(Klebenscheck)", "35C97(Shirt)", "35E13(Cloak)", "35G52(White Hose)", "35G61(Socks)", "35H61(False Horn)", "35H52(White Gloves)", "35M98(Wrap)", "35M1(Military)", "35M2(Police)", "35M51(Guards)", "35M61(Psychological)", "35M71(Political)", "35M92(Political)", "35M94(Official)", "35M95(Commendation)", "35M101(Vetor)", "35M102(Capital)", "35M103(Bad)", "35M104(Flight)", "35M105(Civil)", "35N61(Forest)", "35P72(Bacon)", "35P73(Fire)", "35P74(Horse)", "35P75(Horse)", "35P79(Found)", "35P81(Working)", "35P82(Present)", "35P92(Present)", "35P93(Floor)", "35P93(Floor)", "35P94(Microphone)", "35P95(Picturale)", "35P97(Ground", "35P98(Body)", "35P98(Body)", "35P99(Feet)", "35P99(Hands)", "35P99(Feet)", "35P99(Feet)", "35P99(Feet)", "35P99(Feet)", "35P99(Feet)", "35P99(Feet)", "35P99(Feet)", "35P99(Feet)"], "valid_json": true, "hf1": 0.08485436893203883, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGERS)\", \"12F52(BARRICADE)\", \"12F52(ABBEY)\", \"12F52(LESSER)\", \"12F52(Mixed)\", \"12F2025(People)\", \"12F2047(History)\", \"12F2052(Society)\", \"12F2056(arts)\", \"12F2101(Writing)\", \"12F2102(Books)\", \"12F2103(Prints)\", \"12F2104(Engravings)\", \"12F2105(Lithography)\", \"12F2107(Drafts)\", \"12F2108[Illustrations]\", \"12F2109(Maps)\", \"12F2110(Plates)\", \"12F2111(Poster)\", \"12F2112(Cards)\", \"12F2113(Posters)\", \"12F2114(Klebenscheck)\", \"35C97(Shirt)\", \"35E13(Cloak)\", \"35G52(White Hose)\", \"35G61(Socks)\", \"35H61(False Horn)\", \"35H52(White Gloves)\", \"35M98(Wrap)\", \"35M1(Military)\", \"35M2(Police)\", \"35M51(Guards)\", \"35M61(Psychological)\", \"35M71(Political)\", \"35M92(Political)\", \"35M94(Official)\", \"35M95(Commendation)\", \"35M101(Vetor)\", \"35M102(Capital)\", \"35M103(Bad)\", \"35M104(Flight)\", \"35M105(Civil)\", \"35N61(Forest)\", \"35P72(Bacon)\", \"35P73(Fire)\", \"35P74(Horse)\", \"35P75(Horse)\", \"35P79(Found)\", \"35P81(Working)\", \"35P82(Present)\", \"35P92(Present)\", \"35P93(Floor)\", \"35P93(Floor)\", \"35P94(Microphone)\", \"35P95(Picturale)\", \"35P97(Ground\", \"35P98(Body)\", \"35P98(Body)\", \"35P99(Feet)\", \"35P99(Hands)\", \"35P99(Feet)\", \"35P99(Feet)\", \"35P99(Feet)\", \"35P99(Feet)\", \"35P99(Feet)\", \"35P99(Feet)\", \"35P99(Feet)\", \"35P99(Feet)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09086459896683939, "best_hf1": 0.31169777777777774, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11A218", "11E34", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F2025(People)", "12F2047(History)", 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"```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G3(GRUNGE FORM)", "59G1(GRUNGE FORM)", "23A42410", "31D183"], "valid_json": true, "hf1": 0.04470588235294118, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G3(GRUNGE FORM)\", \"59G1(GRUNGE FORM)\", \"23A42410\", \"31D183\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A235"], "valid_json": true, "hf1": 0.15737704918032785, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A235\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A16A(LOCKS)", "24A23A(LOCKS)", "24A30A(LOCKS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A16A(LOCKS)\", \"24A23A(LOCKS)\", \"24A30A(LOCKS)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H74", "11H80", "20A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H74\", \"11H80\", \"20A9\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.15837563451776648, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DOG)"], "valid_json": true, "hf1": 0.1580448065173116, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B63(DOG)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E1515"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E1515\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24J14", "14G41"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24J14\", \"14G41\"]}", "finish": "stop"}, {"codes": ["1B104(Animals growling at each other)", "1B329(Dog barking at a warning)", "1B672(Dog catching a hare)", "1B673(Dog chasing prey)", "1B6L4(Full stop in text)", "1B732(Jumping over a debris)", "1B743(Dog on screen)", "1B873(Dog holding prey)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(Animals growling at each other)\", \"1B329(Dog barking at a warning)\", \"1B672(Dog catching a hare)\", \"1B673(Dog chasing prey)\", \"1B6L4(Full stop in text)\", \"1B732(Jumping over a debris)\", \"1B743(Dog on screen)\", \"1B873(Dog holding prey)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ANIMAL DRAWING)"], "valid_json": true, "hf1": 0.14250000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ANIMAL DRAWING)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.1784567901234568, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGG)", "37K232", "37K248"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGG)\", \"37K232\", \"37K248\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08279776199973958, "best_hf1": 0.1784567901234568, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A238", "11E12", "11E1515", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H118", "11H74", "11H80", "12C489", "12F52(DIGG)", "14G41", "15B20", "16G97", "1B104(Animals growling at each other)", "1B329(Dog barking at a warning)", "1B672(Dog catching a hare)", "1B673(Dog chasing prey)", "1B6L4(Full stop in text)", "1B732(Jumping over a debris)", "1B743(Dog on screen)", "1B873(Dog holding prey)", "20A9", "23A42410", "23A45", "23F93", "24A12A(LOCKS)", "24A16A(LOCKS)", "24A23A(LOCKS)", "24A30A(LOCKS)", "24J14", "25G98", "27A107", "31A1002", "31A12", "31A235", "31D11", "31D183", "31F12", "31H40411", "31J84011", "31J88911", "32A195", "33B15", "33C30", "35B2", "35C7", "36A16211", "37J", "37K232", "37K248", "37L", "37P33", "39B63(DOG)", "40L115", "418A", "41B3", "44E51", "47C1511", "47I34", "48A28", "48C40", "52A9", "59G1(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G3(GRUNGE FORM)", "92L42", "99K4(ANIMAL DRAWING)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 206, "gt_codes": ["31D12", "41D221(HAT)", "48B3:61B", "48C75", "61B(+52)", "61B:31D14"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59A14011", "59A14407", "59C21113", "68B51637", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.08171428571428573, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14407\", \"59C21113\", \"68B51637\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.05517241379310345, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M63"], "valid_json": true, "hf1": 0.1563829787234043, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "10A10", "24A26"], "valid_json": true, "hf1": 0.03636363636363636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"10A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.11187122736418512, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.11386861313868613, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DRESS)"], "valid_json": true, "hf1": 0.05689149560117302, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DRESS)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A433", "48A434", "16D01", "18A10"], "valid_json": true, "hf1": 0.23738927738927743, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A433\", \"48A434\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["10.6A193", "10.6C27", "11C041", "11F92", "11H26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10.6A193\", \"10.6C27\", \"11C041\", \"11F92\", \"11H26\"]}", "finish": "stop"}, {"codes": ["10720", "31D112", "35B5", "38C30", "411A8", "326D"], "valid_json": true, "hf1": 0.26990769230769224, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D112\", \"35B5\", \"38C30\", \"411A8\", \"326D\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, 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"```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["591L40", "01A214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"591L40\", \"01A214\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H882"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H882\"]}", "finish": "stop"}, {"codes": ["47C15"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C15\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J491"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J491\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"42\"}]\n```", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16.1A163", "16.1C164", "16.2E11", "19.E2(ORIGINAL CREATION OF A DOCUMENT)", "21A3", "84A1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1A163\", \"16.1C164\", \"16.2E11\", \"19.E2(ORIGINAL CREATION OF A DOCUMENT)\", \"21A3\", \"84A1\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"book\": [\"38L30\"]}{\n\t\t\t\t\"key\": \"38L\"\": \"print\"}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["33D2", "5E11"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"5E11\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.030875000000000003, "best_hf1": 0.15200000000000002, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["01A214", "11A1", "11A218", "11E12", "11E18", "11F16", "11F2", "11H118", "11H743", "11H882", "16.1A163", "16.1C164", "16.2E11", "19.E2(ORIGINAL CREATION OF A DOCUMENT)", "1B104", "1B113", "20C33", "21A3", "21D32", "21L103", "23F9", "24A12", "25G9818", "27A107", "31J03", "33A06211", "33A06212", "33A06213", "33A10", "33A12", "33D2", "35B2", "35C7", "418A", "41B3", "45E04", "47C15", "48A244", "49J491", "51C45", "51F13", "52A9", "591L40", "5E11", "84A1"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 210, "gt_codes": ["11H(HUGH)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(Germanic-Orthography)", "40F97", "59C21113", "59E5163", "33E4", "59C42", "12B24"], "valid_json": true, "hf1": 0.047499999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-Orthography)\", \"40F97\", \"59C21113\", \"59E5163\", \"33E4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03011(SANITA)(SAINTE)(VIRGIN)(MADONNA)", "63B2404", "31J16511(SAINTE)(VIRGIN)(MADONNA)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(SANITA)(SAINTE)(VIRGIN)(MADONNA)\", \"63B2404\", \"31J16511(SAINTE)(VIRGIN)(MADONNA)\"]}", "finish": "stop"}, {"codes": ["24A12A(CHRISTENSE)", "24A33A(CHRISTENSE)", "24B3B(CHRISTENSE)", "24B519(CHRISTENSE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTENSE)\", \"24A33A(CHRISTENSE)\", \"24B3B(CHRISTENSE)\", \"24B519(CHRISTENSE)\"]}", "finish": "stop"}, {"codes": ["21H118", "21H74", "21H80", "21H93", "25E23", "25E73"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21H118\", \"21H74\", \"21H80\", \"21H93\", \"25E23\", \"25E73\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.37999999999999995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.25333333333333335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613", "51617", "52A2901"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\", \"51617\", \"52A2901\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "27I34", "24E51", "29F4", "31H6"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"27I34\", \"24E51\", \"29F4\", \"31H6\"]}", "finish": "stop"}, {"codes": ["20C33", "31A103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A103\"], \"most_relevant_code\": \"31A103\"}\n```", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235", "906C"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\", \"906C\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(STORYBOARD OR ANIMATION)", "39A####(MIDI)", "41C149(LANGUAGE:GERMAN)", "41E102(SHIRT)", "55B25(DRESS)", "55CC47(HOOD)", "55DD14(VOLUNCLE)", "55DD17(STOPPED VESSELS)", "22C137(BOOK AND PAPER)"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(STORYBOARD OR ANIMATION)\", \"39A####(MIDI)\", \"41C149(LANGUAGE:GERMAN)\", \"41E102(SHIRT)\", \"55B25(DRESS)\", \"55CC47(HOOD)\", \"55DD14(VOLUNCLE)\", \"55DD17(STOPPED VESSELS)\", \"22C137(BOOK AND PAPER)\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07304153138528138, "best_hf1": 0.37999999999999995, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11A238", "11E1515", "11E162", "11E167", "11E18", "11H24", "11H28", "12B24", "12F52(DIGRESSIVE)", "16G97", "1B104", "1B113", "20C33", "21D32", "21H118", "21H74", "21H80", "21H93", "22A107", "22C137(BOOK AND PAPER)", "22C32(STORYBOARD OR ANIMATION)", "23E12", "23F9", "24A12A(CHRISTENSE)", "24A33A(CHRISTENSE)", "24B3B(CHRISTENSE)", "24B519(CHRISTENSE)", "24E51", "25E23", "25E73", "25G18", "25G93", "27I34", "29F4", "31A0231", "31A0272", "31A1002", "31A103", "31A12", "31A235", "31A25", "31A72", "31A77", "31A89", "31A96", "31H6", "31J03011(SANITA)(SAINTE)(VIRGIN)(MADONNA)", "31J16511(SAINTE)(VIRGIN)(MADONNA)", "32A195", "33A17", "33E4", "34A31", "35B2", "35C7", "39A####(MIDI)", "40F97", "41A128", "41C149(LANGUAGE:GERMAN)", "41E102(SHIRT)", "48A244", "48C1511", "51613", "51617", "51C45", "52A2901", "52A9", "55B25(DRESS)", "55CC47(HOOD)", "55DD14(VOLUNCLE)", "55DD17(STOPPED VESSELS)", "59C21113", "59C42", "59E5163", "59G14(Germanic-Orthography)", "630E", "631A", "63B2404", "906C"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 211, "gt_codes": ["25F711", "25F711(+4813)", "25F711(BUTTERFLY)", "25F711(CATERPILLAR)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"31A235\",\n\t\"31A236\",\n\t\"31A237\",\n\t\"31A238\",\n\t\"31A239\",\n\t\"31A240\",\n\t\"31A241\",\n\t\"31A242\",\n\t\"31A243\",\n\t\"31A244\",\n\t\"31A245\",\n\t\"31A246\",\n\t\"31A247\",\n\t\"31A248\",\n\t\"31A249\",\n\t\"31A250\",\n\t\"31A251\",\n\t\"31A252\",\n\t\"31A253\",\n\t\"31A254\",\n\t\"31A255\",\n\t\"31A256\",\n\t\"31A257\",\n\t\"31A258\",\n\t\"31A259\",\n\t\"31A260\",\n\t\"31A261\",\n\t\"31A262\",\n\t\"31A263\",\n\t\"31A264\",\n\t\"31A265\",\n\t\"31A266\",\n\t\"31A267\",\n\t\"31A268\",\n\t\"31A269\",\n\t\"31A270\",\n\t\"31A271\",\n\t\"31A272\",\n\t\"31A273\",\n\t\"31A274\",\n\t\"31A275\",\n\t\"31A276\",\n\t\"31A277\",\n\t\"31A278\",\n\t\"31A279\",\n\t\"31A280\",\n\t\"31A281\",\n\t\"31A282\",\n\t\"31A283\",\n\t\"31A284\",\n\t\"31A285\",\n\t\"31A286\",\n\t\"31A287\",\n\t\"31A288\",\n\t\"31A289\",\n\t\"31A290\",\n\t\"31A291\",\n\t\"31A292\",\n\t\"31A293\",\n\t\"31A294\",\n\t\"31A295\",\n\t\"31A296\",\n\t\"31A297\",\n\t\"31A298\",\n\t\"31A299\",\n\t\"31A300\",\n\t\"31A301\",\n\t\"31A302\",\n\t\"31A303\",\n\t\"31A304\",\n\t\"31A305\",\n\t\"31A306\",\n\t\"31A307\",\n\t\"31A308\",\n\t\"31A309\",\n\t\"31A310\",\n\t\"3"}, "samples": [{"codes": ["31A240", "31A244", "31A249", "11A305", "11A330", "31A015"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A240\", \"31A244\", \"31A249\", \"11A305\", \"11A330\", \"31A015\"]}", "finish": "stop"}, {"codes": ["25G4(CAULIFLOWER)", "25G4(CABBAGE)", "25G4(BROCCOLI)", "Q2050", "53A02(FLOWERS)", "53A031(COROLLAS)", "83D11"], "valid_json": true, "hf1": 0.22799999999999998, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CAULIFLOWER)\", \"25G4(CABBAGE)\", \"25G4(BROCCOLI)\", \"Q2050\", \"53A02(FLOWERS)\", \"53A031(COROLLAS)\", \"83D11\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E82", "45E2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E82\", \"45E2\"]}", "finish": "stop"}, {"codes": ["25G129(APRATION DUCT)", "25G333(PLANT WITH SEED POD OR CHAFED SEED)", "30A495(TRIBOLOGY)", "31D75(GROWS IN)", "25G994(EMBRYO)", "25G111(LEAF)", "25G702(RESULTS FROM POLLEN)", "25G989(ONE ITEM)", "1A1911(ZINC SUBSTANCE)", "1A1924(WATER SUBSTANCE)"], "valid_json": true, "hf1": 0.30000000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G129(APRATION DUCT)\", \"25G333(PLANT WITH SEED POD OR CHAFED SEED)\", \"30A495(TRIBOLOGY)\", \"31D75(GROWS IN)\", \"25G994(EMBRYO)\", \"25G111(LEAF)\", \"25G702(RESULTS FROM POLLEN)\", \"25G989(ONE ITEM)\", \"1A1911(ZINC SUBSTANCE)\", \"1A1924(WATER SUBSTANCE)\"]}", "finish": "stop"}, {"codes": ["25G118", "25G743", "25G582", "25G168", "25H36", "25H413"], "valid_json": true, "hf1": 0.39832635983263603, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G743\", \"25G582\", \"25G168\", \"25H36\", \"25H413\"]}", "finish": "stop"}, {"codes": ["31C151", "31A42", "31A328", "31A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31C151\", \"31A42\", \"31A328\", \"31A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "639E", "63A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"639E\", \"63A10\"]}", "finish": "stop"}, {"codes": ["3B104(LEPIDOPTERA)", "3B211(CATERPILLAR)", "13A168(EARTAG)", "13A190(RISEL)", "13A191(STREAK)", "13A241(PREY\u6a44\u6984)", "25G410(BERTHOLDIA)", "25C21(S\u4e00\u4e2a\u6708\u5185)", "73D25(VULPINUS)", "73H230(LILAEUM)", "91B141(swallow)"], "valid_json": true, "hf1": 0.12046332046332046, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104(LEPIDOPTERA)\", \"3B211(CATERPILLAR)\", \"13A168(EARTAG)\", \"13A190(RISEL)\", \"13A191(STREAK)\", \"13A241(PREY\u6a44\u6984)\", \"25G410(BERTHOLDIA)\", \"25C21(S\u4e00\u4e2a\u6708\u5185)\", \"73D25(VULPINUS)\", \"73H230(LILAEUM)\", \"91B141(swallow)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "25I34", "25I51", "25I78"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"25I34\", \"25I51\", \"25I78\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "15A13"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A235A\"])", "finish": "stop"}, {"codes": ["12F52", "13T37", "32B5", "32B8"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"13T37\", \"32B5\", \"32B8\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11275471216135442, "best_hf1": 0.39832635983263603, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11A305", "11A330", "11E1515", "11E162", "11E167", "12F52", "13A168(EARTAG)", "13A190(RISEL)", "13A191(STREAK)", "13A241(PREY\u6a44\u6984)", "13T37", "15A13", "16G97", "1A1911(ZINC SUBSTANCE)", "1A1924(WATER SUBSTANCE)", "20C33", "21L10", "23F9", "25C21(S\u4e00\u4e2a\u6708\u5185)", "25G111(LEAF)", "25G118", "25G129(APRATION DUCT)", "25G168", "25G333(PLANT WITH SEED POD OR CHAFED SEED)", "25G4(BROCCOLI)", "25G4(CABBAGE)", "25G4(CAULIFLOWER)", "25G410(BERTHOLDIA)", "25G582", "25G702(RESULTS FROM POLLEN)", "25G743", "25G98", "25G989(ONE ITEM)", "25G99", "25G994(EMBRYO)", "25H36", "25H413", "25I34", "25I51", "25I78", "26C7", "30A495(TRIBOLOGY)", "31A015", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A12", "31A17", "31A235", "31A240", "31A244", "31A249", "31A25", "31A26", "31A328", "31A42", "31A72", "31A77", "31A89", "31A96", "31C151", "31D75(GROWS IN)", "31J84", "32A195", "32B5", "32B8", "34B31", "3B104(LEPIDOPTERA)", "3B211(CATERPILLAR)", "41A128", "45E2", "45E82", "45E84", "48A244", "51C45", "53A02(FLOWERS)", "53A031(COROLLAS)", "639E", "63A10", "73D25(VULPINUS)", "73H230(LILAEUM)", "83D11", "91B141(swallow)", "Q2050"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 212, "gt_codes": ["31A2421", "31D15:61BB", "46A122", "49M32", "61B(+53)", "61B:31A2212(+1)"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.09047619047619047, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["30J03011(SINGLE FIGURE)", "30J03012(FORTUNE TELLER)", "30K06301(FEMALE)", "31D16(PRINCE/PRIEST WINDOW)", "104D43"], "valid_json": true, "hf1": 0.22166666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J03011(SINGLE FIGURE)\", \"30J03012(FORTUNE TELLER)\", \"30K06301(FEMALE)\", \"31D16(PRINCE/PRIEST WINDOW)\", \"104D43\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.18382671480144405, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0975, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.09811320754716982, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["30A181", "30E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.29414542020774315, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.09047619047619047, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L301", "38A8", "38A9"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L301\", \"38A8\", \"38A9\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.04406779661016949, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12F52(BACKDROP OR LIGHT PANEL)", "19A####(PORTRAIT IN STRETCHED CLOTHLESS ON CLOTH)", "11E####(PORTRAIT WITH FRAME)", "52D53"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12F52(BACKDROP OR LIGHT PANEL)\", \"19A####(PORTRAIT IN STRETCHED CLOTHLESS ON CLOTH)\", \"11E####(PORTRAIT WITH FRAME)\", \"52D53\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.24727272727272726, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11113982635941307, "best_hf1": 0.29414542020774315, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["104D43", "11A1", "11A16", "11E####(PORTRAIT WITH FRAME)", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12F52(BACKDROP OR LIGHT PANEL)", "12F52(DIGRESSIVE)", "15B20", "16G97", "19A####(PORTRAIT IN STRETCHED CLOTHLESS ON CLOTH)", "1B104", "1B113", "20F9", "21D25", "21D32", "305B", "30A12A", "30A12B", "30A12C", "30A181", "30B3", "30B4", "30B5", "30C1511", "30E34", "30J03011(SINGLE FIGURE)", "30J03012(FORTUNE TELLER)", "30K06301(FEMALE)", "31A0231", "31A0272", "31A235", "31B112", "31D16(PRINCE/PRIEST WINDOW)", "31H24", "31H28", "31L17", "32A1002", "32A107", "32A12", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "32I515", "33A4", "34A31", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "38A8", "38A9", "38L301", "41A128", "48A125", "48A244", "5161", "5162", "51C45", "52D53", "53A", "59A14011", "59A14411", "59C21111", "59C42", "63A05", "6K15163", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 213, "gt_codes": ["42A1931"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59114011", "59114497", "59221113", "681C1637", "681D1616"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114011\", \"59114497\", \"59221113\", \"681C1637\", \"681D1616\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "453H4", "89V220", "212M630", "240O30"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"453H4\", \"89V220\", \"212M630\", \"240O30\"]}", "finish": "stop"}, {"codes": ["24A12A(ADULT TEXT)", "24A33A misogyny", "24A34", "24A36", "24A39", "24A41", "24E342"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ADULT TEXT)\", \"24A33A misogyny\", \"24A34\", \"24A36\", \"24A39\", \"24A41\", \"24E342\"], \"description\": \"Right:\", \"image_url\": \"https://upload.wikimedia.org/wikipedia/commons/6/67/N%C3%A9cy_%26_Manteau_Tentacle_1.jpg\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10", "33A26", "33A28", "33A29"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\", \"33A26\", \"33A28\", \"33A29\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u548c\u7f8e\u5bb9\u4ea7\u54c1\u5e7f\u544a\uff0c\u76ee\u6807\u53d7\u4f17\u662f\u5973\u6027\u3002\u5e7f\u544a\u5185\u5bb9\u4ee5\u6cd5\u8bed\u5448\u73b0\uff0c\u51fa\u73b0\u4e86\u8054\u7cfb\u7535\u8bdd\u548c\u8eab\u4f53\u90e8\u4f4d\u7684\u63cf\u8ff0\uff0c\u65c1\u8fb9\u7684\u8eab\u4f53\u5f62\u8c61\u662f\u4e00\u4e2a\u5973\u4eba\u3002\u5e7f\u544a\u65e8\u5728\u63a8\u5e7f\u4ea7\u54c1\u7684\u6548\u679c\uff0c\u5e76\u901a\u8fc7\u89c6\u89c9\u6548\u679c\u5438\u5f15\u76ee\u6807\u6d88\u8d39\u8005\u7684\u6ce8\u610f\u3002\u6587\u5b57\u9009\u62e9\u4e86\u6cd5\u8bed\uff0c\u56e0\u4e3a\u6ca1\u6709\u5176\u4ed6\u4fe1\u606f\u652f\u6301\u3002\", \"image_id\": \" Picture 3 }\"", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L115", "24J24", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L115\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104(ADVERTISING)", "9B128(POLITICAL ADVERTISEMENT)", "13A16(WOMAN)", "13M22(PREGNANT WOMAN)", "13M2(IMAGE OF)", "13M24(NUDITY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(ADVERTISING)\", \"9B128(POLITICAL ADVERTISEMENT)\", \"13A16(WOMAN)\", \"13M22(PREGNANT WOMAN)\", \"13M2(IMAGE OF)\", \"13M24(NUDITY)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4(AD CREATION)"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4(AD CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITAL)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03102777777777778, "best_hf1": 0.15200000000000002, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D489", "12F52(DIGITAL)", "13A16(WOMAN)", "13M2(IMAGE OF)", "13M22(PREGNANT WOMAN)", "13M24(NUDITY)", "14G41", "15B20", "16G97", "212M630", "23A45", "23F93", "240O30", "24A12A(ADULT TEXT)", "24A33A misogyny", "24A34", "24A36", "24A39", "24A41", "24E342", "24J24", "2E198", "2E199", "30L115", "31D11", "31J03", "32A10", "32A107", "32A12", "32A195", "32B107", "32B114", "32B128", "32B15", "33A26", "33A28", "33A29", "33B15", "33C30", "37B232", "37B248", "418A", "41B3", "41K28", "42C40", "453H4", "47C1511", "47I34", "59114011", "59114497", "59221113", "681C1637", "681D1616", "89V220", "92E51", "92F4(AD CREATION)", "92L42", "9B104(ADVERTISING)", "9B128(POLITICAL ADVERTISEMENT)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 214, "gt_codes": ["45A232", "51H42", "92B11221", "92D1916"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\",\n \"30B15\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUPED FIGURES)", "59G49(CHILDREN)", "59G113(MERRILY PLAYING INDOORS)", "33E4", "59C42", "12B24"], "valid_json": true, "hf1": 0.07247706422018349, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES)\", \"59G49(CHILDREN)\", \"59G113(MERRILY PLAYING INDOORS)\", \"33E4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30B2212"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30B2212\"]}", "finish": "stop"}, {"codes": ["24A12A(APPLE)", "24A26A(ALMOND)", "24C1A(OLIVE)", "24C3A(PWNT CHERRY)", "24C31(PWNT NUT)", "24C39(ACORN)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APPLE)\", \"24A26A(ALMOND)\", \"24C1A(OLIVE)\", \"24C3A(PWNT CHERRY)\", \"24C31(PWNT NUT)\", \"24C39(ACORN)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "30K(Drawing)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"30K(Drawing)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.04, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "3B114(CHRIST THE FLORETT BOTTLE)", "3B115(CHRIST BEHEADING IMAGE CASE)", "3L16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"3B114(CHRIST THE FLORETT BOTTLE)\", \"3B115(CHRIST BEHEADING IMAGE CASE)\", \"3L16\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["20C33", "31A103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A103\"], \"book\": true}\n```", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "31F56", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"31F56\", \"31A181\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "11B02", "32D2", "27F1", "81C4"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"11B02\",\n \"32D2\",\n \"27F1\",\n \"81C4\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.15000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03322773318042814, "best_hf1": 0.15000000000000002, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11B02", "11E1515", "11E16", "11E162", "11E167", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12B24", "16G97", "20C33", "23F9", "24A12A(APPLE)", "24A26A(ALMOND)", "24C1A(OLIVE)", "24C31(PWNT NUT)", "24C39(ACORN)", "24C3A(PWNT CHERRY)", "25G98", "25G99", "27F1", "30B2212", "30K(Drawing)", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A1024", "31A103", "31A12", "31A181", "31A235", "31A26", "31A28", "31A77", "31A89", "31A96", "31D16", "31E12", "31F2", "31F56", "31J8401", "31J8402", "32A107", "32A195", "32B107", "32B114", "32B15", "32D2", "33A17", "33D2", "33E4", "34A31", "3B104", "3B113", "3B114(CHRIST THE FLORETT BOTTLE)", "3B115(CHRIST BEHEADING IMAGE CASE)", "3B132", "3L16", "41A128", "44E51", "47C1511", "47I34", "48A244", "51B101", "51C45", "54A110", "59B105", "59C42", "59G113(MERRILY PLAYING INDOORS)", "59G14(GROUPED FIGURES)", "59G49(CHILDREN)", "630E", "631A", "81C4", "99K4(ORIGINAL CREATION)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 215, "gt_codes": ["31D15:61BB", "61B(+53)"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21651"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21651\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.11875000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30C00", "30C03", "30C06", "30C07"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30C00\", \"30C03\", \"30C06\", \"30C07\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.24181818181818188, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u5973\u6027\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u7a7f\u7740\u5e26\u6709 fichu\uff08\u56f4\u5dfe\uff09\u548c bonnet\uff08\u5934\u9970\uff09\u7684\u8863\u670d\uff0c\u753b\u7a3f\u4e0a\u6709\u4e00\u4e9b\u4fee\u6539\u75d5\u8ff9\u3002\u56e0\u6b64\uff0c\u4e0e\u8fd9\u4e9b\u7ec6\u8282\u6700\u76f8\u5173\u7684\u56fe\u6807\u7c7b\u4ee3\u7801\u662f\uff1a37L\uff0c37P\uff0c37J\uff0c\u548c 36A06211\u3002\", \"image\": \"image 3\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.249375, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["14B97", "14B99"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"14B97\", \"14B99\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.2923076923076923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09088472725191477, "best_hf1": 0.2923076923076923, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F52(DRAWING)", "13A3", "14B97", "14B99", "15B20", "1B104", "1B113", "20F93", "21D32", "2E198", "2E199", "305B", "30A12A", "30A12B", "30C00", "30C03", "30C06", "30C07", "30C1511", "31A0231", "31A0272", "31D11", "31H24", "31H28", "31J03", "31L17", "32A10", "32A107", "32A12", "32B107", "32B114", "32B15", "33B1", "34A31", "37B232", "37B248", "41A128", "45E04", "48A125", "51F13", "53A", "59A14011", "59A14411", "59C21111", "59D21631", "59D21651", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 216, "gt_codes": ["31AA2354(+4)", "31D11221", "33C23", "41A773", "41C122", "43B3", "43C522", "86(LE TRICTRAC)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(Germanic-\u00adEuropean)", "40F97", "59C21113", "68B5163", "33C4", "59C42", "12B24"], "valid_json": true, "hf1": 0.14400000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adEuropean)\", \"40F97\", \"59C21113\", \"68B5163\", \"33C4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.21649419218585006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B220", "212M63"], "valid_json": true, "hf1": 0.17139860139860139, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FEMALE ALOPECIA)", "24B32(LOCK)", "24B4W(FEMALE SHAWL)", "43D75(GROWS)", "49M909"], "valid_json": true, "hf1": 0.11600000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FEMALE ALOPECIA)\", \"24B32(LOCK)\", \"24B4W(FEMALE SHAWL)\", \"43D75(GROWS)\", \"49M909\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.19034901365705614, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine_DE_Sainte_Catherine)", "36A163(EuroTLB_13)", "36A164(L_&_L)"], "valid_json": true, "hf1": 0.10363636363636365, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine_DE_Sainte_Catherine)\", \"36A163(EuroTLB_13)\", \"36A164(L_&_L)\"], \"explanation\": \"The code reflects the specific, unique condition or state of the artwork.\\n\\n1. **36A162 (Antoine De Sainte Catherine):** The etching unmistakably depicts the religious figure of Saint Antony of Padua. He is shown in profile on the left, reading a holy book and wearing his characteristic red robes. This specific iconography makes '36A162' the most relevant code.\\n2. **36A163 (EuroTLB_13):** This code identifies Saint Antony of Padua as the subject matter of the illustration. It confirms the cultural and religious context of the artwork.\\n3. **36A164 (L_&_L):** The scene is set in a 'L&L' (Lectura et Labora), a common motif in religious prints where Saint Antony teaches and performs Christian activities. The central part of the image clearly shows a boy learning to read from a book, which directly aligns with the depiction in this code.\", \"images\": [{\"title\": \"Saint Antoine de Padoue, L_&_L E 05\", \"source\": \"eurotlb.eu\"}]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(PLAY-WITH-CHILDREN)", "21D32(sitting)", "21D41(leather)", "72C12(performance)", "11B105(SHELF)", "11B11(pool)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(PLAY-WITH-CHILDREN)\", \"21D32(sitting)\", \"21D41(leather)\", \"72C12(performance)\", \"11B105(SHELF)\", \"11B11(pool)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.10073684210526317, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.34677578475336324, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 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"code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A023\", \"21A051\", \"21A433\", \"21A438\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "25H329", "25H331", "25H217"], "valid_json": true, "hf1": 0.04936708860759494, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"25H329\", \"25H331\", \"25H217\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19", "31A235", "34E51", "39F23"], "valid_json": true, "hf1": 0.16615384615384615, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\", \"31A235\", \"34E51\", \"39F23\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3", "10F11A"], "valid_json": true, "hf1": 0.13570881226053638, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\", \"10F11A\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "25F23"], "valid_json": true, "hf1": 0.11263537906137183, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"25F23\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BIBLE, NO. OF GREEK LITERATURES)", "25H101(ANTVERPR)", "25H111(PARAMOUR)", "25H125(PAMPHLET)", "25H147(EASTER)", "48C515"], "valid_json": true, "hf1": 0.036027713625866056, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BIBLE, NO. OF GREEK LITERATURES)\", \"25H101(ANTVERPR)\", \"25H111(PARAMOUR)\", \"25H125(PAMPHLET)\", \"25H147(EASTER)\", \"48C515\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489", "23A45"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06989170198028105, "best_hf1": 0.16615384615384615, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10F11A", "11A238", "11E18", "11H(FRANCIS)", "11J0101", "121D2(DIGRESSIVE)", "12C489", "13A3", "15B20", "16D01", "16G17", "16G19", "18A10", "1B104(19THCENTILITY)", "21A023", "21A051", "21A433", "21A438", "22C32(BIBLE, NO. OF GREEK LITERATURES)", "23A45", "23E12", "23F93", "25A38(Antwerp)", "25A68(Antwerp)", "25C010(aV(TYPE) closes)", "25C0601(aV(TYPE) does not close)", "25C1511", "25F23", "25G181(CIT)", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4005", "25G406", "25G54211", "25H002(Antwerp)", "25H101(ANTVERPR)", "25H111(PARAMOUR)", "25H118", "25H125(PAMPHLET)", "25H147(EASTER)", "25H217", "25H329", "25H331", "25H74", "25H80", "25H93", "25H94", "25H95", "26C172", "29C21113", "29E51637", "29G14011", "29P40407", "31A", "31A235", "31C42", "31D11", "32B24", "33A014(Late Antique/Early Modern)", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "34E51", "39F23", "48B1213", "48B3150", "48C515", "48L61", "92L41"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 224, "gt_codes": ["47G6(PLUMB-LINE)", "54A431(+4)", "54F12(+4)", "56F2(+4)", "86(AD AMUSSIM)", "92D156"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GROUPED FIGURES)", "59G49(CHILDREN)", "59G113(STANDING/SEATING)", "63B13(ARCHA", "63B42", "63B74"], "valid_json": true, "hf1": 0.09915966386554624, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES)\", \"59G49(CHILDREN)\", \"59G113(STANDING/SEATING)\", \"63B13(ARCHA\", \"63B42\", \"63B74\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": ["74A12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["36A162(Angel)", "77A68(Angel)", "77A38(Angel)", "36A134(Cute Small/Young Child)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Angel)\", \"77A68(Angel)\", \"77A38(Angel)\", \"36A134(Cute Small/Young Child)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "901A118", "630E5", "81A08"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"901A118\", \"630E5\", \"81A08\"]}", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(21stC)(TIMESTAMP)", "9B836(21stC)(OLD)", "9B840(SILVERMED),(TIMESTAMP)", "9B844(OLD),(TIMESTAMP)"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(21stC)(TIMESTAMP)\", \"9B836(21stC)(OLD)\", \"9B840(SILVERMED),(TIMESTAMP)\", \"9B844(OLD),(TIMESTAMP)\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A43", "31B15"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A43\", \"31B15\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720(ARCHITECTURE)\", \"10720(MASONRY, CARVING, SCULPTURE)\", \"10720(STONE)\", \"10720(BRICK)\", \"10720(MASONRY)\", \"10720(STONE CARVING)\", \"10720(STATUE)\", \"10720(FIGURE)\", \"10720(STATUE)\", \"10720(FIGURE), 10720(STATUE)\", \"10720(STEMAE\")]},", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.03166666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["124D26(CARPENTIERA)", "124D57(GARDEN GUITTER)", "241D10(GUERRIERA SYRIACA)", "241D11(PARAMIRIONDI)", "241D12(PEGOSYLE)", "241D81(CENTER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D26(CARPENTIERA)\", \"124D57(GARDEN GUITTER)\", \"241D10(GUERRIERA SYRIACA)\", \"241D11(PARAMIRIONDI)\", \"241D12(PEGOSYLE)\", \"241D81(CENTER)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "14C48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"14C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.017902836134453783, "best_hf1": 0.09915966386554624, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E152", "11E157", "11E16", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "124D26(CARPENTIERA)", "124D57(GARDEN GUITTER)", "14C48", "16G97", "16G99", "20F93", "241D10(GUERRIERA SYRIACA)", "241D11(PARAMIRIONDI)", "241D12(PEGOSYLE)", "241D81(CENTER)", "25G98", "31A10", "31A12", "31A43", "31B15", "31J8401", "31J8402", "31J8412", "32A107", "32B107", "32B114", "32B128", "32B15", "33A17", "36A134(Cute Small/Young Child)", "36A162(Angel)", "48A125", "48C1511", "59G113(STANDING/SEATING)", "59G14(GROUPED FIGURES)", "59G49(CHILDREN)", "630E5", "63B13(ARCHA", "63B42", "63B74", "72A023", "72A051", "72A433", "74A12", "77A38(Angel)", "77A68(Angel)", "81A08", "901A118", "9B104(19THC)", "9B284(21stC)(TIMESTAMP)", "9B836(21stC)(OLD)", "9B840(SILVERMED),(TIMESTAMP)", "9B844(OLD),(TIMESTAMP)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 225, "gt_codes": ["49C122"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(Greek_and_Roman_Mythology)", "49I22(Muse)", "41A38(Sophia_Wisdom)", "48C34"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Greek_and_Roman_Mythology)\", \"49I22(Muse)\", \"41A38(Sophia_Wisdom)\", \"48C34\"], \"note\": \"This engraving depicts the Greek goddess Virtuosa or\u624b\u672f\u540e\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FEMALE ALOPECIA)", "24B3B(LOCK)", "24B4W(FEMALE SHAWL)", "43D7(AMAZON)", "43D99(OTHER AMERICAN ART)", "44C111", "48A61"], "valid_json": true, "hf1": 0.129957805907173, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FEMALE ALOPECIA)\", \"24B3B(LOCK)\", \"24B4W(FEMALE SHAWL)\", \"43D7(AMAZON)\", \"43D99(OTHER AMERICAN ART)\", \"44C111\", \"48A61\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B32"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B32\"]}", "finish": "stop"}, {"codes": ["33D2", "5E11", "9A241", "101C93", "33D1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"5E11\",\n \"9A241\",\n \"101C93\",\n \"33D1\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03715014064697609, "best_hf1": 0.2533333333333333, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["101C93", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H166", "11H168", "11H18", "11H743", "15A13", "16D04", "16G97", "18A10", "1B104", "1B113", "20C33", "21L10", "23F9", "24A12A(LOCKS)", "24A20A(FEMALE ALOPECIA)", "24B3B(LOCK)", "24B4W(FEMALE SHAWL)", "28D32", "2E198", "2E199", "31A1002", "31A12", "31A132", "31A781", "31J84011", "31J88911", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33D1", "33D2", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A38(Sophia_Wisdom)", "43D7(AMAZON)", "43D99(OTHER AMERICAN ART)", "44C111", "48A1", "48A61", "48B32", "48C1511", "48C34", "49I22(Muse)", "51C45", "51F13", "51G6", "51M5", "59G14(Greek_and_Roman_Mythology)", "5E11", "72A023", "72A051", "72A433", "72A438", "73A244", "73F12", "9A241"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 226, "gt_codes": ["11H(JAMES THE GREAT)"], "greedy": {"codes": ["20B11", "20B11", "20B11", "20B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B11\", \"20B11\", \"20B11\"]}"}, "samples": [{"codes": ["59114(GRUNGE FORM)", "59124(FULL PAGES)", "22E113(MEDIEVAL ILLUMINATION)", "23344", "23342", "23341"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE FORM)\", \"59124(FULL PAGES)\", \"22E113(MEDIEVAL ILLUMINATION)\", \"23344\", \"23342\", \"23341\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"215B28(DONORS)\", \"170D4(APOSTLES)\", \"170C4(BAPTIST)\", \"170C1(STIRE\")] }", "finish": "stop"}, {"codes": ["11J03011(Script)", "11K97(TYPEWRITTEN TEXT)", "21A01(ACTIONS OF SCRIPTURE)", "21A05(BIBLICAL EVENTS)"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03011(Script)\", \"11K97(TYPEWRITTEN TEXT)\", \"21A01(ACTIONS OF SCRIPTURE)\", \"21A05(BIBLICAL EVENTS)\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ILLUMINATED MANUSCRIPT)\", \"24A19(DIARPAGMA)\", \"24A23(AUXILIARY TEXT)\", \"24A24(L)],(KEY)\", \"24B23(REMEDY NOTE)\", \"512K149(CAT.]\",(ANDREW)]", "finish": "stop"}, {"codes": ["21E118", "21H74", "21J8", "21L19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21E118\", \"21H74\", \"21J8\", \"21L19\"]}", "finish": "stop"}, {"codes": ["17B4", "16A185", "42D25", "42E1", "42E2", "41A25", "41A62", "22B15", "22D211"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual evidence of the artwork, here are the most relevant Iconclass codes, prioritized by confidence and relevance to the specific subject depicted (Saint Luke painting the Virgin Mary).\n\n```json\n{\n \"iconclass-codes\": [\n \"17B4\",\n \"16A185\",\n \"42D25\",\n \"42E1\",\n \"42E2\",\n \"41A25\",\n \"41A62\",\n \"22B15\",\n \"22D211\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(Antoine VERALLIER)\", \"25H063\", \"25A064(Antoine VERALLIER)\"}", "finish": "stop"}, {"codes": ["21A18", "21B9", "21D21", "54A11", "54L61", "74A230"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"21D21\", \"54A11\", \"54L61\", \"74A230\"]}", "finish": "stop"}, {"codes": ["21A023", "21A051", "21A433", "21A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A023\", \"21A051\", \"21A433\", \"21A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19", "31A43", "31B15", "31B2", "31B26"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\", \"31A43\", \"31B15\", \"31B2\", \"31B26\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "13A3301", "11A8", "32C40"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"13A3301\", \"11A8\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A1", "48B32"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A1\", \"48B32\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULETS OR PINES)", "39A####(MAGICAL HORN)", "14F31(DIPLOMETIC EMPLOYEE)", "22C262"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULETS OR PINES)\", \"39A####(MAGICAL HORN)\", \"14F31(DIPLOMETIC EMPLOYEE)\", \"22C262\"]}", "finish": "stop"}, {"codes": ["19A218", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"19A218\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07720806277056276, "best_hf1": 0.2533333333333333, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["11A8", "11E12", "11E18", "11F2", "11J03011(Script)", "11K97(TYPEWRITTEN TEXT)", "12F52(DIGRESSIVE)", "13A3301", "14F31(DIPLOMETIC EMPLOYEE)", "16A185", "16D04", "16G17", "16G19", "17B4", "18A10", "18B16", "18B20", "19A218", "1B104", "1B113", "20F9", "21A01(ACTIONS OF SCRIPTURE)", "21A023", "21A05(BIBLICAL EVENTS)", "21A051", "21A18", "21A433", "21A438", "21B9", "21D21", "21D25", "21D32", "21E118", "21H74", "21J8", "21L19", "22B15", "22C262", "22C32(BULETS OR PINES)", "22D211", "22E113(MEDIEVAL ILLUMINATION)", "23341", "23342", "23344", "25A1", "26C7", "31A10", "31A100", "31A102", "31A12", "31A26", "31A43", "31B15", "31B2", "31B26", "31D11", "32C40", "33B1", "39A####(MAGICAL HORN)", "41A25", "41A62", "42D25", "42E1", "42E2", "48A1", "48A244", "48B32", "5161", "5162", "51C45", "54A11", "54L61", "59114(GRUNGE FORM)", "59124(FULL PAGES)", "74A230"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 227, "gt_codes": ["33C3211", "42D3421"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": ["59G14(Germanic-\u00adEuropean)", "40F97", "59C21113", "68B5163", "33E4", "59C42", "12B24"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adEuropean)\", \"40F97\", \"59C21113\", \"68B5163\", \"33E4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "48A31501"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"48A31501\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "28A230", "25H45"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"28A230\", \"25H45\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.19333333333333336, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.13142857142857142, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31B17", "05A31"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31B17\", \"05A31\"]}", "finish": "stop"}, {"codes": ["92L42", "40L165", "24J24", "14601"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L165\", \"24J24\", \"14601\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(CHRIST THE FLORETT BOTTLE)", "9B113(CHRIST BEHELD)", "9B113(USER'S NETS)", "9B113(CHRIST RHINO BHATCHES)", "9B113(CHRIST THE FLORETT BOTTLE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(CHRIST THE FLORETT BOTTLE)\", \"9B113(CHRIST BEHELD)\", \"9B113(USER'S NETS)\", \"9B113(CHRIST RHINO BHATCHES)\", \"9B113(CHRIST THE FLORETT BOTTLE)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ANIMAL COMMUNICATING WITH HUMAN)", "37A"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ANIMAL COMMUNICATING WITH HUMAN)\", \"37A\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGING)", "12F52(BUCKETS OR SPADDOCKS)", "24A150", "25C93", "52C3011", "52H12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGING)\", \"12F52(BUCKETS OR SPADDOCKS)\", \"24A150\", \"25C93\", \"52C3011\", \"52H12\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10333035714285715, "best_hf1": 0.19333333333333336, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "10D14", "11A1", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12B24", "12F52(BUCKETS OR SPADDOCKS)", "12F52(DIGGING)", "14601", "15B20", "16G97", "24A12A", "24A150", "24J24", "25C93", "25G98", "25G99", "25H45", "28A230", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A235", "31A25", "31A26", "31A51213", "31A72", "31A77", "31A89", "31A96", "31B17", "31D11", "31D16", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "33A10", "33A17", "33B1", "33E4", "37A", "40F97", "40L165", "44E51", "47I34", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A31501", "48C1511", "52C3011", "52H12", "59C21113", "59C42", "59G14(Germanic-\u00adEuropean)", "68B5163", "73A", "92L42", "99K4(ANIMAL COMMUNICATING WITH HUMAN)", "9B104", "9B113", "9B113(CHRIST BEHELD)", "9B113(CHRIST RHINO BHATCHES)", "9B113(CHRIST THE FLORETT BOTTLE)", "9B113(USER'S NETS)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 228, "gt_codes": ["25G3(OAK)", "25G4(IVY)(+39)", "51H11", "56F23", "86(HIER IMMER ZU VERBLEIBEN)"], "greedy": {"codes": ["25G4(TREE)", "25G4(BITTERNUT TREE)", "25G4(GOURD TREE)", "25G4(SQUASH TREE)", "25G4(MELON TREE)", "25G4(WATERMELON TREE)"], "valid_json": true, "hf1": 0.48484848484848486, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(TREE)\", \"25G4(BITTERNUT TREE)\", \"25G4(GOURD TREE)\", \"25G4(SQUASH TREE)\", \"25G4(MELON TREE)\", \"25G4(WATERMELON TREE)\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(TREE)", "59G241(EARLY ME/ECO/EMERGENT TRIODP)", "59G241(FIVE)", "212B24(FORST MIT GROSSEM BAUM)", "31M8"], "valid_json": true, "hf1": 0.15878279118572927, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(TREE)\", \"59G241(EARLY ME/ECO/EMERGENT TRIODP)\", \"59G241(FIVE)\", \"212B24(FORST MIT GROSSEM BAUM)\", \"31M8\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "90C16"], "valid_json": true, "hf1": 0.29739130434782607, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"90C16\"]}", "finish": "stop"}, {"codes": ["25G118", "25G743", "25G117"], "valid_json": true, "hf1": 0.3257142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G743\", \"25G117\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "05A31"], "valid_json": true, "hf1": 0.20727272727272728, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104(19101)", "1B113(191161)", "1B126(191261)", "1B120(191201)", "1B105(191051)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19101)\", \"1B113(191161)\", \"1B126(191261)\", \"1B120(191201)\", \"1B105(191051)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31A212", "31A217", "31A224"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31A212\", \"31A217\", \"31A224\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22C859"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22C859\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D48"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08586321613568237, "best_hf1": 0.3257142857142857, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A238", "11E1515", "11E152", "11E157", "11E18", "11H24", "11H28", "12D48", "12F52(DIGRESSIVE)", "15B20", "16G97", "1B104(19101)", "1B105(191051)", "1B113(191161)", "1B120(191201)", "1B126(191261)", "212B24(FORST MIT GROSSEM BAUM)", "22C3250", "22C859", "23E12", "23F93", "25G117", "25G118", "25G12", "25G51", "25G53", "25G743", "25G98", "27A107", "31A0231", "31A0272", "31A1002", "31A12", "31A212", "31A217", "31A224", "31A235", "31A77", "31A89", "31A96", "31J03", "31M8", "32A19", "33A17", "34A31", "35B2", "35C7", "41A128", "45E04", "45E22", "45E246", "47C1511", "52A9", "59G14(GRUNGE FORM)", "59G24(TREE)", "59G241(EARLY ME/ECO/EMERGENT TRIODP)", "59G241(FIVE)", "63A05", "81A08", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 229, "gt_codes": ["31A(+73)", "41E2(+0)", "43C7851"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BALLOON)", "15C211(EAR OF BALLOON)", "16A163(BOY PLAYING, DANCING)", "21B17(MEMBRANE vs GONIOFERUS)", "53C18(PHYSIOLOGY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BALLOON)\", \"15C211(EAR OF BALLOON)\", \"16A163(BOY PLAYING, DANCING)\", \"21B17(MEMBRANE vs GONIOFERUS)\", \"53C18(PHYSIOLOGY)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.1628571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212"], "valid_json": true, "hf1": 0.1824, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212\"]}", "finish": "stop"}, {"codes": ["24A12A(1700+)", "24A12A(BRUTEL)", "24A12A(DIEGOTT)", "24A12A(KONST)],", "24A12A(MATTESSO)", "24A12A(RIPSCHLAN]", "48A6197(BUBBLE RAPESLYPE)", "48C519(18TH CENTURY)],", "48C51A(18TH-19TH CENTURY)", "48C51B(18TH CENTURY)", "48C51C(18TH CENTURY)"], "valid_json": true, "hf1": 0.10443514644351465, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1700+)\", \"24A12A(BRUTEL)\", \"24A12A(DIEGOTT)\", \"24A12A(KONST)],\", \"24A12A(MATTESSO)\", \"24A12A(RIPSCHLAN]\", \"48A6197(BUBBLE RAPESLYPE)\", \"48C519(18TH CENTURY)],\", \"48C51A(18TH-19TH CENTURY)\", \"48C51B(18TH CENTURY)\", \"48C51C(18TH CENTURY)\"], \"iconclass-codes\": [\"24A12A(1700+)\", \"24A12A(BRUTEL)\", \"24A12A(DIEGOTT)\", \"24A12A(KONST)],\", \"24A12A(MATTESSO)\", \"24A12A(RIPSCHLAN]\", \"48A6197(BUBBLE RAPESLYPE)\", \"48C519(18TH CENTURY)],\", \"48C51A(18TH-19TH CENTURY)\", \"48C51B(18TH CENTURY)\", \"48C51C(18TH CENTURY)\"]}`", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.11304347826086956, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u753b\uff0c\u63cf\u7ed8\u4e86\u4e09\u4e2a\u5b69\u5b50\u5439\u6ce1\u6ce1\u7684\u573a\u666f\u3002\u753b\u9762\u4f4d\u4e8e\u692d\u5706\u5f62\u7684\u753b\u6846\u4e2d\uff0c\u5176\u4e2d\u4e00\u4e2a\u5c0f\u5973\u5b69\u624b\u6301\u5439\u6ce1\u6ce1\u7684\u5de5\u5177\uff0c\u53e6\u4e00\u4e2a\u5c0f\u5b69\u5728\u4e00\u65c1\u534f\u52a9\uff0c\u8fd8\u6709\u4e00\u4e2a\u5c0f\u5b69\u5728\u540e\u9762\u770b\u7740\u3002\u6574\u4f53\u8272\u8c03\u67d4\u548c\uff0c\u7ec6\u8282\u4e30\u5bcc\u3002\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.3257142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(PIPING)"], "valid_json": true, "hf1": 0.14250000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(PIPING)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.2171428571428572, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.14456355283307812, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGING)", "12F52(BREECH OR TROUSERS)", "12F52(SHIRT)", "12F52(SHOES)", "12E10(FINE STONE)", "15B25(DDRAWING BP)", "14B3815(BLAZE FURNACE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, 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["72A023", "72A051", "72A433", "72A438", "16D045", "11A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D045\", \"11A08\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "25C101(FAST 05)", "25C102(FAST 05)", "25C103(FAST 05)", "31D14"], "valid_json": true, "hf1": 0.10363636363636362, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B216(21STC)\", \"25C101(FAST 05)\", \"25C102(FAST 05)\", \"25C103(FAST 05)\", \"31D14\"]}", "finish": "stop"}, {"codes": ["16.1.1932", "16.3.143", "16.3.16", "16.3.192", "16.3.362"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": 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\"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59114(GRUNGE FORM)", "59104(FLOWER)", "592211(EAR OF VIOLET)", "593063(ARCHAIC FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE FORM)\", \"59104(FLOWER)\", \"592211(EAR OF VIOLET)\", \"593063(ARCHAIC FORM)\"]}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "21F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"21F238\"]}", "finish": "stop"}, {"codes": ["11J01", "11E04", "19B22", "22G2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J01\", \"11E04\", \"19B22\", \"22G2\"]}", "finish": "stop"}, {"codes": ["24A12A(LETTER TEXT)", "24A33A(LETTER WITH EMBELLISHMENT)", "24A66A(FONTWAGON)", "24A74A(BOOKLET)", "24B229(DICKEY'S ALERTING SYSTEM)", "24C111(UPDATE STRIPE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LETTER TEXT)\", \"24A33A(LETTER WITH EMBELLISHMENT)\", \"24A66A(FONTWAGON)\", \"24A74A(BOOKLET)\", \"24B229(DICKEY'S ALERTING SYSTEM)\", \"24C111(UPDATE STRIPE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["25H062(A)", "25H066"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(A)\", \"25H066\"]}$", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["11A023", "11A051", "48A43", "48A44"], "valid_json": true, "hf1": 0.13162393162393166, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A023\", \"11A051\", \"48A43\", \"48A44\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19", "31A234", "34E51", "39F23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\", \"31A234\", \"34E51\", \"39F23\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C325(IANE THE FALSE)", "25C2####(BEET)", "25C149(LIST)", "25C161(PARAMIEL)", "25C3AAA(BURNAMING)", "25F1####(GALANT)", "48C515"], "valid_json": true, "hf1": 0.044318181818181826, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C325(IANE THE FALSE)\", \"25C2####(BEET)\", \"25C149(LIST)\", \"25C161(PARAMIEL)\", \"25C3AAA(BURNAMING)\", \"25F1####(GALANT)\", \"48C515\"]}*", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.024279266046634402, "best_hf1": 0.13162393162393166, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A023", "11A051", "11A238", "11E04", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "11J01", "12F52(DIGRESSIVE)", "13A3", "15B20", "16G17", "16G19", "18B16", "19B22", "1B104", "1B113", "21D32", "21F238", "22A107", "22B107", "22B114", "22B15", "22C325(IANE THE FALSE)", "22G2", "23F9", "24A12A(LETTER TEXT)", "24A33A(LETTER WITH EMBELLISHMENT)", "24A66A(FONTWAGON)", "24A74A(BOOKLET)", "24B229(DICKEY'S ALERTING SYSTEM)", "24C111(UPDATE STRIPE)", "25A1", "25C149(LIST)", "25C161(PARAMIEL)", "25C2####(BEET)", "25C3AAA(BURNAMING)", "25F1####(GALANT)", "25G18", "25G93", "25H062(A)", "25H066", "31A10", "31A12", "31A234", "31D11", "33B1", "34E51", "39F23", "48A125", "48A244", "48A43", "48A44", "48C1511", "48C515", "51613", "51C45", "59104(FLOWER)", "59114(GRUNGE FORM)", "592211(EAR OF VIOLET)", "593063(ARCHAIC FORM)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 238, "gt_codes": ["42B742"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOPHUS)", "68B51(TITLE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOPHUS)\", \"68B51(TITLE)\"], \"best_match\": \"15B14\", \"reasoning\": \"The image depicts a classical 'Group of Bacchanals and Transformers' featuring Bophus in a landscape. The central theme is a psychological grouping (psychological interaction between child with scaffolding and baby Carlington), and the content is a genre group in a psychological landscape.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "45E82", "45E2"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"45E82\", \"45E2\"]}", "finish": "stop"}, {"codes": ["24A12A(NUDE FEMALE FIGURE LACTATING)", "24A90(DARPING SCULPTURE)", "24A10WREATHED HOARA KNOWING", "25F03(FAT AND FERTILE WOMAN)", "512K149(CAT AND DOG STRUGGLING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(NUDE FEMALE FIGURE LACTATING)\", \"24A90(DARPING SCULPTURE)\", \"24A10WREATHED HOARA KNOWING\", \"25F03(FAT AND FERTILE WOMAN)\", \"512K149(CAT AND DOG STRUGGLING)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(CHRIST THE CHILD)", "9B125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(CHRIST THE CHILD)\", \"9B125\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["124D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MERCURY)", "39C49(LIBRA)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MERCURY)\", \"39C49(LIBRA)\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.025285714285714286, "best_hf1": 0.16285714285714287, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A238", "11E12", "11E1515", "11E16", "11E162", "11E167", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H18", "11H24", "11H28", "11H413", "11H743", "124D2(DIGRESSIVE)", "15B14(BANKETS)", "16D04", "16G97", "18A10", "20C33", "21B10", "22C32(BACKDROP OR SETTING)", "23F9", "24A10WREATHED HOARA KNOWING", "24A12A(NUDE FEMALE FIGURE LACTATING)", "24A90(DARPING SCULPTURE)", "25C22(BOPHUS)", "25F03(FAT AND FERTILE WOMAN)", "26C7", "2E198", "2E199", "31A10", "31A100", "31A102", "31A12", "31A26", "31D16", "31J83", "32A107", "32A195", "32B107", "32B114", "32B15", "33A17", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "39A####(MERCURY)", "39C49(LIBRA)", "44E51", "45E2", "45E82", "45E84", "47C1511", "47I34", "48A125", "512K149(CAT AND DOG STRUGGLING)", "51C45", "55A13", "59G14(GROUP)", "68B51(TITLE)", "72A023", "72A051", "72A433", "72A438", "73A244", "99K4(ORIGINAL CREATION)", "9B104", "9B113", "9B113(CHRIST THE CHILD)", "9B125", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 239, "gt_codes": ["31A2422", "61B(+53)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K1516"], "valid_json": true, "hf1": 0.07125000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K1516\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.07307692307692308, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", 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"31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"christ-martyrdom-martyr-waving-amazing-snail\"}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "112I515", "112D62", "112E47", "053O1"], "valid_json": true, "hf1": 0.25333333333333335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"112I515\", \"112D62\", \"112E47\", \"053O1\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(CHRIST THE RESURRECTOR)", "51T362"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(CHRIST THE RESURRECTOR)\", \"51T362\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "31B117", "31B124"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"31B117\", \"31B124\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.32742616033755273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D263", "33D2", "250E11", "159A####"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D263\", \"33D2\", \"250E11\", \"159A####\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10369890392866006, "best_hf1": 0.32742616033755273, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["053O1", "112D62", "112E47", "112I515", "11A1", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H166", "11H168", "11H743", "121D263", "121G9(HUMAN))", "155A15(GEOGRAPHY)", "159A####", "15B14(BANK MATTER)", "15B20", "163B13(CHRIST", "163B23(CHRIST", "16B101(MATTHEW)", "16G97", "19C211(EARLY CHRISTOLOGY)", "1B104", "1B113", "212M631", "23F9", "240O30", "250E11", "28D32", "2E198", "2E199", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A132", "31A235", "31A26", "31A781", "31B112", "31B117", "31B124", "31D168", "31E169", "31E170", "31J83", "31M81(HOLES)", "32A107", "32A195", "32B107", "32B114", "32B15", "33D2", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A128", "41B1", "41B3", "44E51", "45E84", "47C1511", "47I34", "48A244", "51C45", "51F13", "51G6", "51M5", "51T362", "59A4SCENE", "59G14(GROUP)", "63A05", "81A08", "89V220", "99K4(CHRIST THE RESURRECTOR)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 244, "gt_codes": ["25G3", "31A235", "31A2422", "31A5331", "41A641", "41A711", "41C37", "41D222(RABAT)", "46A122", "48C161", "61B(+54)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.072844327176781, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.06705882352941175, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.07008631319358817, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.20173198954833896, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30C00", "30C03", "30C06", "30C07"], "valid_json": true, "hf1": 0.07250000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30C00\", \"30C03\", \"30C06\", \"30C07\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.13899909008189268, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.07363200000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.07398119122257053, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "2A515", "11A16"], "valid_json": true, "hf1": 0.20804187669639393, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"2A515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.3632050829509354, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.02375, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.06867469879518072, "code_recall": 0.0, 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"32A1002", "32A107", "32A12", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A4", "33D2", "34A31", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "38C30", "41A128", "45E04", "45E22", "45E24", "45F04", "48A125", "48A244", "48A28", "48A41", "48C40", "5161", "5162", "51C45", "53A", "59A14011", "59A14411", "59C21111", "59C42", "63A05", "6K15163", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.004807692307692308, "code_recall@2": 0.009615384615384616, "code_recall@4": 0.019230769230769232, "code_recall@8": 0.038461538461538464, "code_recall@16": 0.07692307692307693, "union_code_recall": 0.07692307692307693}, {"index": 245, "gt_codes": ["25F26(HARE)", "43C113"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, 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\"45E82\", \"45E2\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "28A260", "28A45"], "valid_json": true, "hf1": 0.0842857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"28A260\", \"28A45\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "114C1", "114C8", "33A17"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"114C1\", \"114C8\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DIST)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DIST)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "122I515", "11A16"], "valid_json": true, "hf1": 0.08142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"122I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.1259259259259259, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.04384615384615385, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138330(LANDSCAPE WITH FIGURES)", "32640"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138330(LANDSCAPE WITH FIGURES)\", \"32640\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.11343283582089551, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGERS)", "121D250, NO DIGGERS", "43A41", "44A21", "44A51(GENERIC)", "44A62", "45A2", "46A7"], "valid_json": true, "hf1": 0.09721590909090912, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGERS)\", \"121D250, NO DIGGERS\", \"43A41\", \"44A21\", \"44A51(GENERIC)\", \"44A62\", \"45A2\", \"46A7\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "41A244"], "valid_json": true, "hf1": 0.2171937321937322, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"41A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05972154698017571, "best_hf1": 0.2171937321937322, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "10D14", "114C1", "114C8", "11A1", "11A16", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGERS)", "121D250, NO DIGGERS", "122I515", "138330(LANDSCAPE WITH FIGURES)", "16G97", "1B104", "1B113", "23F9", "24A12A", "28A260", "28A45", "28D32", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31D11", "31D168", "31J84", "32640", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A10", "33A17", "33B1", "34A31", "36A06211", "37J", "37L", "37P33", "39B03(DIST)", "41A128", "41A244", "41B1", "41B3", "43A41", "44A21", "44A51(GENERIC)", "44A62", "45A2", "45E2", "45E82", "45E84", "46A7", "47C1511", "51C45", "51F13", "51G6", "51M5", "59G14(GROUPED FIGURES)", "59G49(ROCKY SLOPE)", "59G85(WALKING FIGURES)", "59K34(LANDSCAPE WITH WATER)", "59K36(WATER)", "59K43(HILLS IN LARGER LANDSCAPE)", "59L17(CITY NEAR WATER)", "59S65(GOOD CLOTHING)", "59U19(HILL)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 248, "gt_codes": ["11Q712"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM A FLYING POINT)", "11A156(ROOM WITH DRAWING)", "13D14", "11C42", "13B24"], "valid_json": true, "hf1": 0.26067415730337085, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM A FLYING POINT)\", \"11A156(ROOM WITH DRAWING)\", \"13D14\", \"11C42\", \"13B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)\"}]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.39832635983263603, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A162(Architecture view)", "36A253(Engraving in a collection or dossier of 36A253)", "36A253(Architectural engraving of historical building)", "36A253(Historic religious building, church, abbey, monastery, cathedral, cathedral church, chaplaincy, symphonic hall, or church chapel)", "36E86"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Architecture view)\", \"36A253(Engraving in a collection or dossier of 36A253)\", \"36A253(Architectural engraving of historical building)\", \"36A253(Historic religious building, church, abbey, monastery, cathedral, cathedral church, chaplaincy, symphonic hall, or church chapel)\", \"36E86\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "122I515", "11A16"], "valid_json": true, "hf1": 0.2072727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"122I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16300", "18110"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16300\", \"18110\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(20THC)", "1B116(20THC)", "25C101(ARCHITECTURAL ILLUSTRATION)", "25L160", "1C206", "25F23"], "valid_json": true, "hf1": 0.13818181818181816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B116(20THC)\", \"25C101(ARCHITECTURAL ILLUSTRATION)\", \"25L160\", \"1C206\", \"25F23\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.3166666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D250,100,150%", "41D10", "51C93", "51C94", "51D12", "51D125", "51D13", "58E54"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D250,100,150%\", \"41D10\", \"51C93\", \"51C94\", \"51D12\", \"51D125\", \"51D13\", \"58E54\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.16000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1268019803729485, "best_hf1": 0.39832635983263603, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A156(ROOM WITH DRAWING)", "11A16", "11A218", "11C42", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D250,100,150%", "122I515", "13B24", "13D14", "15B20", "16300", "16G97", "18110", "1B104(19THC)", "1B116(20THC)", "1B204(20THC)", "1C206", "23F9", "25C101(ARCHITECTURAL ILLUSTRATION)", "25F23", "25L160", "2E198", "2E199", "31D11", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "36A162(Architecture view)", "36A253(Architectural engraving of historical building)", "36A253(Engraving in a collection or dossier of 36A253)", "36A253(Historic religious building, church, abbey, monastery, cathedral, cathedral church, chaplaincy, symphonic hall, or church chapel)", "36E86", "41B1", "41B3", "41D10", "45E04", "45E22", "45E24", "45F04", "47C1511", "48A244", "48A97001", "51C45", "51C93", "51C94", "51D12", "51D125", "51D13", "58E54", "59G14(GRUNGE FORM)", "59G24(FROM A FLYING POINT)", "72A023", "72A051", "72A433", "72A438"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 249, "gt_codes": ["11H(JOHN)"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKER)", "25C22(BOP)", "15O13(SACRED)", "13L44", "11C42", "13B24"], "valid_json": true, "hf1": 0.22799999999999998, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKER)\", \"25C22(BOP)\", \"15O13(SACRED)\", \"13L44\", \"11C42\", \"13B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(SANCTUS)],\", \"31J04011(ST JOHANNES),\", \"31J04011(ST PETER),\", \"31J06311(Pinterest: Image 484940338),\", \"31J07311(John the Baptist),\", \"31J07311(ST JOHN THE BAPTIST\")]", "finish": "stop"}, {"codes": ["24A12A(CHRISTENSE)", "24A33A(CHRISTENSE)", "24B3B(CHRISTENSE)", "24B519(CHRISTENSE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTENSE)\", \"24A33A(CHRISTENSE)\", \"24B3B(CHRISTENSE)\", \"24B519(CHRISTENSE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.6666666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.30400000000000005, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, 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"{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "59G13(GRUNGE QUALIFIER)", "59G13(INTERFACE)"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS FORM)\", \"59G13(GRUNGE QUALIFIER)\", \"59G13(INTERFACE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "48E04"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"48E04\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FOR A LONG TIME)", "24A23B(LOCK)", "24A2W(FIBRE HOOD)", "43D75(GROWS)", "49M90940", "51K149"], "valid_json": true, "hf1": 0.17529332434254888, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FOR A LONG TIME)\", \"24A23B(LOCK)\", \"24A2W(FIBRE HOOD)\", \"43D75(GROWS)\", \"49M90940\", \"51K149\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33A39", "33A40", "33D32", "33D34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33A39\", \"33A40\", \"33D32\", \"33D34\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J491"], "valid_json": true, "hf1": 0.23079584775086506, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J491\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.08813559322033898, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.10000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.12851637764932564, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.08444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0728508849272559, "best_hf1": 0.23079584775086506, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11E12", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "16G97", "18B16", "18B20", "1B104", "1B113", "21D32", "22B159", "22C3250", "24A12A(LOCKS)", "24A20A(FOR A LONG TIME)", "24A23B(LOCK)", "24A2W(FIBRE HOOD)", "25A1", "25G9818", "31A0231", "31A0272", "31D11", "31D16", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33A06", "33A10", "33A100", "33A102", "33A12", "33A26", "33A37", "33A39", "33A40", "33B1", "33C17", "33D32", "33D34", "34A31", "41A128", "43D75(GROWS)", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A97002", "48C1511", "48E04", "49J491", "49M90940", "51613", "51K149", "59G13(GRUNGE QUALIFIER)", "59G13(INTERFACE)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 254, "gt_codes": ["11F4"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68B51630", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68B51630\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03011(SANITA)(SACRED)(VIRGIN)(MADONNA)", "6302404063024051213", "6303100071", "64F40338", "13N(CUT)(WITH)(CUTTON)", "13N000", "63024041261202508106"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(SANITA)(SACRED)(VIRGIN)(MADONNA)\", \"6302404063024051213\", \"6303100071\", \"64F40338\", \"13N(CUT)(WITH)(CUTTON)\", \"13N000\", \"63024041261202508106\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30C009", "30C022"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30C009\", \"30C022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.38000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(Drawing)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(Drawing)\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.2923076923076923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.42817764165390504, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "11B02", "32D2", "27F1", "81C4"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"11B02\",\n \"32D2\",\n \"27F1\",\n \"81C4\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C48"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11694005559482205, "best_hf1": 0.42817764165390504, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11B02", "11E12", "11E18", "11E34", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C48", "12I515", "13N(CUT)(WITH)(CUTTON)", "13N000", "16G97", "1B104", "1B113", "20C33", "20F93", "21B10", "21D32", "27F1", "30A129", "30A147", "30C009", "30C022", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31D16", "31J03011(SANITA)(SACRED)(VIRGIN)(MADONNA)", "32A107", "32A19", "32B107", "32B114", "32B15", "32D2", "33D2", "34A31", "36A06211", "37J", "37L", "37P33", "39B03(Drawing)", "41A128", "41B1", "41B3", "47C1511", "51613", "51B101", "54A110", "55A13", "59B105", "59C21113", "59G14011", "59P40407", "6302404063024051213", "63024041261202508106", "6303100071", "630E", "631A", "64F40338", "68A", "68B51630", "68C42", "68C44", "81C4"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 255, "gt_codes": ["31A22621:22C4(BLONDE)", "31A235", "31A2421", "61B(+55)"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MAT)", "25C22(BOP)", "15O13(FLOOR MAT)", "13L44", "15O42", "13Q24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MAT)\", \"25C22(BOP)\", \"15O13(FLOOR MAT)\", \"13L44\", \"15O42\", \"13Q24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.15362162162162163, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J04", "45E04", "45E22", "45E246", "45E406"], "valid_json": true, "hf1": 0.12, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J04\", \"45E04\", \"45E22\", \"45E246\", \"45E406\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30C009", "30C022"], "valid_json": true, "hf1": 0.16811594202898553, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30C009\", \"30C022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.30798387096774194, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.498970588235294, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["30A162(AUTO PORTRAIT)(PORTRAIT)", "30A1623(AUTO PORTRAIT)", "30A164(PORTRAIT)"], "valid_json": true, "hf1": 0.16978417266187054, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A162(AUTO PORTRAIT)(PORTRAIT)\", \"30A1623(AUTO PORTRAIT)\", \"30A164(PORTRAIT)\"], \"explanation\": \"The image shows a portrait, fitting both main categories. The subject is a single person, so the '30A1623' and '30A162' codes align as a child portrait, falling under the humanities domain.\", \"image_id\": \"3\"}", "finish": "stop"}, {"codes": ["30A181", "30E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.14623931623931627, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.3407150837988827, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["10720(child)", "10712(child sitting)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720(child)\", \"10712(child sitting)\"], \"note\": \"The mentioned child is wearing lace dress and sitting down.\"}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGG)", "37B232", "37B248"], "valid_json": true, "hf1": 0.13892215568862276, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGG)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.35795454545454547, "code_recall": 0.25, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.15726920604355504, "best_hf1": 0.498970588235294, "mean_code_recall": 0.015625, "distinct_sets": 16, "union_codes": ["10712(child sitting)", "10720(child)", "11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGG)", "13L44", "13Q24", "15B14(BANK MAT)", "15O13(FLOOR MAT)", "15O42", "16G97", "1B104", "1B113", "20F9", "21D32", "25C22(BOP)", "305B", "30A129", "30A147", "30A162(AUTO PORTRAIT)(PORTRAIT)", "30A1623(AUTO PORTRAIT)", "30A164(PORTRAIT)", "30A181", "30C009", "30C022", "30C1511", "30E34", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31H24", "31H28", "31J04", "31L17", "32A107", "32A19", "32B107", "32B114", "32B15", "32I515", "34A31", "37B232", "37B248", "41A128", "41B1", "41B3", "45E04", "45E22", "45E246", "45E406", "48A244", "51C45", "51F13", "53A", "59G14(GROUP)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.015625, "code_recall@2": 0.03125, "code_recall@4": 0.0625, "code_recall@8": 0.125, "code_recall@16": 0.25, "union_code_recall": 0.25}, {"index": 256, "gt_codes": ["41C741", "42B", "43C7"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MATES)", "19C211(EARLY INTELLECTUAL)", "13B13(VERY EARLY INTELLECTUAL)", "52C232(MEMORABLE VISIT)", "59G13(HORTICULTURAL MATAES)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MATES)\", \"19C211(EARLY INTELLECTUAL)\", \"13B13(VERY EARLY INTELLECTUAL)\", \"52C232(MEMORABLE VISIT)\", \"59G13(HORTICULTURAL MATAES)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["24A12A(1700+)", "24A12A(1700+)", "24A12A(1800)", "24A12A(1700+)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1700+)\", \"24A12A(1700+)\", \"24A12A(1800)\", \"24A12A(1700+)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["92L42", "30J165", "24J24", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30J165\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(boy)", "9B121(female adult)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(boy)\", \"9B121(female adult)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE)"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.15259452411994784, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D230(FORCED DIGGING)", "43A41", "43A51", "44F51(GROUSSER ZOOM)", "44E23", "44F31(INLETTING)", "73815"], "valid_json": true, "hf1": 0.2007547169811321, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230(FORCED DIGGING)\", \"43A41\", \"43A51\", \"44F51(GROUSSER ZOOM)\", \"44E23\", \"44F31(INLETTING)\", \"73815\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04272420852119845, "best_hf1": 0.2007547169811321, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGING)", "121D230(FORCED DIGGING)", "13B13(VERY EARLY INTELLECTUAL)", "14G41", "15B14(BANK MATES)", "15B20", "16G97", "19B220", "19C211(EARLY INTELLECTUAL)", "212M631", "23F9", "24A12A(1700+)", "24A12A(1800)", "24D63", "24J24", "2E198", "2E199", "30J165", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31D11", "31D16", "31J83", "32A107", "32A195", "32B107", "32B114", "32B15", "33B1", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41B1", "41B3", "43A41", "43A51", "44E23", "44E51", "44F31(INLETTING)", "44F51(GROUSSER ZOOM)", "45E12", "45E84", "47C1511", "47I34", "51C45", "52C232(MEMORABLE VISIT)", "59G13(HORTICULTURAL MATAES)", "59G14(GROUP)", "73815", "73A", "73A244", "92L42", "99K4(ORIGINAL BLACK AND WHITE)", "9B104", "9B113", "9B114(boy)", "9B121(female adult)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 257, "gt_codes": ["31A2422", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59G14(GROUPED FIGURES PORTRAYED)", "37A23(COLLECTIVE EVENT)", "37A23(SPEECH)", "37A23(MUUSEUM EVENT)", "37A23(CONVENT)", "37A23(DY SCENE)"], "valid_json": true, "hf1": 0.11875000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES PORTRAYED)\", \"37A23(COLLECTIVE EVENT)\", \"37A23(SPEECH)\", \"37A23(MUUSEUM EVENT)\", \"37A23(CONVENT)\", \"37A23(DY SCENE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.11875000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J01", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J01\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["30A12", "30A21", "30A34", "30C16"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30A21\", \"30A34\", \"30C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.24247619047619046, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.3453614457831325, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u5973\u6027\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u7a7f\u7740\u7ef4\u591a\u5229\u4e9a\u65f6\u4ee3\u7684\u670d\u88c5\uff0c\u6234\u7740\u5e3d\u5b50\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u7684\u5206\u6790\uff1a\\n1. **\u4e3b\u8981\u7c7b\u522b**\uff1a\\n - **37L (Lady)** - \u8be5\u56fe\u50cf\u660e\u663e\u63cf\u7ed8\u4e86\u4e00\u4f4d\u5973\u6027\uff0c\u901a\u5e38\u79f0\u4e3a\u201c\u5973\u58eb\u201d\u6216\u201c\u592b\u4eba\u201d\u3002\\n - **37P** - \u8fd9\u662f\u5973\u6027\u8096\u50cf\u7684\u7b26\u53f7\u5316\u8868\u793a\u3002\\n2. **\u6b21\u8981\u7c7b\u522b**\uff1a\\n - **37J (Victorian Lady)** - \u8be5\u5973\u6027\u7684\u7740\u88c5\u3001\u53d1\u578b\u548c\u914d\u9970\u7b26\u540819\u4e16\u7eaa\u7ef4\u591a\u5229\u4e9a\u65f6\u4ee3\u7684\u98ce\u683c\u3002\u5979\u4f69\u6234\u7740\u5bbd\u5927\u7684\u5e3d\u5b50\u3001\u767d\u8272\u56f4\u5dfe\u548c\u6b63\u5f0f\u7684\u5916\u5957\u3002\\n - **37X (Woman)** - \u867d\u7136\u4e3b\u8981\u7c7b\u522b\u662f\u201c\u5973\u58eb\u201d\uff0c\u4f46\u8fd9\u4e5f\u8d85\u8d8a\u4e86\u6027\u522b\u4e8c\u5206\u6cd5\uff0c\u53ef\u4ee5\u89c6\u4e3a\u66f4\u5e7f\u6cdb\u7684\u201c\u5973\u4eba\u201d\u7c7b\u522b\u3002\\n3. **\u8be6\u7ec6\u7c7b\u522b**\uff1a\\n - **37E (British Lady)** - \u8003\u8651\u5230\u7ef4\u591a\u5229\u4e9a\u65f6\u671f\u670d\u88c5\u98ce\u683c\u7684\u82f1\u56fd\u8d77\u6e90\uff0c\u8fd9\u4e00\u7c7b\u522b\u9002\u7528\u3002\\n - **37A (Woman with High Hat)** - \u753b\u4e2d\u4eba\u7269\u6234\u7740\u9ad8\u5e3d\uff0c\u4f46\u7531\u4e8e\u5934\u90e8\u7684\u5927\u90e8\u5206\u90fd\u88ab\u5e3d\u5b50\u7684\u9634\u5f71\u6240\u906e\u6321\uff0c\u5e76\u4e14\u5e3d\u4e0b\u7684\u5934\u53d1\u5377\u66f2\uff08\u6bd4\u5229\u65f6\u65b0\u90ce\u5f0f\u7684\u5e3d\u5b50\uff09\uff0c\u6240\u4ee5\u4e3b\u8981\u7c7b\u522b\u4e3a\u201c\u5973\u58eb\u201d\u3002\\n - **37D (Lady in Full House Coat)** - \u8fd9\u4f4d\u5973\u58eb\u7a7f\u774019\u4e16\u7eaa\u5973\u58eb\u7684\u6807\u51c6\u6b63\u5f0f\u670d\u88c5\uff0c\u5305\u62ec\u5916\u888d\u3001\u9ad8\u9886\u548c\u88c5\u9970\u6027\u53d1\u578b\u3002\\n\\n\u7efc\u5408\u6765\u770b\uff0c\u6700\u51c6\u786e\u7684\u63cf\u8ff0\u662f\u201c\u8eab\u7740\u7ef4\u591a\u5229\u4e9a\u65f6\u4ee3\u670d\u9970\u7684\u5973\u58eb\u201d\u3002\"}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.2590909090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.2590909090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "51613"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "35C30", "41K28", "42C4"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"35C30\", \"41K28\", \"42C4\"]}", "finish": "stop"}, {"codes": ["31A28", "31A22", "31A235"], "valid_json": true, "hf1": 0.4145454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31A22\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12F52(BACKDROP OR LIGHT PANEL)", "19A####(OVAL)", "21C149(LANGUAGE: GERMAN)", "21E102(SHIRT AND UNDERAAA)", "25I128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12F52(BACKDROP OR LIGHT PANEL)\", \"19A####(OVAL)\", \"21C149(LANGUAGE: GERMAN)\", \"21E102(SHIRT AND UNDERAAA)\", \"25I128\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12D48"], "valid_json": true, "hf1": 0.2682352941176471, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.16390864364639612, "best_hf1": 0.4145454545454546, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F52(BACKDROP OR LIGHT PANEL)", "12F52(DIGRESSIVE)", "15B20", "16G97", "19A####(OVAL)", "20F93", "21A15", "21C149(LANGUAGE: GERMAN)", "21E102(SHIRT AND UNDERAAA)", "25I128", "305B", "30A12", "30A21", "30A34", "30C1511", "30C16", "31A023", "31A051", "31A1002", "31A12", "31A181", "31A184", "31A22", "31A235", "31A28", "31B112", "31H24", "31H28", "31J01", "31L17", "32A107", "32A19", "32B107", "32B114", "32B15", "35B5", "35C30", "37A23(COLLECTIVE EVENT)", "37A23(CONVENT)", "37A23(DY SCENE)", "37A23(MUUSEUM EVENT)", "37A23(SPEECH)", "3B104", "3B113", "3B132", "41K28", "42C4", "45E04", "45E22", "45E24", "45F04", "48A43", "48A441", "51613", "53A", "59G14(GROUPED FIGURES PORTRAYED)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 258, "gt_codes": ["31A231", "31A2422", "31A25161", "31A5339", "41A2", "41A711", "41A721", "41C37", "49L511", "49L62", "49M32", "61B(+54)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["10B11", "10B111", "10B112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUPED FORM)", "59G24(FROM HEAD)", "59G11(FULL LENGTH)", "59C163", "33E4", "59C42", "12B24"], "valid_json": true, "hf1": 0.03619047619047618, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FORM)\", \"59G24(FROM HEAD)\", \"59G11(FULL LENGTH)\", \"59C163\", \"33E4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "37B15", "37B16"], "valid_json": true, "hf1": 0.0858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"37B15\", \"37B16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.21981888745148773, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10", "33A26", "33A28", "33A29"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\", \"33A26\", \"33A28\", \"33A29\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DRESS)"], "valid_json": true, "hf1": 0.08550607287449392, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DRESS)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["71A023", "71A051", "71A433", "71A438", "16D01", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"71A023\", \"71A051\", \"71A433\", \"71A438\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001"], "valid_json": true, "hf1": 0.19655172413793104, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.12999614940315748, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR LIGHT PANEL)", "39A####(MUG)", "41C149(LIST)", "41C161(PARAMETER)", "41C1AAA(BLOCKLET)", "41C1BCC(DOCUMENTATION)", "54G41(PORTRAIT)]", "54G571(DOG)]", "66A225(BIBLIOGRAPHY AND PREFERABLE SYMBOL)", "73A####(MUG)", "73A(BOOK)"], "valid_json": true, "hf1": 0.24100073583517295, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR LIGHT PANEL)\", \"39A####(MUG)\", \"41C149(LIST)\", \"41C161(PARAMETER)\", \"41C1AAA(BLOCKLET)\", \"41C1BCC(DOCUMENTATION)\", \"54G41(PORTRAIT)]\", \"54G571(DOG)]\", \"66A225(BIBLIOGRAPHY AND PREFERABLE SYMBOL)\", \"73A####(MUG)\", \"73A(BOOK)\"]}\"", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08167079579758789, "best_hf1": 0.24100073583517295, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12D48", "12F52(DIGRESSIVE)", "15B20", "16D01", "16G97", "18A10", "1B104", "1B113", "20F93", "21D32", "22C32(BACKDROP OR LIGHT PANEL)", "24A12A", "24A26", "2E198", "2E199", "31D11", "31J03", "32A10", "32A107", "32A12", "32A19", "32B107", "33A10", "33A26", "33A28", "33A29", "33B1", "33E4", "36A06211", "37B15", "37B16", "37J", "37L", "37P33", "39A####(MUG)", "39B03(DRESS)", "41B1", "41B3", "41C149(LIST)", "41C161(PARAMETER)", "41C1AAA(BLOCKLET)", "41C1BCC(DOCUMENTATION)", "45E04", "45E22", "45E24", "45F04", "47C1511", "48A97001", "51F13", "54G41(PORTRAIT)]", "54G571(DOG)]", "59C163", "59C42", "59G11(FULL LENGTH)", "59G14(GROUPED FORM)", "59G24(FROM HEAD)", "66A225(BIBLIOGRAPHY AND PREFERABLE SYMBOL)", "71A023", "71A051", "71A433", "71A438", "73A####(MUG)", "73A(BOOK)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 259, "gt_codes": ["48A98(+2)", "49M3"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113", "10B114", "10B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\"]}"}, "samples": [{"codes": ["59114(Greek_and_Roman_Monument)", "49A02"], "valid_json": true, "hf1": 0.22958333333333336, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(Greek_and_Roman_Monument)\", \"49A02\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "48E04"], "valid_json": true, "hf1": 0.2383838383838384, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"48E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.14250000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["48A98211", "31D16", "33C23", "48A9841"], "valid_json": true, "hf1": 0.47025, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A98211\", \"31D16\", \"33C23\", \"48A9841\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J491"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J491\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A433", "48A434", "16D01", "18A10"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A433\", \"48A434\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315"], "valid_json": true, "hf1": 0.4222222222222222, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12401704545454545, "best_hf1": 0.47025, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10D14", "11E12", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H24", "11H28", "11H743", "12F52(DIGRESSIVE)", "13A3", "15B20", "16D01", "16G97", "16G99", "18A10", "18B16", "1B104", "1B113", "21D32", "22A107", "22C3250", "24A12A", "24A26", "25G9818", "31A023", "31A051", "31D11", "31D16", "31J03", "33A10", "33A12", "33B1", "33C23", "35B2", "35C7", "48A2185", "48A433", "48A434", "48A98211", "48A9841", "48C1511", "48E04", "48G315", "49A02", "49J491", "51F13", "52A9", "59114(Greek_and_Roman_Monument)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 260, "gt_codes": ["31D15", "41D2632", "46C5135", "25H154"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "11A156(15TH CENTURY)", "33C4", "31D12", "12B24"], "valid_json": true, "hf1": 0.18082191780821918, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2 SPECTATORS)\", \"11A156(15TH CENTURY)\", \"33C4\", \"31D12\", \"12B24\"]}", "finish": "stop"}, {"codes": ["31A107", "31B107", "37B15", "37B16"], "valid_json": true, "hf1": 0.14311688311688314, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A107\", \"31B107\", \"37B15\", \"37B16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": ["24A12A(1700+)", "24A12A(1700+)", "24A12A(1700+)"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1700+)\", \"24A12A(1700+)\", \"24A12A(1700+)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.10133333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.12000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.15918367346938778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A262", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.1597315436241611, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A262\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J491"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J491\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.2301989150090416, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.29500000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590####"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590####\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.2111111111111111, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14320343457685708, "best_hf1": 0.29500000000000004, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A156(15TH CENTURY)", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H166", "11H168", "11H24", "11H28", "11H743", "12B24", "12F52(DIGRESSIVE)", "15B20", "16G97", "1B104", "1B113", "21D32", "22B1590####", "22C3250", "23F9", "24A12A(1700+)", "25G9818", "31A0231", "31A0272", "31A1002", "31A107", "31A12", "31A132", "31A235", "31A25", "31A262", "31A72", "31A77", "31A781", "31A89", "31A96", "31B107", "31D11", "31D12", "31J8401", "31J8402", "31J8412", "32A19", "33A17", "33B1", "33C4", "34A31", "37B15", "37B16", "41A128", "48A125", "48A244", "48A97002", "48C1511", "49J491", "51C45", "51F13", "59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 261, "gt_codes": ["31A422", "43C9", "48C73411", "48C7351", "48C7524", "48C7525"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.09968609865470852, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212M63"], "valid_json": true, "hf1": 0.17347826086956522, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(1600+)", "24A12A(1600+)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1600+)\", \"24A12A(1600+)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.27604828462515885, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.16285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L165", "24J14", "14G41"], "valid_json": true, "hf1": 0.04, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L165\", \"24J14\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANTAR FLESCH)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANTAR FLESCH)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"most_relevant_priority\": [\"20C33\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.10363636363636364, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DANCER)", "37B232", "37B248"], "valid_json": true, "hf1": 0.05333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DANCER)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06317657489137417, "best_hf1": 0.27604828462515885, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DANCER)", "14G41", "16G97", "19B220", "20C33", "20F9", "212M63", "21L103", "24A12A(1600+)", "24J14", "2E198", "2E199", "30L165", "31A1002", "31A12", "31D16", "31J84", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B232", "37B248", "45E84", "48A125", "48C1511", "51C45", "59G14(GRUNGE FORM)", "73A244", "92L42", "9B104", "9B113", "9B114(PLANTAR FLESCH)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 262, "gt_codes": ["31AA533(...)", "31D15:61BB", "41D26611", "61B(+53)"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21641\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.11875000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406"], "valid_json": true, "hf1": 0.2326530612244898, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C111", "31A4", "31D231", "13C21"], "valid_json": true, "hf1": 0.3069230769230769, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C111\", \"31A4\", \"31D231\", \"13C21\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.3453614457831325, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u5973\u6027\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u7a7f\u774017/18\u4e16\u7eaa\u7684\u670d\u88c5\u3002\u5979\u4f1a\u5fae\u7b11\uff0c\u53d1\u578b\u548c\u8eab\u4f53\u6bd4\u4f8b\u662f\u7ecf\u5178\u7684\u5df4\u6d1b\u514b\u827a\u672f\u98ce\u683c\u3002\u56e0\u6b64\uff0c\u4e0e\u8096\u50cf\u827a\u672f\uff08\u5982\u9762\u9830\u5f62\u300137P\uff09\u76f8\u5173\u7684\u4ee3\u7801\u662f\u76f8\u5173\u7684\uff1b\u670d\u88c5\u548c\u73af\u5883\u4e5f\u53cd\u6620\u4e86\u8fd9\u4e00\u65f6\u671f\u7684\u5ba1\u7f8e\u3002\u5176\u4ed6\u4ee3\u7801\u5982\u201c37K\u201d\u6355\u6349\u4e86\u827a\u672f\u7684\u65b9\u9762\uff0c\u5982\u80fd\u529b\u548c\u529f\u80fd\uff0c\u7b26\u5408\u5386\u53f2\u548c\u529f\u80fd\u827a\u672f\u3002\"}", "finish": "stop"}, {"codes": ["31A181", "31A184", "2A515", "11A16"], "valid_json": true, "hf1": 0.2590909090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"2A515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.3544924154025671, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "31B117", "31B124"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"31B117\", \"31B124\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.10133333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12F52(BACKDROP OR LIGHT PANEL)", "19A####(OVAL)", "21C149(LANGUAGE: GERMAN)", "21E102(SHIRT AND UNDERAAA)", "25I128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12F52(BACKDROP OR LIGHT PANEL)\", \"19A####(OVAL)\", \"21C149(LANGUAGE: GERMAN)\", \"21E102(SHIRT AND UNDERAAA)\", \"25I128\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14976693177651096, "best_hf1": 0.3544924154025671, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(BACKDROP OR LIGHT PANEL)", "12F52(DIGRESSIVE)", "13C21", "15B20", "16G97", "19A####(OVAL)", "1B104", "1B113", "20F9", "21C149(LANGUAGE: GERMAN)", "21D25", "21D32", "21E102(SHIRT AND UNDERAAA)", "25I128", "2A515", "305B", "30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5", "30C111", "31A0231", "31A0272", "31A1002", "31A12", "31A181", "31A184", "31A235", "31A4", "31B112", "31B117", "31B124", "31D231", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "34A31", "41A128", "41B1", "41B3", "45E04", "45E22", "45E246", "45E406", "48A244", "5161", "5162", "51C45", "53A", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 263, "gt_codes": ["25F72(SNAIL)(+521)", "51A51", "52A53", "86(SUCHE DICH NICHT AUSSER DIR)"], "greedy": {"codes": ["31A235", "31B01", "31B011", "31B012"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31B01\", \"31B011\", \"31B012\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["31A235", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.16285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J83(SNAIL)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83(SNAIL)\"]}", "finish": "stop"}, {"codes": ["24A129", "10D14", "33A10", "13A10", "28A260"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A129\", \"10D14\", \"33A10\", \"13A10\", \"28A260\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A23", "31A80"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A23\", \"31A80\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E152", "11E157", "05331"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E152\", \"11E157\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\"]}", "finish": "stop"}, {"codes": ["1B104(1)", "1B105(1)", "1B251(1)", "1B256(1)", "25C101(1)", "25C102(1)", "25C103(1)", "25C104(1)", "25C105(1)"], "valid_json": true, "hf1": 0.1310344827586207, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(1)\", \"1B105(1)\", \"1B251(1)\", \"1B256(1)\", \"25C101(1)\", \"25C102(1)\", \"25C103(1)\", \"25C104(1)\", \"25C105(1)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52", "13T37", "12F52"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"13T37\", \"12F52\"]}", "finish": "stop"}, {"codes": ["31A235", "23F93", "12C48"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03749826323102185, "best_hf1": 0.16285714285714284, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11E12", "11E1515", "11E152", "11E157", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12C48", "12F52", "13A10", "13T37", "15B20", "16G97", "1B104(1)", "1B105(1)", "1B251(1)", "1B256(1)", "23F93", "24A129", "25C101(1)", "25C102(1)", "25C103(1)", "25C104(1)", "25C105(1)", "28A260", "2E198", "2E199", "31A0231", "31A0272", "31A10", "31A12", "31A23", "31A235", "31A77", "31A80", "31D11", "31J83(SNAIL)", "32A19", "33A10", "33A17", "33B1", "34A31", "35B2", "35C7", "41B1", "41B3", "47C1511", "52A9", "59G14(GRUNGE FORM)", "73A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 264, "gt_codes": ["31D14", "31D13", "41D221(HEADBAND)", "31B6211"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21641\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.38425216316440053, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.31698039215686274, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.10373626373626374, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.339568345323741, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["31A262", "31A77", "31A96", "31A89"], "valid_json": true, "hf1": 0.3377536231884058, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A262\", \"31A77\", \"31A96\", \"31A89\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.29197860962566846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A16"], "valid_json": true, "hf1": 0.1191919191919192, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A16\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.33, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.04, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12H3250", "12B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12H3250\", \"12B159\"]}", "finish": "stop"}, {"codes": ["11A238", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14542466560753717, "best_hf1": 0.38425216316440053, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A238", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B159", "12D48", "12F52(DIGRESSIVE)", "12H3250", "13A3", "15B20", "16G97", "1B104", "1B113", "20F93", "21D32", "24A12A", "24A26", "2E198", "2E199", "31A0231", "31A0272", "31A10", "31A12", "31A262", "31A77", "31A89", "31A96", "31D11", "31D16", "31J03", "32A107", "32A16", "32B107", "32B114", "32B15", "33A10", "33B1", "34A31", "41A128", "45E04", "48A125", "48C1511", "51F13", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 265, "gt_codes": ["25H11", "25H15", "25H212", "33B3", "45B", "45C16(PISTOL)", "45H(+22)", "46C131", "46C13141"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["31A240", "31A244", "31A249", "11A3056", "11A3063"], "valid_json": true, "hf1": 0.035625000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A240\", \"31A244\", \"31A249\", \"11A3056\", \"11A3063\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["31J03", "40E04", "44V22", "44V24", "12F04"], "valid_json": true, "hf1": 0.14129082426127526, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"40E04\", \"44V22\", \"44V24\", \"12F04\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30L009", "30L022", "30L049"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30L009\", \"30L022\", \"30L049\"]}", "finish": "stop"}, {"codes": ["31A118", "31A743", "31A112", "31A168", "31H36", "31H413"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"31A112\", \"31A168\", \"31H36\", \"31H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D63", "36D7"], "valid_json": true, "hf1": 0.03993231810490694, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D63\", \"36D7\"]}", "finish": "stop"}, {"codes": ["31A235", "31E34", "32I515", "11A16(CAMEL)", "11B7(BISON)", "33G11", "48A1110"], "valid_json": true, "hf1": 0.15495145631067964, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31E34\", \"32I515\", \"11A16(CAMEL)\", \"11B7(BISON)\", \"33G11\", \"48A1110\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.1280549530007231, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "32C13", "32C32", "32F13", "32G67", "32G89", "32G05", "32G17"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"32C13\", \"32C32\", \"32F13\", \"32G67\", \"32G89\", \"32G05\", \"32G17\"]}", "finish": "stop"}, {"codes": ["12G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.03902439024390244, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.20453125000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.15631901840490797, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["32F52", "33A37", "32B5", "32B8"], "valid_json": true, "hf1": 0.0719219512195122, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32F52\", \"33A37\", \"32B5\", \"32B8\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.1648925619834711, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08528398272058617, "best_hf1": 0.20453125000000003, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16(CAMEL)", "11A3056", "11A3063", "11B7(BISON)", "12F04", "12G97", "15B20", "23F9", "30A12A", "30A12B", "30C1511", "30F238", "30L009", "30L022", "30L049", "31A0231", "31A0272", "31A1002", "31A112", "31A118", "31A12", "31A168", "31A235", "31A240", "31A244", "31A249", "31A28", "31A743", "31D11", "31E12", "31E34", "31F2", "31H24", "31H28", "31H36", "31H413", "31J03", "31L17", "32A04", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32B5", "32B8", "32C13", "32C2", "32C26", "32C32", "32F13", "32F52", "32G05", "32G17", "32G67", "32G89", "32I515", "33A37", "33B15", "33C30", "33G11", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D63", "36D7", "40E04", "41A128", "41K28", "42C40", "44V22", "44V24", "48A1110", "48A181", "48A244", "48B16", "51C45", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 266, "gt_codes": ["25G3(+211)", "25H15", "31A2225"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MATTER)", "19C211(EARLY CHRISTOLOGY)", "16A163(ARCHAIC NARRATIVE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MATTER)\", \"19C211(EARLY CHRISTOLOGY)\", \"16A163(ARCHAIC NARRATIVE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02(FENCE)", "53A02(GATE)"], "valid_json": true, "hf1": 0.08636363636363636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02(FENCE)\", \"53A02(GATE)\"]}", "finish": "stop"}, {"codes": ["31J04", "45E04", "19V22", "4F12"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J04\", 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"text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H28\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.2980891719745223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DISTANCE)", "39E25(DAILY LIFE)"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DISTANCE)\", \"39E25(DAILY LIFE)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.2393506493506493, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", 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[\"59G14(Germany)\", \"59P4049(River)\", \"59X1113(Lake/Sea/Coast)\", \"59Z344\", \"59Z42\", \"59Z44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "89V220", "212M63"], "valid_json": true, "hf1": 0.12932642487046633, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12", "31F51", "53C34", "90C16"], "valid_json": true, "hf1": 0.07238095238095238, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\", \"31F51\", \"53C34\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.14047619047619048, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["46A36211", "37J", "37A", "37A33", "33C03(DIST)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A36211\", \"37J\", \"37A\", \"37A33\", \"33C03(DIST)\"]}", "finish": "stop"}, {"codes": ["21A18", "21B9", "41A21", "54A114", "54F13", "57A30"], "valid_json": true, "hf1": 0.13096262740656853, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"41A21\", \"54A114\", \"54F13\", \"57A30\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24J24", "24J21"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24J24\", \"24J21\"]}", "finish": "stop"}, {"codes": ["9B104(BOAT IN THE AIR)", "9B113(SHIP IN THE AIR)", "9B128(STARSHINED BATHMOS)", "9B131(None-Shot)", "9B132(Boat in Air Without Sail)", "9B132(Boat in Air With Sail)", "9B134(Walking Boat)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(BOAT IN THE AIR)\", \"9B113(SHIP IN THE AIR)\", \"9B128(STARSHINED BATHMOS)\", \"9B131(None-Shot)\", \"9B132(Boat in Air Without Sail)\", \"9B132(Boat in Air With Sail)\", \"9B134(Walking Boat)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A3701", "91A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A3701\", \"91A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.04470588235294118, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C3250", "22B1590####"], "valid_json": true, "hf1": 0.1418181818181818, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C3250\", \"22B1590####\"]}", "finish": "stop"}, {"codes": ["41A218", "41A93", "44C5894", "44D5", "44D19"], "valid_json": true, "hf1": 0.06632478632478632, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"44C5894\", \"44D5\", \"44D19\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06369611892330901, "best_hf1": 0.16285714285714287, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "15B20", "16G97", "212M63", "21A18", "21B9", "22B1590####", "22C3250", "24A12", "24J21", "24J24", "26C7", "31D11", "31F51", "31J83", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "32C4", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C03(DIST)", "37A", "37A33", "37J", "40L115", "41A21", "41A218", "41A93", "41B1", "41B3", "44C5894", "44D19", "44D5", "45E84", "46A36211", "47C1511", "53C34", "54A114", "54F13", "57A30", "59G14(Germany)", "59P4049(River)", "59X1113(Lake/Sea/Coast)", "59Z344", "59Z42", "59Z44", "73A3701", "89V220", "90C16", "91A8", "92L42", "9B104(BOAT IN THE AIR)", "9B113(SHIP IN THE AIR)", "9B128(STARSHINED BATHMOS)", "9B131(None-Shot)", "9B132(Boat in Air With Sail)", "9B132(Boat in Air Without Sail)", "9B134(Walking Boat)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 275, "gt_codes": ["31A235", "31D15:61BB", "61B:31A2212(+1)"], "greedy": {"codes": ["10B11", "10B12", "10B13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B12\",\n \"10B13\"\n ]\n}\n```"}, "samples": [{"codes": ["591L4(GROSSMARKT)", "591L4(HAARLEM)", "591L4(BIODONK)", "591L4(MIDDEN)", "591L4(GROSSEN MARKT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"591L4(GROSSMARKT)\", \"591L4(HAARLEM)\", \"591L4(BIODONK)\", \"591L4(MIDDEN)\", \"591L4(GROSSEN MARKT)\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "523A"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"523A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.21714285714285717, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12A(LETTER/PLAINPAPERORPRINT)", "33A29(DIARPPLIED)", "33A32(LINEORTHREEWIREWTEDDIPPLIED)"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LETTER/PLAINPAPERORPRINT)\", \"33A29(DIARPPLIED)\", \"33A32(LINEORTHREEWIREWTEDDIPPLIED)\"]}", "finish": "stop"}, {"codes": ["211D18", "211O13", "211O15", "211O66", "211O68", "31A13"], "valid_json": true, "hf1": 0.14615384615384613, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"211D18\", \"211O13\", \"211O15\", \"211O66\", \"211O68\", \"31A13\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["92L54", "92L43", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L54\", \"92L43\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16.1.1932", "16.3.1", "16.3.101", "19.E", "19.I"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1.1932\", \"16.3.1\", \"16.3.101\", \"19.E\", \"19.I\"]}", "finish": "stop"}, {"codes": ["15B20", "33D11", "33F1", "13A3"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"33D11\", \"33F1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0631941391941392, "best_hf1": 0.21714285714285717, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "12F52(DIGRESSIVE)", "13A3", "15B20", "16.1.1932", "16.3.1", "16.3.101", "19.E", "19.I", "211D18", "211O13", "211O15", "211O66", "211O68", "21D25", "21D32", "22A107", "22B159", "22C3250", "23F9", "24A12A(LETTER/PLAINPAPERORPRINT)", "25G98", "25G99", "31A13", "31J03", "33A06211", "33A06212", "33A06213", "33A10", "33A12", "33A29(DIARPPLIED)", "33A32(LINEORTHREEWIREWTEDDIPPLIED)", "33D11", "33F1", "35B2", "35C7", "45E04", "47C1511", "48A1", "48A244", "48B3", "5161", "5162", "51C45", "523A", "591L4(BIODONK)", "591L4(GROSSEN MARKT)", "591L4(GROSSMARKT)", "591L4(HAARLEM)", "591L4(MIDDEN)", "92L43", "92L54"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 276, "gt_codes": ["24A1", "25F24(CAMEL)", "71C3222", "86(POST LUCTAM BENEDICETUR)"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE DEVIL)", "59G13(GRUNGE ANGEL)", "63B13(ARCHAIC NARRATIVE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE DEVIL)\", \"59G13(GRUNGE ANGEL)\", \"63B13(ARCHAIC NARRATIVE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "33B15", "33B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"33B15\", \"33B16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "19F04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"19F04\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(HAIR)", "29B33A(HEAD)", "29B33(FACE)", "29D41(EYES)", "29D43(NOSE)", "29D44(MOUTH)", "29D45(EARS)", "29F41(LEG)", "29F43(FOOT)", "29F44(FINGER)", "29F45(EOE)", "29F46(NAIL)", "29G41(HAND)", "29G45(KNEE)", "30D33A(THUMB)"], "valid_json": true, "hf1": 0.2424742268041237, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"29B33A(HEAD)\", \"29B33(FACE)\", \"29D41(EYES)\", \"29D43(NOSE)\", \"29D44(MOUTH)\", \"29D45(EARS)\", \"29F41(LEG)\", \"29F43(FOOT)\", \"29F44(FINGER)\", \"29F45(EOE)\", \"29F46(NAIL)\", \"29G41(HAND)\", \"29G45(KNEE)\", \"30D33A(THUMB)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H166", "11H168", "31A132", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H166\", \"11H168\", \"31A132\", \"31A181\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.07918781725888324, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24D24", "14601"], "valid_json": true, "hf1": 0.11479166666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24D24\", \"14601\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(ELVIS PRESLEY)\", \"9B284(AMBASSADOR SOLJA)\", \"9B108(EARL WHITE)\", \"25C10(RISE OF 0.ETE)]\\n\\nThis image is one of the most famous digital forgeries, showcasing William Blunket's well-published but bogus drawing of 'Yo' Mama' by Lord Byron and his 'King' Cullinan. The drawing is actually a fictional re-creation of the 'Yo' Mama' poem, which was originally written by Lord Byron in 1802. The drawing depicts Byron in a theatrical robe and mask, and his 'cullinan' (a hypothetical person of the time) in a military uniform, posing for a portrait. The forgery claims that the 'cullinan' is Byron's friend, and that the 'Yo' Mama' poem was written for him. The forger Blunket has cleverly used a number of intentional errors, such as the misspelling of 'Byron' as 'Beyron', to convince readers that the drawing is a forgery. However, these errors are actually intentional, and Blunket's forgery is one of the most well-published and notorious in history.", "finish": "stop"}, {"codes": ["16G97", "32A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A16\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A9791", "48A9792"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A9791\", \"48A9792\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "49A185"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FORCED)\", \"121D241(UNHOLY)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.027278356920604603, "best_hf1": 0.2424742268041237, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H118", "11H119", "11H166", "11H168", "11H24", "11H28", "11H743", "121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "14601", "15B20", "16G97", "19F04", "24A12A(LOCKS)", "24A20A(HAIR)", "24D24", "29B33(FACE)", "29B33A(HEAD)", "29D41(EYES)", "29D43(NOSE)", "29D44(MOUTH)", "29D45(EARS)", "29F41(LEG)", "29F43(FOOT)", "29F44(FINGER)", "29F45(EOE)", "29F46(NAIL)", "29G41(HAND)", "29G45(KNEE)", "2E198", "2E199", "30D33A(THUMB)", "31A132", "31A181", "31D11", "31J03", "32A107", "32A16", "32B107", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33B15", "33B16", "33C17", "40L115", "45E04", "45E22", "45E24", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A9791", "48A9792", "48A98211", "48A98751", "48C1511", "49A185", "59G13(GRUNGE ANGEL)", "59G14(GRUNGE FORM)", "59G24(GRUNGE DEVIL)", "63B13(ARCHAIC NARRATIVE)", "92L42"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 277, "gt_codes": ["42G1", "44B194"], "greedy": {"codes": ["10B11", "10B12", "10B13", "10B14", "10B15", "10B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B12\",\n \"10B13\",\n \"10B14\",\n \"10B15\",\n \"10B16\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(Germanic-\u00adNorman\u00e8)", "49I22(Germanic-\u00adNorman)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adNorman\u00e8)\", \"49I22(Germanic-\u00adNorman)\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "21B06"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"21B06\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(HAIR)", "29B33A(HEAD)", "29B33(FACE)", "29D41(EYES)", "29D43(NOSE)", "29D45(MOUTH)", "29D46(EARED", "48A61(LEG)", "48A63(FOOT)", "53C11(FLOWER)", "53C11(FLOWER SUBSET)", "53C12(FLOWER SUBSET)", "53C11(FLOWER SUBSET)", "53C24(FLOWER)]", "53C24(FLOWER)", "53C24(FLOWER)", "53C24(FLOWER)", "53D41(BUYING)", "53D41(BUYING)", "53D41(BUYING)"], "valid_json": true, "hf1": 0.03304347826086956, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"29B33A(HEAD)\", \"29B33(FACE)\", \"29D41(EYES)\", \"29D43(NOSE)\", \"29D45(MOUTH)\", \"29D46(EARED\", \"48A61(LEG)\", \"48A63(FOOT)\", \"53C11(FLOWER)\", \"53C11(FLOWER SUBSET)\", \"53C12(FLOWER SUBSET)\", \"53C11(FLOWER SUBSET)\", \"53C24(FLOWER)]\", \"53C24(FLOWER)\", \"53C24(FLOWER)\", \"53C24(FLOWER)\", \"53D41(BUYING)\", \"53D41(BUYING)\", \"53D41(BUYING)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A16", "33A37", "33B2", "33F33", "33F63"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A16\", \"33A37\", \"33B2\", \"33F33\", \"33F63\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J491"], "valid_json": true, "hf1": 0.13220338983050847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J491\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G17", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "33B3", "33L11", "33S26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"33B3\", \"33L11\", \"33S26\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.08838526912181303, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(HALLIC UTENSIL)\", \"39A####(ARMOUR)\", \"41C149(LANGUAGE)\", \"48A911(PARAMOUNT)\", \"48A9AAA(HISTAM\")]", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.041801559198993414, "best_hf1": 0.13220338983050847, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "15B20", "16G17", "19B220", "1B104", "1B113", "21B06", "21D32", "22A107", "23F9", "24A12A(LOCKS)", "24A20A(HAIR)", "25G9818", "26C7", "29B33(FACE)", "29B33A(HEAD)", "29D41(EYES)", "29D43(NOSE)", "29D45(MOUTH)", "29D46(EARED", "31A0231", "31A0272", "31D11", "31J03", "32A19", "32A23", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A16", "33A17", "33A26", "33A37", "33B1", "33B2", "33B3", "33F33", "33F63", "33L11", "33S26", "34A31", "35B2", "35C7", "41A128", "45E04", "48A1", "48A244", "48A61(LEG)", "48A63(FOOT)", "48B3", "48C1511", "49I22(Germanic-\u00adNorman)", "49J491", "51C45", "51F13", "51G6", "51M5", "52A9", "53C11(FLOWER SUBSET)", "53C11(FLOWER)", "53C12(FLOWER SUBSET)", "53C24(FLOWER)", "53C24(FLOWER)]", "53D41(BUYING)", "59G14(Germanic-\u00adNorman\u00e8)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 278, "gt_codes": ["49H3", "83(OGILBY, America)"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["27A107(woodblockcut)", "27A117(Paint)", "27A117(Paint)", "10050", "53A02(FENCE)", "53A02(GATE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107(woodblockcut)\", \"27A117(Paint)\", \"27A117(Paint)\", \"10050\", \"53A02(FENCE)\", \"53A02(GATE)\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J83012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J83012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(PORE)", "24C1A(ETUIT DE BOULET)", "24W5000"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"24C1A(ETUIT DE BOULET)\", \"24W5000\"]}", "finish": "stop"}, {"codes": ["25H118", "25H74", "25H80"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H118\", \"25H74\", \"25H80\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u4e66\u7c4d\u7684\u63d2\u56fe\u3002\u4e0a\u8ff0Iconclass\u4ee3\u7801\u51c6\u786e\u5730\u63cf\u8ff0\u4e86\u8be5\u56fe\u50cf\u7684\u5173\u952e\u5143\u7d20\u548c\u4e0a\u4e0b\u6587\uff1a\\n* **37P**: \u4f5c\u4e3a\u6838\u5fc3\uff0c\u5b83\u5206\u7c7b\u4e86\u62a4\u7406\u8bb0\u5f55\u7684\u89c6\u89c9\u5143\u7d20\uff0c\u5373\u4e00\u5f20\u63d2\u56fe\u3002\\n* **37L**: \u63cf\u8ff0\u4e86\u4e00\u5e45\u4eba\u7269\u6216\u573a\u666f\u7684\u56fe\u6848\u3002\\n* **37J**: \u8fdb\u4e00\u6b65\u5177\u4f53\u5316\u4e3a\u6240\u63cf\u7ed8\u7684\u4e3b\u9898\u2014\u2014\u690d\u7269\u548c\u529f\u80fd\u690d\u7269\u3002\\n* **36A06211**: \u7531\u4e8e\u80cc\u666f\u4e2d\u7684\u98ce\u666f\u5e76\u4e0d\u7a81\u51fa\uff0c\u8fd9\u4e2a\u6807\u7b7e\u88ab\u6392\u9664\u3002\"}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J4912\", \"515A21\"], \"iconclass-interpretation\": \"View of a forest with trees and undergrowth (25G9818); landscape (49J4912); American landscape (515A21)\".", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19TH CENTURYILITY)", "25H329", "25H331", "25H217"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19TH CENTURYILITY)\", \"25H329\", \"25H331\", \"25H217\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"most_relevant_code\": \"20C33\"}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.013224431818181817, "best_hf1": 0.095, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["10050", "11A1", "11A238", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "12D48", "12F52(DIGRESSIVE)", "16G97", "1B104(19TH CENTURYILITY)", "20C33", "21L103", "22B159", "22C3250", "23F93", "24A12A(LOCKS)", "24A20A(PORE)", "24C1A(ETUIT DE BOULET)", "24W5000", "25H118", "25H217", "25H329", "25H331", "25H74", "25H80", "27A107(woodblockcut)", "27A117(Paint)", "31A0231", "31A0272", "31A1002", "31A12", "31F12", "31H404", "31J83011", "31J83012", "32A19", "34A31", "41A128", "47C1511", "48A98211", "48A98751", "53A02(FENCE)", "53A02(GATE)", "59G14(GRUNGE FORM)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 279, "gt_codes": ["25H11", "25H216", "41A771:25D13(COPPER)", "41A7751", "47I21(+945)", "47I228"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"20B11\",\n\t\"20B12\",\n\t\"20B13\",\n\t\"20B14\",\n\t\"20B15\",\n\t\"20B16\",\n\t\"20B17\",\n\t\"20B18\",\n\t\"20B19\",\n\t\"20B20\",\n\t\"20B21\",\n\t\"20B22\",\n\t\"20B23\",\n\t\"20B24\",\n\t\"20B25\",\n\t\"20B26\",\n\t\"20B27\",\n\t\"20B28\",\n\t\"20B29\",\n\t\"20B30\",\n\t\"20B31\",\n\t\"20B32\",\n\t\"20B33\",\n\t\"20B34\",\n\t\"20B35\",\n\t\"20B36\",\n\t\"20B37\",\n\t\"20B38\",\n\t\"20B39\",\n\t\"20B40\",\n\t\"20B41\",\n\t\"20B42\",\n\t\"20B43\",\n\t\"20B44\",\n\t\"20B45\",\n\t\"20B46\",\n\t\"20B47\",\n\t\"20B48\",\n\t\"20B49\",\n\t\"20B50\",\n\t\"20B51\",\n\t\"20B52\",\n\t\"20B53\",\n\t\"20B54\",\n\t\"20B55\",\n\t\"20B56\",\n\t\"20B57\",\n\t\"20B58\",\n\t\"20B59\",\n\t\"20B60\",\n\t\"20B61\",\n\t\"20B62\",\n\t\"20B63\",\n\t\"20B64\",\n\t\"20B65\",\n\t\"20B66\",\n\t\"20B67\",\n\t\"20B68\",\n\t\"20B69\",\n\t\"20B70\",\n\t\"20B71\",\n\t\"20B72\",\n\t\"20B73\",\n\t\"20B74\",\n\t\"20B75\",\n\t\"20B76\",\n\t\"20B77\",\n\t\"20B78\",\n\t\"20B79\",\n\t\"20B80\",\n\t\"20B81\",\n\t\"20B82\",\n\t\"20B83\",\n\t\"20B84\",\n\t\"20B85\",\n\t\"20B86\",\n\t\"20B87\",\n\t\"20B88\",\n\t\"20B89\",\n\t\"20B90\",\n\t\"20B91\",\n\t\"20B92\",\n\t\"20B93\",\n\t\"20B94\",\n\t\"20B95"}, "samples": [{"codes": ["31A240", "31A244", "31A249", "11A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A240\", \"31A244\", \"31A249\", \"11A30\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "46C4", "75L6"], "valid_json": true, "hf1": 0.04000000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"46C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["31A118", "31A743", "31A112", "31A166", "31H36", "31H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"31A112\", \"31A166\", \"31H36\", \"31H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A235", "10E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"10E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.13842857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["30A04", "31C13", "31C32", "31F13", "31G67", "32A09", "32B05", "32G37"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A04\", \"31C13\", \"31C32\", \"31F13\", \"31G67\", \"32A09\", \"32B05\", \"32G37\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138330(LANDSCAPE WITH FIGURE(S) ON A ROAD)", "3155", "31E4", "31E6", "33A7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138330(LANDSCAPE WITH FIGURE(S) ON A ROAD)\", \"3155\", \"31E4\", \"31E6\", \"33A7\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.09904761904761905, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D250(FORCED DIGGING)", "43A41", "43A51", "44F51(GROUSSER ZOOM)", "44E23", "44F31", "44F41"], "valid_json": true, "hf1": 0.1383233532934132, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250(FORCED DIGGING)\", \"43A41\", \"43A51\", \"44F51(GROUSSER ZOOM)\", \"44E23\", \"44F31\", \"44F41\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.1292507204610951, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.034065641514418675, "best_hf1": 0.13842857142857143, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "10E34", "11A16", "11A30", "121D2(DIGGING)", "121D250(FORCED DIGGING)", "12I515", "138330(LANDSCAPE WITH FIGURE(S) ON A ROAD)", "16G97", "23F9", "30A04", "30A12", "30B51", "30C1511", "30C34", "30C36", "30C37", "30F238", "30W51", "3155", "31A0231", "31A0272", "31A1002", "31A112", "31A118", "31A12", "31A166", "31A235", "31A240", "31A244", "31A249", "31A28", "31A51213", "31A743", "31C13", "31C32", "31D11", "31E12", "31E4", "31E6", "31F12", "31F13", "31F2", "31G67", "31H24", "31H28", "31H36", "31H40411", "31H413", "31J84011", "31J88911", "31L17", "32A09", "32A107", "32A19", "32A43", "32B05", "32B107", "32B114", "32B15", "32C2", "32C26", "32G37", "33A7", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A128", "43A41", "43A51", "44E23", "44F31", "44F41", "44F51(GROUSSER ZOOM)", "46C4", "48A181", "48A244", "48B16", "51C45", "60A3", "63A05", "75L6", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 280, "gt_codes": ["25G411(FLAG)", "41A671"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["31A240", "31A244", "31A249", "11A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A240\", \"31A244\", \"31A249\", \"11A30\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31F238\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30C009", "30C022"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30C009\", \"30C022\"]}", "finish": "stop"}, {"codes": ["31A118", "31A743", "11A01", "11A116", "53L43"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"11A01\", \"11A116\", \"53L43\"]}", "finish": "stop"}, {"codes": ["31C151", "31A4", "31D231", "13C21"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31C151\", \"31A4\", \"31D231\", \"13C21\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\"]}", "finish": "stop"}, {"codes": ["31A235", "31E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A251", "44A43", "44A441"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A251\", \"44A43\", \"44A441\"]}", "finish": "stop"}, {"codes": ["32A04", "32C13", "32C32", "32F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"32C13\", \"32C32\", \"32F13\"]}", "finish": "stop"}, {"codes": ["11G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31A212", "31B50", "31C01"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31A212\", \"31B50\", \"31C01\"]}", "finish": "stop"}, {"codes": ["31A235", "31A275", "31F20", "31G12", "31G418"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A275\", \"31F20\", \"31G12\", \"31G418\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, 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\"12F2265(sculpture)\", \"12F2272(stained glass)\", \"12F2296(origin)\", \"12F2299(female)\", \"12F2302(mysterious)\", \"12F2305(animal)\", \"12F2312(plant)\", \"12F2315(product)\", \"12F2323(tom)\", \"12F2345(globe)\", \"12F2390(collection)\", \"12F4000(frame)\", \"12F4005(plot)\", \"12F4010(mural)\", \"12F4011(book)\", \"12F4012(journal)\", \"12F4013(magazine)\", \"12F4014(pamphlet)\", \"12F4015(composition)\", \"12F4019(art)\", \"12F4022(mural)\", \"12F4029(caricature)\", \"12F4037(painting)\", \"12F4038(drawing)\", \"12F4041(plot)\", \"12F4042(script)\", \"12F4044(legend)\", \"12F4053(museum)\", \"12F4055(bibliography)\",", "finish": "length"}, {"codes": ["31A235", "23F9", "51C45", "41A24"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"41A24\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0279417194092827, "best_hf1": 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"all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C111", "31A4", "31D231", "13C21"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C111\", \"31A4\", \"31D231\", \"13C21\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], 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"hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.006361607142857143, "best_hf1": 0.05428571428571429, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A8", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12F52(DRAWING)", "13A3701", "13C21", "15B20", "16G97", "1B104", "1B113", "20F9", "21A15", "21D25", "21D32", "305B", "30A12A", "30A12B", "30L009", "30L022", "31A0231", "31A0272", "31A181", "31A184", "31A235", "31A4", "31D11", "31D231", "31J03", "32A1002", "32A107", "32A12", "32A19", "32B107", "32B114", "32B15", "32C111", "32C4", "33A4", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B232", "37B248", "41A128", "45E04", "45E22", "45E246", "45E406", "45E512", "48A125", "48A244", "5161", "5162", "51C45", "53A", "59A14011", "59A14411", "59C21111", "59C42", "63A05", "6K15163", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 282, "gt_codes": ["25H", "46C13142", "47I213", "47I214", "47I221"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G111(BIODATA/ECOLOGY)", "63B13(ARCHAEOLOGICAL DIG)", "2B212(A LOTTERY)"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G111(BIODATA/ECOLOGY)\", \"63B13(ARCHAEOLOGICAL DIG)\", \"2B212(A LOTTERY)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "48C4", "75L6"], "valid_json": true, "hf1": 0.041081081081081085, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"48C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.14, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["31A235", "10E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"10E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.055052264808362374, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["33A04", "33C13", "33C32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A04\", \"33C13\", \"33C32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720", "31D112", "31D117", "31D124"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D112\", \"31D117\", \"31D124\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.07999999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.13022146507666102, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03027217568538153, "best_hf1": 0.14, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "10E34", "11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DRAWING)", "12I515", "16G97", "23F9", "2B212(A LOTTERY)", "30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A25", "31A51213", "31A72", "31A77", "31A89", "31A96", "31D112", "31D117", "31D124", "31D16", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A04", "33A17", "33C13", "33C32", "34A31", "37B232", "37B248", "41A128", "41B1", "41B3", "47C1511", "48A244", "48C4", "51C45", "51F13", "59G111(BIODATA/ECOLOGY)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "60A3", "63A05", "63B13(ARCHAEOLOGICAL DIG)", "75L6", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 283, "gt_codes": ["48C142", "47I"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.16632352941176473, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A16A(WATERLIFT)", "24A18(WATERLIFT)", "24A2WATERLIFT", "24A217", "24A42"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A16A(WATERLIFT)\", \"24A18(WATERLIFT)\", \"24A2WATERLIFT\", \"24A217\", \"24A42\"], \"description\": \"Right bank of the Scheldt with industry and wash.\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.14250000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u8be6\u7ec6\u6807\u6ce8\u5730\u56fe\uff0c\u5c55\u793a\u4e86\u57ce\u5e02\u8857\u9053\u548c\u5efa\u7b51\u7684\u5e03\u5c40\u3002\u6839\u636e\u5176\u5185\u5bb9\uff0c\u53ef\u4ee5\u5206\u7c7b\u4e3a\u57ce\u5e02\u5730\u56fe\u548c\u8857\u9053\u56fe\u3002\"}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05S32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05S32\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "25H32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"25H32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGITAL FILE)", "22C32", "22C34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGITAL FILE)\", \"22C32\", \"22C34\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03407514252659702, "best_hf1": 0.16632352941176473, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S32", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGITAL FILE)", "15B20", "16G97", "1B104", "1B113", "22C32", "22C34", "23F9", "24A12A(LOCKS)", "24A16A(WATERLIFT)", "24A18(WATERLIFT)", "24A217", "24A2WATERLIFT", "24A42", "25G18", "25G93", "25H32", "31A0231", "31A0272", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B15", "33C17", "33C30", "34A31", "41A128", "41B1", "41B3", "41K28", "42C40", "45E04", "45E22", "45E246", "47C1511", "51C45", "51F13", "59G14(GRUNGE FORM)", "63A05", "73A", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 284, "gt_codes": ["31A233", "31D12", "34D111"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.3774358974358974, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B220", "212"], "valid_json": true, "hf1": 0.152755905511811, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B220\", \"212\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "10A10", "24A26"], "valid_json": true, "hf1": 0.06628571428571428, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"10A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.07945205479452057, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31C172"], "valid_json": true, "hf1": 0.5101822079314041, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", 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"1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.06647887323943662, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.27817258883248736, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": 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"finish": "stop"}, {"codes": ["36A0621", "36D0", "36D06", "36D07", "36D25", "36D42", "36D43", "36D56", "36D61"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A0621\", \"36D0\", \"36D06\", \"36D07\", \"36D25\", \"36D42\", \"36D43\", \"36D56\", \"36D61\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "15E1515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"15E1515\", \"11A16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31L2", "48B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31L2\", \"48B16\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITAL FILE)", "22C3250"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL FILE)\", \"22C3250\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "41A24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"41A24\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["01A214", "11A16", "11A218", "11E18", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGITAL FILE)", "13A3", "15B20", "15E1515", "16G97", "16I19", "1B104", "1B113", "21D32", "22A107", "22B(KINDLERING SOUVENIR BOX)", "22C3250", "23E12", "23F9", "24A10", "24A12A", "24A12B", "25G18", "25G93", "31D11", "31J03", "31L2", "33A03", "33A10", "33A12", "33B1", "33E16", "33L02", "36A0621", "36D0", "36D06", "36D07", "36D25", "36D42", "36D43", "36D56", "36D61", "41A24", "45E04", "47C1511", "48B16", "51613", "51C45", "591L40"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 300, "gt_codes": ["73C8522"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G3(GRUNGE FORM)", "59G1(GRUNGE FORM)", "23A42410", "30D253"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G3(GRUNGE FORM)\", \"59G1(GRUNGE FORM)\", \"23A42410\", \"30D253\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(TEMPERANCE)", "24A33A(ABUNDANCE)", "24B3B(AMOR VITAE(FORTWHEWTED HOPE))"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPERANCE)\", \"24A33A(ABUNDANCE)\", \"24B3B(AMOR VITAE(FORTWHEWTED HOPE))\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31B17", "05A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31B17\", \"05A31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THCENTILITY)", "28D329", "28D3(PLANTAR FRICTION)", "28C29011", "28D17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THCENTILITY)\", \"28D329\", \"28D3(PLANTAR FRICTION)\", \"28C29011\", \"28D17\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MIDI)", "41C149(LANGUAGE: LATE)", "41E102(SHIRT)", "55B25(DDRAWING LARGE)", "55B38(DDRAWING LARGE)", "55B39(DDRAWING LARGE)", "71C33(PLATE)", "71C33(PLATE)", "71C33(PLATE)", "71C33(PLATE)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MIDI)\", \"41C149(LANGUAGE: LATE)\", \"41E102(SHIRT)\", \"55B25(DDRAWING LARGE)\", \"55B38(DDRAWING LARGE)\", \"55B39(DDRAWING LARGE)\", \"71C33(PLATE)\", \"71C33(PLATE)\", \"71C33(PLATE)\", \"71C33(PLATE)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0249375, "best_hf1": 0.152, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A1", "11A218", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGRESSIVE)", "15B20", "16G97", "22C32(BACKDROP OR SETTING)", "23A42410", "23F9", "24A12A(TEMPERANCE)", "24A33A(ABUNDANCE)", "24B3B(AMOR VITAE(FORTWHEWTED HOPE))", "25G98", "25G99", "28C29011", "28D17", "28D3(PLANTAR FRICTION)", "28D329", "30D253", "31A51213", "31B17", "31D11", "31D16", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33C17", "39A####(MIDI)", "41C149(LANGUAGE: LATE)", "41E102(SHIRT)", "44E51", "47I34", "48A98211", "48A98751", "48C1511", "51C45", "55B25(DDRAWING LARGE)", "55B38(DDRAWING LARGE)", "55B39(DDRAWING LARGE)", "59G1(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G3(GRUNGE FORM)", "60A3", "71C33(PLATE)", "73A", "73A244", "99K4(ORIGINAL CREATION)", "9B104(19THCENTILITY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 301, "gt_codes": ["92D1916", "48C16", "46A122", "48C7322", "45C221", "48A9831", "48A9832"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["48A14011", "48A14411", "48C51111", "48C51631", "33A", "33C"], "valid_json": true, "hf1": 0.38, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A14011\", \"48A14411\", \"48C51111\", \"48C51631\", \"33A\", \"33C\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["48J04", "48E04", "48E22", "48E246", "48E406", "48E512"], "valid_json": true, "hf1": 0.3240256959314775, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48J04\", \"48E04\", \"48E22\", \"48E246\", \"48E406\", \"48E512\"]}", "finish": "stop"}, {"codes": ["24A12", "11H51", "11C34", "90C16"], "valid_json": true, "hf1": 0.03454545454545454, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\", \"11H51\", \"11C34\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.24940568475452196, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A98211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u8be6\u7ec6\u63cf\u7ed8\u4e86 Austrian coat of arms \u7684\u7248\u753b\u3002\u5fbd\u7ae0\u4e2d\u592e\u6709\u9752\u86d9\u548c\u7687\u51a0\u7b49\u5143\u7d20\uff0c\u5468\u56f4\u88c5\u9970\u7740\u7ecf\u5178\u7684\u5df4\u6d1b\u514b\u827a\u672f\u98ce\u683c\u7684\u85e4\u8513\u548c\u771f\u7684\u88c5\u9970\uff0c\u5c55\u793a\u4e86\u6b27\u6d32\u4f20\u7edf\u7eb9\u7ae0\u8bbe\u8ba1\u3002\u56e0\u6b64\uff0c\u76f8\u5173\u56fe\u6807\u7c7b\u4ee3\u7801\u5305\u62ec\uff1a48A98211\uff08coat-of-arms\uff09\uff0c37J\uff08coat-of-arms\uff09\uff0c37L\uff08Fruit basket and bowl with coat-of-arms\uff09\uff0c37P\uff08coat-of-arms of Austria\uff09\u3002\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "11E1715", "33G11", "33G12", "90A13", "48B90", "48C11", "48D83", "48D84"], "valid_json": true, "hf1": 0.24776869893148962, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"11E1715\", \"33G11\", \"33G12\", \"90A13\", \"48B90\", \"48C11\", \"48D83\", \"48D84\"]}", "finish": "stop"}, {"codes": ["48A92314", "48A9724", "48A9764", "48A9163"], "valid_json": true, "hf1": 0.5260313630880579, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A92314\", \"48A9724\", \"48A9764\", \"48A9163\"]}", "finish": "stop"}, {"codes": ["48A54", "48C13", "48C32", "48C14", "48A672"], "valid_json": true, "hf1": 0.5124914315844978, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A54\", \"48C13\", \"48C32\", \"48C14\", \"48A672\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A1", "15E1", "15A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A1\", \"15E1\", \"15A8\", \"32C4\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A1", "48B32"], "valid_json": true, "hf1": 0.19493228484054173, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A1\", \"48B32\"]}", "finish": "stop"}, {"codes": ["33C23", "31A14", "24A150", "49A185"], "valid_json": true, "hf1": 0.07682119205298013, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33C23\",\n \"31A14\",\n \"24A150\",\n \"49A185\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["48A2185", "48A3151", "48A415", "48A138", "48A213", "48A215"], "valid_json": true, "hf1": 0.428695652173913, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48A3151\", \"48A415\", \"48A138\", \"48A213\", \"48A215\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1859198411189334, "best_hf1": 0.5260313630880579, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11C34", "11E12", "11E1515", "11E1615", "11E1715", "11E18", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H51", "11H743", "15A1", "15A8", "15E1", "16G97", "18B16", "20C33", "21B10", "24A12", "24A150", "25A1", "25G98", "25G99", "31A14", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "32C4", "33A", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33C", "33C17", "33C23", "33G11", "33G12", "48A1", "48A138", "48A14011", "48A14411", "48A213", "48A215", "48A2185", "48A3151", "48A415", "48A54", "48A672", "48A9163", "48A92314", "48A9724", "48A9764", "48B32", "48B90", "48C11", "48C13", "48C14", "48C1511", "48C32", "48C51111", "48C51631", "48D83", "48D84", "48E04", "48E22", "48E246", "48E406", "48E512", "48J04", "49A185", "90A13", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 302, "gt_codes": ["31A2422", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59G14(GRECCIAN PORTRAIT)", "59G14(Roman PORTRAIT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRECCIAN PORTRAIT)\", \"59G14(Roman PORTRAIT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.11875000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.3453614457831325, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u5973\u6027\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u7a7f\u774017/18\u4e16\u7eaa\u7684\u670d\u88c5\u3002\u5979\u4f1a\u5fae\u7b11\uff0c\u53d1\u578b\u548c\u8eab\u4f53\u6bd4\u4f8b\u662f\u7ecf\u5178\u7684\u5df4\u6d1b\u514b\u827a\u672f\u98ce\u683c\u3002\u56e0\u6b64\uff0c\u4e0e\u8096\u50cf\u827a\u672f\uff08\u598237K\uff09\u548c\u4eba\u7269\u9762\u90e8\u8868\u60c5\u76f8\u5173\u7684\u7c7b\u7b26\u662f\u76f8\u5173\u7684\u3002\u670d\u88c5\u548c\u73af\u5883\u4e5f\u53cd\u6620\u4e86\u8fd9\u4e00\u65f6\u671f\u7684\u5ba1\u7f8e\u3002\u5176\u4ed6\u7c7b\u7b26\u786e\u5b9e\u6d89\u53ca\u670d\u9970\u548c\u6027\u522b\u8868\u8fbe\uff0c\u4f4637K\u300137F\u300137P\u300137D\u548c37x\u662f\u6700\u76f4\u63a5\u7684\uff0c\u56e0\u6b64\u5b83\u4eec\u9996\u5148\u88ab\u5217\u51fa\u3002\"}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.2590909090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.31590551181102355, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "31B117", "31B124"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"31B117\", \"31B124\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12482817023924514, "best_hf1": 0.3453614457831325, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DRAWING)", "15B20", "16G97", "1B104", "1B113", "20F9", "21A15", "21D25", "21D32", "305B", "30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5", "31A0231", "31A0272", "31A1002", "31A12", "31A181", "31A184", "31A235", "31B112", "31B117", "31B124", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "34A31", "37B232", "37B248", "41A128", "45E04", "45E22", "45E24", "45F04", "48A125", "48A244", "48C1511", "5161", "5162", "51C45", "53A", "59G14(GRECCIAN PORTRAIT)", "59G14(Roman PORTRAIT)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 303, "gt_codes": ["25H", "41A18", "46C11", "46C131", "46C13141"], "greedy": {"codes": ["40B11", "40B12", "40B13", "40B14"], "valid_json": true, "hf1": 0.17528089887640452, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"40B11\",\n \"40B12\",\n \"40B13\",\n \"40B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G111(BIODIVERSITY)", "59G30(DIVERSE PLANTS)", "59G42(FLOWERS AND HERBS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G111(BIODIVERSITY)\", \"59G30(DIVERSE PLANTS)\", \"59G42(FLOWERS AND HERBS)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.15163097199341025, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A)WRECKAGE", "24A23B(LOCKETS), (24A23B)WATCHES, (24A23B)BRACELETS, (24A23B)NECKLACES, (24A23B)RINGS ETC", "24A23B(LOCKETS), (24A23B)WATCHES, (24A23B)BRACELETS, (24A23B)NECKLACES, (24A23B)RINGS ETC"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WRECKAGE\", \"24A23B(LOCKETS), (24A23B)WATCHES, (24A23B)BRACELETS, (24A23B)NECKLACES, (24A23B)RINGS ETC\", \"24A23B(LOCKETS), (24A23B)WATCHES, (24A23B)BRACELETS, (24A23B)NECKLACES, (24A23B)RINGS ETC\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.07238095238095238, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DISTANCE)", "39E25(RAGGED),%20%20TERRAIN", "41C11"], "valid_json": true, "hf1": 0.08848758465011287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DISTANCE)\", \"39E25(RAGGED),%20%20TERRAIN\", \"41C11\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31B17", "05A32"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31B17\", \"05A32\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.17202702702702705, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["43A04", "43C13", "43C32", "44F13"], "valid_json": true, "hf1": 0.17528089887640452, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43A04\", \"43C13\", \"43C32\", \"44F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "44A8", "44C40"], "valid_json": true, "hf1": 0.11936675461741424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"44A8\", \"44C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.13818181818181816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURT)\", \"121D270,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)\"}]", "finish": "stop"}, {"codes": ["46A238", "46A93151", "48C415", "48D1", "48D11"], "valid_json": true, "hf1": 0.2769963898916968, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A238\", \"46A93151\", \"48C415\", \"48D1\", \"48D11\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0845428581845106, "best_hf1": 0.2769963898916968, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A1", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "15B20", "16G97", "24A12A(LOCKS), (24A12A)WRECKAGE", "24A23B(LOCKETS), (24A23B)WATCHES, (24A23B)BRACELETS, (24A23B)NECKLACES, (24A23B)RINGS ETC", "25G98", "25G99", "305B28", "31A0231", "31A0272", "31A1002", "31A12", "31B17", "31D11", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33B1", "34A31", "36A06211", "37J", "37L", "37P33", "39B03(DISTANCE)", "39E25(RAGGED),%20%20TERRAIN", "41A128", "41B1", "41B3", "41C11", "43A04", "43A3701", "43C13", "43C32", "44A8", "44C40", "44F13", "45E04", "45E22", "45G2", "46A238", "46A93151", "47C1511", "48C415", "48D1", "48D11", "59G111(BIODIVERSITY)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G30(DIVERSE PLANTS)", "59G42(FLOWERS AND HERBS)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 304, "gt_codes": ["61D(AMAZONIA)", "25I1"], "greedy": {"codes": ["25E01", "25E01", "25E01", "25E01"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25E01\", \"25E01\", \"25E01\", \"25E01\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03011", "31J03012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011\", \"31J03012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["25A12A(TEMPLE)", "25A13A(TEMPLE)", "25A14A(TEMPLE)", "30A4W5(Global Scene Urbanism)", "33D75(Geographical drawing)", "33D94(Map)", "31K149(Castle)", "31B46A(UNSECURE SURROUNDINGS)/DANGEROUS SURROUNDINGS"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25A12A(TEMPLE)\", \"25A13A(TEMPLE)\", \"25A14A(TEMPLE)\", \"30A4W5(Global Scene Urbanism)\", \"33D75(Geographical drawing)\", \"33D94(Map)\", \"31K149(Castle)\", \"31B46A(UNSECURE SURROUNDINGS)/DANGEROUS SURROUNDINGS\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(22ARSHAHS)", "1B208(25COAST)", "1B209(310HEAD)", "1B210(321HEAD)", "1C208", "25F23", "31D14"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(22ARSHAHS)\", \"1B208(25COAST)\", \"1B209(310HEAD)\", \"1B210(321HEAD)\", \"1C208\", \"25F23\", \"31D14\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "33B3", "33F11", "33F26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"33B3\", \"33F11\", \"33F26\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05196428571428572, "best_hf1": 0.16285714285714287, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A238", "11E1515", "11E162", "11E167", "11E18", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "15B20", "16G97", "1B104(19THC)", "1B204(22ARSHAHS)", "1B208(25COAST)", "1B209(310HEAD)", "1B210(321HEAD)", "1C208", "22B159", "22C3250", "23E12", "23F9", "25A12A(TEMPLE)", "25A13A(TEMPLE)", "25A14A(TEMPLE)", "25F23", "25G18", "25G93", "26C7", "27A107", "30A4W5(Global Scene Urbanism)", "31A0231", "31A0272", "31A235", "31B46A(UNSECURE SURROUNDINGS)/DANGEROUS SURROUNDINGS", "31D11", "31D14", "31F12", "31H404", "31J03011", "31J03012", "31K149(Castle)", "32A19", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33B3", "33D75(Geographical drawing)", "33D94(Map)", "33F11", "33F26", "34A31", "35B2", "35C7", "41A128", "48A244", "48C1511", "51C45", "52A9", "59G14(GRUNGE FORM)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 305, "gt_codes": ["11Q651", "31A231", "31A2421", "31A25552", "41A711", "46A122", "61B(+53)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113"], "valid_json": true, "hf1": 0.039949431099873575, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\",\n \"10B113\"\n ]\n}\n```"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.10500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.09242276422764228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["32J0301", "32J0302", "30B0212", "30B0240", "30B0252"], "valid_json": true, "hf1": 0.09747899159663867, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32J0301\", \"32J0302\", \"30B0212\", \"30B0240\", \"30B0252\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30L009", "30L022", "30L049"], "valid_json": true, "hf1": 0.09747899159663867, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30L009\", \"30L022\", \"30L049\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.07993282955499581, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48A6", "13N713", "15O24"], "valid_json": true, "hf1": 0.1225511432009627, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48A6\", \"13N713\", \"15O24\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.09666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.09747899159663867, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.2951189427312776, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.35422152560083586, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.03166666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.13966876971608833, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["10720", "37B112", "35B5", "37C701", "37A8", "37A40"], "valid_json": true, "hf1": 0.11861885790172642, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"37B112\", \"35B5\", \"37C701\", \"37A8\", \"37A40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.13411764705882354, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CARDS)\", \"121D270,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159\n\n121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26(####)**,121D26,121B159(####)},121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26(####)**,121D26,121B159(####)},121D26,121B159(####)},121D26,121B159\n\n\"", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.2929178470254958, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1347087896963186, "best_hf1": 0.35422152560083586, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H413", "11H743", "12B24", "13N713", "15O24", "16G97", "1B104", "1B113", "20F9", "21A15", "28D32", "305B", "30A12A", "30A12B", "30B0212", "30B0240", "30B0252", "30L009", "30L022", "30L049", "31A0231", "31A0272", "31A181", "31A184", "31A235", "32A10", "32A107", "32A12", "32A195", "32B107", "32B114", "32B15", "32J0301", "32J0302", "33A100", "33A102", "33A26", "33A4", "33C17", "34A31", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "37A40", "37A8", "37B112", "37C701", "41A128", "44E51", "47I34", "48A1", "48A18913", "48A244", "48A6", "48B3", "48C1511", "51C45", "51F13", "51G6", "51M5", "53A", "59A14011", "59A14411", "59C21111", "59C42", "63A05", "6K15163", "81A08", "99K4(ORIGINAL CREATION)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 306, "gt_codes": ["25F25(ELEPHANT)"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"99114(GRUNGE-STYLE PORTRAIT)\", \"49702(MUNICH)\", \"11A156(15TH-CENTURY-DESCRIPTIVE-STATUET)]\"}", "finish": "stop"}, {"codes": ["27A107", "95B107", "17B15", "95B107"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"95B107\", \"17B15\", \"95B107\"]}", "finish": "stop"}, {"codes": ["1CJ03011", "1CJ03012", "1CJ02", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1CJ03011\", \"1CJ03012\", \"1CJ02\", \"31H404\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ELPHANT)\", \"24A33A(ELPHANT E], \"24A32A(ELPHANT M\"]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H168", "11H169", "11A132", "11A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H168\", \"11H169\", \"11A132\", \"11A781\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["C2A12", "C2A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"C2A12\", \"C2A10\"]}", "finish": "stop"}, {"codes": ["86A062(AFRICAN FROM 1868 TO PRESENT)", "86A081('SOUTH'AFRICA)PRE-BORDERS TO 1868", "86A112('SOUTH'AFRICA)1868 TO 1900"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"86A062(AFRICAN FROM 1868 TO PRESENT)\", \"86A081('SOUTH'AFRICA)PRE-BORDERS TO 1868\", \"86A112('SOUTH'AFRICA)1868 TO 1900\"]}", "finish": "stop"}, {"codes": ["2E108", "2E193", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E108\", \"2E193\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(ELPHIDON)", "9B201(AMBULANCIA CEEPHALICA)", "9B202(AMBULANCIA SAFARIANA)", "9B203(AMBULANCIA)", "16A24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(ELPHIDON)\", \"9B201(AMBULANCIA CEEPHALICA)\", \"9B202(AMBULANCIA SAFARIANA)\", \"9B203(AMBULANCIA)\", \"16A24\"]}", "finish": "stop"}, {"codes": ["10397", "10399"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10397\", \"10399\"]}", "finish": "stop"}, {"codes": ["10720(Animal,clothed)", "10720(Animal,eager)", "10720(Animal,lurking)", "10720(Animal,sitting)", "10720(Animal,walking)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720(Animal,clothed)\", \"10720(Animal,eager)\", \"10720(Animal,lurking)\", \"10720(Animal,sitting)\", \"10720(Animal,walking)\"]}", "finish": "stop"}, {"codes": ["11E18", "11E18(c. 1670)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E18(c. 1670)\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230,121B159(####)**,121D230,121B159(GOURD,121D230,121B159(STONE BPOT)\", \"473815\", \"48B5230,121B159(DIGGING),48C5230,121B159(DIGERS),121D230,121B159(HOUGHT),121D230,121B159(POTTERY)],\n\n121D230,121B159(WAREHOUSE),48B515\"]\n", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C489"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C489\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.01725, "best_hf1": 0.1, "mean_code_recall": 0.0, "distinct_sets": 13, "union_codes": ["05331", "10397", "10399", "10720(Animal,clothed)", "10720(Animal,eager)", "10720(Animal,lurking)", "10720(Animal,sitting)", "10720(Animal,walking)", "11A132", "11A218", "11A781", "11E1515", "11E162", "11E167", "11E18", "11E18(c. 1670)", "11H(FRANCIS)", "11H118", "11H119", "11H168", "11H169", "11H743", "12C489", "16A24", "17B15", "1CJ02", "1CJ03011", "1CJ03012", "20F93", "27A107", "2E108", "2E193", "31H404", "43C1511", "86A062(AFRICAN FROM 1868 TO PRESENT)", "86A081('SOUTH'AFRICA)PRE-BORDERS TO 1868", "86A112('SOUTH'AFRICA)1868 TO 1900", "95B107", "9B104(ELPHIDON)", "9B201(AMBULANCIA CEEPHALICA)", "9B202(AMBULANCIA SAFARIANA)", "9B203(AMBULANCIA)", "C2A10", "C2A12"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 307, "gt_codes": ["42G:61B2(...)13"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212\"]}", "finish": "stop"}, {"codes": ["30A12A(1700+)", "30A12A(BRUTEL)", "30B22A", "30B25A", "30C1", "30C6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A(1700+)\", \"30A12A(BRUTEL)\", \"30B22A\", \"30B25A\", \"30C1\", \"30C6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A162(AUTO PORTRAIT)(PORTRAIT)", "36A1623(AUTO PORTRAIT)", "36A164(PORTRAIT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(AUTO PORTRAIT)(PORTRAIT)\", \"36A1623(AUTO PORTRAIT)\", \"36A164(PORTRAIT)\"], \"explanation\": \"The code reflects the subject, style, and setting of the artwork.\\n\\n1. **Subject Matter**: The primary subject is a couple, a man and a woman, standing together. The image is monochromatic (black and white), which is a specific technical characteristic.\\n2. **Style**: The clothing and the composition are characteristic of the High Renaissance period (e.g., looks like a painting by Titian or Veronese), and it is a formal, single figure portrait.\\n3. **Setting/Action**: They are looking slightly past the viewer, walk on a balcony or terrace. This implied movement gives them the characteristic 'walking couple' pose.\"}", "finish": "stop"}, {"codes": ["31A18", "31B9", "41A2", "15A211", "15A213", "15A205", "15A206"], "valid_json": true, "hf1": 0.047499999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31B9\", \"41A2\", \"15A211\", \"15A213\", \"15A205\", \"15A206\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "41K28", "42C4"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"41K28\", \"42C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": 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"{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16300", "18110"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16300\", \"18110\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B216(21STC)\", \"25C101(ARCH)\", \"25C10(OPENING)\", \"25C14(ARCHITECTURE)\", \"25C210(BLOCK)\", \"25F54(WOODEN BLOCK)\", \"27A965(F]+=E==)(GRAPHITE)\", \"27A965(F]+=E==)(INK)\", \"27A965(F]+=E==)(PENCIL)\", \"95B227(19THC)\", \"95B33(F]+=E==)\", \"95B651(MASK)\", \"95B95(DRAWING)\", \"96E213\", \"52C31001(ARCHITECTURE/FACE)\", \"52D17(FACE)\", \"54A3(ARCHITECTURE/NORTH)\", \"54A20\", \"1E12((ARCHITECTURE/SOUTH)\", \"1E225\"]]", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGG)", "121C32(BREECH OR TIDAL PUMP)", "241D10(BREECH)", "931F5(WATER INSTALLED)", "932C2(WELL UNDERWATER INTAKE)", "932F4(SLICE OF WATER)", "932K4(WATERED PART OF LAND)"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGG)\", \"121C32(BREECH OR TIDAL PUMP)\", \"241D10(BREECH)\", \"931F5(WATER INSTALLED)\", \"932C2(WELL UNDERWATER INTAKE)\", \"932F4(SLICE OF WATER)\", \"932K4(WATERED PART OF LAND)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.07945205479452057, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.032476170091324204, "best_hf1": 0.19000000000000003, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121C32(BREECH OR TIDAL PUMP)", "121D2(DIGG)", "15B20", "16300", "16G97", "16I19", "18110", "23F9", "241D10(BREECH)", "24A12A(LOCKS), (24A12A)GATED", "25G98", "25G99", "27A107", "31A43", "31B15", "31C2", "31C26", "31D11", "31J03", "33A1002", "33A12", "33B1", "35B2", "35C7", "41B1", "41B3", "45E04", "45E22", "45E246", "45E406", "45E512", "47C1511", "51C45", "52A9", "59C23(GATEWAY, MATERIAL: GOTHIC)", "59F410(BRIDLE PATHS)]", "59F421(EARTH WALLS)", "59G14(GATEWAY)", "59J11(GATE WITH VESTIGIAL BUILDING)", "59K34(GATEWAY, MAJOR)", "59K41(GATEWAY, MATERIAL: STONE)", "59P40(CITY GATE)", "72A023", "72A051", "72A433", "72A438", "73A", "73A244", "90C1A(QUADRO)", "931F5(WATER INSTALLED)", "932C2(WELL UNDERWATER INTAKE)", "932F4(SLICE OF WATER)", "932K4(WATERED PART OF LAND)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 310, "gt_codes": ["25H114", "26F", "49E6", "61B2(FALB, Rudolf)3"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(Germany)", "59P40(Catalogues)", "59P511(European)", "68B51(Typography)"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany)\", \"59P40(Catalogues)\", \"59P511(European)\", \"68B51(Typography)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V220", "212M631", "240O30"], "valid_json": true, "hf1": 0.12888888888888891, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V220\", \"212M631\", \"240O30\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(cover-pages),\", \"24A33A(illustrated-magazine),\", \"32C232(comical-court-painting),\", \"32C233(comical-plan),\", \"33A20(malice),\", \"41A20(booklet)(magazine-art)}\"]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DOG)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DOG)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L115", "24J24", "14G41"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L115\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(PLANT)", "9B113(FLOWER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(PLANT)\", \"9B113(FLOWER)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A1", "48B32"], "valid_json": true, "hf1": 0.14, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A1\", \"48B32\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BULEWITCH)", "22C42####(BEAR)", "22C149(LITTLE DOG)"], "valid_json": true, "hf1": 0.11659793814432991, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BULEWITCH)\", \"22C42####(BEAR)\", \"22C149(LITTLE DOG)\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315(FOCUSING LENS)", "48A45", "48A19"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315(FOCUSING LENS)\", \"48A45\", \"48A19\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.048132189510089, "best_hf1": 0.14, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "14G41", "15B20", "16G97", "18B16", "212M631", "22C149(LITTLE DOG)", "22C32(BULEWITCH)", "22C42####(BEAR)", "240O30", "24J24", "25A1", "2E198", "2E199", "30L115", "31D11", "31J03", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "36A06211", "37J", "37L", "37P33", "39B03(DOG)", "44E51", "45E04", "47C1511", "47I34", "48A1", "48A19", "48A2185", "48A45", "48B32", "48G315(FOCUSING LENS)", "59G14(Germany)", "59P40(Catalogues)", "59P511(European)", "68B51(Typography)", "73A", "89V220", "92L42", "99K4(ORIGINAL BLACK AND WHITE PHOTO)", "9B104", "9B113", "9B113(FLOWER)", "9B113(PLANT)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 311, "gt_codes": ["49M42", "49M3"], "greedy": {"codes": ["48A98211", "48A9841", "48C515"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"48A98211\",\n \"48A9841\",\n \"48C515\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRECCIAN", "59G14(GRECCIAN SWORDLIKE SPONSOPHIX)", "59G14(TYPE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRECCIAN\", \"59G14(GRECCIAN SWORDLIKE SPONSOPHIX)\", \"59G14(TYPE)\"], \"best_match\": \"59G14\", \"reasoning\": \"Illustrates a decorative crest featuring an ornate helmet visage.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["48J8401", "31C23", "31D47"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48J8401\", \"31C23\", \"31D47\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48A65813"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48A65813\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A1001"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A1001\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A98211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u8be6\u7ec6\u6807\u6ce8\u4e86 Austrian Public Library \u7684\u56fe\u50cf\uff0c\u5185\u5bb9\u4e3a\uff1a\\n```\\n///\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\\n|| (Not well positioned) ||\\n|| ||\\n|| symmetries ||\\n|| LCR ||\\n|| ||\\n|| \u2554\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2557 ||\\n|| \u2551 \u25c7 \u2551 ||\\n|| \u2551 \u25c7 \u2551 ||\\n|| \u2551 \u25c7 \u2551 ||\\n|| \u255a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255d ||\\n|| SYMMETRIES ||\\n|| - Reflection ||\\n|| - Rotation ||\\n|| ||\\n|| (Not well positioned) ||\\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500 1423 \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\\n```\\n\u6839\u636e\u56fe\u50cf\u5185\u5bb9\u548c\u6807\u6ce8\uff0c\u5206\u6790\u53ca\u7ed3\u8bba\u5982\u4e0b\uff1a\\n\\n### \u56fe\u50cf\u5206\u6790\\n1. **\u4e3b\u8bc4\u5206**\uff1a\\n - \u6574\u4f53\u6e05\u6670\uff0c\u4f46\u6709\u8f7b\u5fae\u6a21\u7cca\u3002\\n\\n2. **\u6807\u7b7e\u4e0e\u7279\u5f81**\uff1a\\n - **\u6807\u7b7e (symmetries)**\uff1a\u56fe\u50cf\u4e2d\u6807\u6ce8\u4e86\u5de6\u53f3 (LCR) \u5bf9\u79f0\u4ee5\u53ca\u5bf9\u79f0\u8f74\u7684\u5782\u76f4\u5bf9\u79f0\u3002\u8fd9\u4e24\u4e2a\u5bf9\u79f0\u6027\u90fd\u6709\u54c8\u5e0c\u7b26\u53f7\uff0c\u8868\u793a\u5b83\u4eec\u662f\u56fe\u50cf\u7684\u4e3b\u8981\u7279\u5f81\u3002\\n - **\u4e3b\u56fe**\uff1a\u663e\u793a\u4e86\u4e00\u4e2a\u4f4d\u4e8e\u4e2d\u5fc3\u56fe\u5f62\u25c7\uff08\u83f1\u5f62\uff09\u5185\u7684\u56fe\u50cf\u3002\u8fd9\u4e2a\u83f1\u5f62\u4f4d\u4e8e\u5bf9\u79f0\u8f74\u4e0a\uff0c\u8868\u793a\u56fe\u50cf\u672c\u8eab\u5177\u6709\u5bf9\u79f0\u6027\u3002\\n\\n3. **\u5bf9\u79f0\u6027\u5206\u6790**\uff1a\\n - **\u5de6\u53f3\u5bf9\u79f0 (L-R Symmetry)**\uff1a\u56fe\u50cf\u660e\u663e\u6cbf\u5782\u76f4\u8f74\u5bf9\u79f0\uff0c\u5de6\u53f3\u4e24\u4fa7\u7684\u5185\u5bb9\u548c\u7ec6\u8282\u4e00\u81f4\u3002\\n - **\u65cb\u8f6c\u5bf9\u79f0 (Radial Symmetry)**\uff1a\u56fe\u5f62\u56f4\u7ed5\u5782\u76f4\u8f74\u65cb\u8f6c\u5bf9\u79f0\uff0c\u7b26\u5408\u63cf\u8ff0\u3002\\n\\n### \u7ed3\u8bba\\n1. **\u5bf9\u79f0\u6027**\uff1a\\n - **\u5de6\u53f3\u5bf9\u79f0**\uff1a\u56fe\u50cf\u5728\u5782\u76f4\u8f74\u4e24\u4fa7\u5177\u6709\u76f8\u540c\u7684\u7279\u5f81\uff0c\u4e14\u5bf9 Homa (X) \u56fe\u50cf\u5916\u7684\u4efb\u4f55\u5bf9\u79f0\u6027\u4e5f\u662f\u5982\u6b64\u3002\\n - **\u65cb\u8f6c\u5bf9\u79f0**\uff1a\u4ece\u63cf\u8ff0\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u56fe\u50cf\u662f\u5f84\u5411\u5bf9\u79f0\u7684\u3002\n````", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "05A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"05A31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["4B104(HEAD)", "4B105(FIRST KNEE)", "4B110(ROUND), 4B120(SQUARE), 4B130(TRIANGLE)", "4B131(HEAD), 4B140(SHOULDER), 4B150(BELLY), 4B160(LIP)"], "valid_json": true, "hf1": 0.19746835443037977, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104(HEAD)\", \"4B105(FIRST KNEE)\", \"4B110(ROUND), 4B120(SQUARE), 4B130(TRIANGLE)\", \"4B131(HEAD), 4B140(SHOULDER), 4B150(BELLY), 4B160(LIP)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A9791", "48A9792"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A9791\", \"48A9792\"]}", "finish": "stop"}, {"codes": ["48A9820", "48A9830", "48B890", "48B9111"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A9820\", \"48A9830\", \"48B890\", \"48B9111\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05899355786618445, "best_hf1": 0.19746835443037977, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05A31", "10D14", "11E1515", "11E152", "11E157", "11H112", "11H118", "11H16", "11H168", "11H24", "11H413", "11H743", "12F52(DIGRESSIVE)", "15B20", "16G97", "22B159", "22C3250", "24A12A", "24A26", "25G98", "31C23", "31D11", "31D16", "31D47", "32A107", "32A19", "32B107", "32B114", "32B15", "33A10", "33A1001", "33A12", "33A26", "33B1", "48A18913", "48A2185", "48A65813", "48A9791", "48A9792", "48A9820", "48A9830", "48B890", "48B9111", "48C1511", "48G315", "48J8401", "4B104(HEAD)", "4B105(FIRST KNEE)", "4B110(ROUND), 4B120(SQUARE), 4B130(TRIANGLE)", "4B131(HEAD), 4B140(SHOULDER), 4B150(BELLY), 4B160(LIP)", "59G14(GRECCIAN", "59G14(GRECCIAN SWORDLIKE SPONSOPHIX)", "59G14(TYPE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 312, "gt_codes": ["92B3"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["591140", "01A", "40497", "592211", "596515", "30D33", "31A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"591140\", \"01A\", \"40497\", \"592211\", \"596515\", \"30D33\", \"31A16\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["24A12A(APOLLON MUSICAL)", "24A33L", "90C1A(ETUDE DE DESSIN)", "90W519"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APOLLON MUSICAL)\", \"24A33L\", \"90C1A(ETUDE DE DESSIN)\", \"90W519\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"human-male_musical_instrument_lyre\", \"iconclass-pattern-conf\": 0.7584504649442356, \"iconclass-pattern\": \"human-male_holding_yoke_in_his_hands\", \"iconclass-pattern-conf\": 0.6474938360436882}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D26", "33A22", "250E11", "159A####"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26\", \"33A22\", \"250E11\", \"159A####\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.007916666666666666, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["01A", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D26", "159A####", "15A13", "16D04", "16G97", "18A10", "1B104", "1B113", "20C33", "21B10", "21D32", "23F9", "24A12A(APOLLON MUSICAL)", "24A33L", "250E11", "2E198", "2E199", "30D33", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A16", "31A26", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A17", "33A22", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "40497", "45E04", "45E22", "45E246", "45E406", "45E512", "48A125", "48C1511", "51C45", "51F13", "51G6", "51M5", "591140", "592211", "596515", "72A023", "72A051", "72A433", "72A438", "73A244", "90C1A(ETUDE DE DESSIN)", "90W519"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 313, "gt_codes": ["25F23(LION)(+12)", "41A3281", "41A542", "41A635", "44A1(+4)(LEIDEN)", "45C14(LANCE)", "45C19(SHIELD)", "45C221", "46A122(WILLIAM I OF NASSAU)1", "48C244", "49B40", "49L8", "49MM32", "61E(LEIDEN)", "61H(UNIVERSITY OF LEIDEN)", "92C271", "92C28(HELMET)", "92C28(LANCE)", "92C281", "86(C. LUGDUNUM BATAVORUM)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(Germanic-\u00adNorman\u00e8)", "49I22(MUNICH)", "11A15(MILAN)", "13A13(NAVI", "11C42", "13B24"], "valid_json": true, "hf1": 0.09123914759273875, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adNorman\u00e8)\", \"49I22(MUNICH)\", \"11A15(MILAN)\", \"13A13(NAVI\", \"11C42\", \"13B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "48E04", "19B220", "21B06"], "valid_json": true, "hf1": 0.13982142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"48E04\", \"19B220\", \"21B06\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FEMALE ALOPECIA)", "24B32(LOCK)", "24B4W(FEMALE SHAWL)", "43D75(GROWS)", "49M909(CHARIOT CAR)", "49N111", "49N41"], "valid_json": true, "hf1": 0.21473684210526317, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FEMALE ALOPECIA)\", \"24B32(LOCK)\", \"24B4W(FEMALE SHAWL)\", \"43D75(GROWS)\", \"49M909(CHARIOT CAR)\", \"49N111\", \"49N41\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48A65813"], "valid_json": true, "hf1": 0.19050965665236053, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48A65813\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A98211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4e2d\u4e16\u7eaa\u6728\u523b\u63d2\u753b\uff0c\u63cf\u7ed8\u4e86\u4e00\u4f4d\u624b\u6301\u65d7\u5e1c\u548c\u6b66\u5668\u7684\u9a91\u58eb\u3002\u4ed6\u9a91\u5728\u9a6c\u4e0a\uff0c\u80cc\u666f\u662f\u56e2\u82b1\u9970\uff0c\u65d7\u5e1c\u4e0a\u6709\u5341\u5b57\u6807\u5fd7\u3002\u63d2\u56fe\u5e95\u90e8\u6709\u7cfb\u5e26\uff0c\u5e95\u90e8\u523b\u6709'THEATRI'\uff0c\u8868\u660e\u5176\u4e0e\u67d0\u79cd\u620f\u5267\u6216\u8868\u6f14\u6709\u5173\u3002\u6839\u636eIconclass\u7cfb\u7edf\uff0c\u5408\u9002\u7684\u4ee3\u7801\u662f\u4ee5\u4e0b\u7c7b\u522b\uff1a\\n\\n- **37J (Medieval Utrecht illuminated manuscript)\uff1a** \u867d\u7136\u8fd9\u4f3c\u4e4e\u4e0d\u662f\u6765\u81ea\u4e4c\u5f97\u52d2\u652f\uff0c\u4f46\u4e2d\u4e16\u7eaa\u7684\u63d2\u56fe\u98ce\u683c\u548c\u4e3b\u9898\u7b26\u5408\u5bbd\u6cdb\u5b9a\u4e49\u3002\u7531\u4e8e\u5b58\u5728 Triumphal car with rider holding dart etc. \u8fd9\u4e00\u7279\u6b8a\u4ee3\u7801\uff0c\u5b83\u5df2\u88ab\u9009\u62e9\u3002\\n\\n- **37L (Medieval Nuremberg chronicle)\uff1a** \u540c\u6837\uff0c\u5c3d\u7ba1\u770b\u8d77\u6765\u4e0d\u50cf\u7ebd\u4f26\u5821\u7f16\u5e74\u53f2\uff0c\u4f46\u8fd9\u5e45\u4e2d\u4e16\u7eaa\u63d2\u56fe\u91c7\u7528\u4e86\u76f8\u540c\u7684\u98ce\u683c\u683c\u5f0f\u3002\\n\\n- **37P (Medieval emblem book)\uff1a** \u7531\u4e8e\u4e2d\u4e16\u7eaa\u63d2\u56fe\u7684\u4e3b\u9898\u548c\u6784\u56fe\uff0c\u8fd9\u4f3c\u4e4e\u4e0e\u4e2d\u4e16\u7eaa\u7684\u5fbd\u7ae0\u6216\u7248\u753b\u63d2\u56fe\u76f8\u7b26\u3002\\n\\n- **48A98211 (Theatric mask, emblem, allegory, personification)\uff1a** \u9a91\u58eb\u4eec\u53ef\u80fd\u8c61\u5f81\u620f\u5267\u4e2d\u7684\u7279\u8d28\u7684\u7b26\uff08masc\uff09\u6216\u8c61\u5f81\uff08Personification\uff09\u3002\\n\\n- **48A9841 (Campion (Stokes, 1931), no. 805)\uff1a** \u6839\u636e\u76f8\u5173\u7684\u8c61\u5f81\u56fe\u50cf\uff0c\u8fd9\u610f\u5473\u5b83\u53ef\u80fd\u7b26\u5408\u4f11\u5179\uff08Huisman\uff091805\u5e74\u7f16\u5e74\u53f2\u4e2d\u8ba8\u8bba\u7684\u5386\u53f2\u5b66\u56fe\u5f62\u3002\\n\\n- **48C515 (Emblem, allegory, personification)\uff1a** \u7814\u7a76\u591a\u4e2a\u7b26\u53f7\u548c\u8c61\u5f81\u4e3b\u4e49\u540e\uff0c\u8fd9\u6307\u793a\u8fd9\u5e45\u753b\u7684 allegorical/\u8c61\u5f81\u610f\u4e49\uff0c\u4eba\u7269\u5316\u6216\u4eba\u7269\u8c61\u5f81\u3002\\n\\n\u4e3b\u8981\u4ee5\u9a91\u5175\u548c\u65d7\u5e1c\u7684\u5f62\u5f0f\u51fa\u73b0\uff0c\u8fd9\u5f3a\u70c8\u6697\u793a\u4e86\u8c61\u5f81\u6216\u8c61\u5f81\u56fe\u7b26\u7684\u6027\u8d28\u3002\\n\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.017391304347826087, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104( Scaffold)", "9B105(FIRST KNEELING)", "1613( KNEELING PLANTS)", "1252( RISERS)", "105H11"], "valid_json": true, "hf1": 0.05243697478991597, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104( Scaffold)\", \"9B105(FIRST KNEELING)\", \"1613( KNEELING PLANTS)\", \"1252( RISERS)\", \"105H11\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "138L300", "11A8", "32C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L300\", \"11A8\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.1159914189396261, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "49A185"], "valid_json": true, "hf1": 0.11869918699186992, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FORCED)\", \"121D241(UNHOLY)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.14178697183098593, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06766330823887594, "best_hf1": 0.21473684210526317, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "105H11", "11A1", "11A15(MILAN)", "11A218", "11A8", "11C42", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "1252( RISERS)", "138L300", "13A13(NAVI", "13B24", "15B20", "1613( KNEELING PLANTS)", "16G97", "19B220", "21B06", "23F9", "24A12A(LOCKS)", "24A20A(FEMALE ALOPECIA)", "24B32(LOCK)", "24B4W(FEMALE SHAWL)", "2E198", "2E199", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "32C40", "33A10", "33A12", "33B1", "43D75(GROWS)", "48A1", "48A18913", "48A244", "48A65813", "48B3", "48C1511", "48E04", "49A185", "49I22(MUNICH)", "49M909(CHARIOT CAR)", "49N111", "49N41", "51C45", "59G14(Germanic-\u00adNorman\u00e8)", "9B104( Scaffold)", "9B105(FIRST KNEELING)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 314, "gt_codes": ["48B3", "48B3:61B", "48C24", "61B(+51)"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113", "10B114", "10B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(HOLLOW FORM)", "59G11(EAR COVERED/BLACKLINE)", "59G13(INTERFACE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(HOLLOW FORM)\", \"59G11(EAR COVERED/BLACKLINE)\", \"59G13(INTERFACE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "48E04"], "valid_json": true, "hf1": 0.23673469387755103, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"48E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.30692307692307697, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4eba\u7269\u8096\u50cf\u6d6e\u96d5\uff0c\u63cf\u7ed8\u4e86\u4e00\u4e2a\u4eba\u7269\u7684\u4fa7\u9762\u3002\u5173\u952e\u7279\u5f81\u5305\u62ec\uff1a\\n- \u4eba\u7269\u50cf\uff1a\u753b\u9762\u4e2d\u5fc3\u662f\u4e00\u4e2a\u4eba\u7269\u7684\u4fa7\u9762\u5f62\u8c61\uff0c\u5934\u53d1\u548c\u8863\u7269\u7ec6\u8282\u6e05\u6670\u53ef\u89c1\u3002\\n- \u6d6e\u96d5\u5f62\u5f0f\uff1a\u4eba\u7269\u548c\u6587\u5b57\u90fd\u5448\u73b0\u51fa\u660e\u663e\u7684\u6d6e\u96d5\u6548\u679c\uff0c\u8fd9\u662f\u7248\u753b\u6216\u786c\u8d28\u6750\u6599\u827a\u672f\u54c1\u4e0a\u5e38\u89c1\u7684\u56fe\u6848\u3002\\n- \u670d\u9970\uff1a\u4eba\u7269\u5934\u4e0a\u8986\u76d6\u7740\u5e26\u6709\u8936\u76b1\u7684\u7ec7\u7269\uff0c\u9762\u90e8\u7279\u5f81\u5206\u660e\uff0c\u6574\u4f53\u6784\u56fe\u5c45\u4e2d\u3002\", \"image_id\": \"886febb9e5604a58\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G99", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G99\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001"], "valid_json": true, "hf1": 0.14871794871794874, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.10363636363636364, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232(BUST)\", \"37B234(####)**, \"(37B235(RECESSING FOREGROUND)\", \"37B236(PARAMOUNT BACKGROUND)\", \"37B252(Type 3: wearing a hood)\", \"48A815\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C58"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C58\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.055688255197183775, "best_hf1": 0.30692307692307697, 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"pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 315, "gt_codes": ["31A235", "31A24(+1)", "31D15:61BB", "61B(+54)", "61B:31A2212(+1)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21651"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21651\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "37B15", "37B16"], "valid_json": true, "hf1": 0.14842767295597487, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"37B15\", \"37B16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.10357142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "10A10", "24A26"], "valid_json": true, "hf1": 0.059487179487179485, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"10A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48F6", "13N713"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48F6\", \"13N713\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.14546623794212218, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.3268, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.059487179487179485, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.23502008032128519, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGING)", "12F5250(FORCED DIGGING)", "12F5260(FOCUS ON HAND)", "31A52(GREADER PORTRAITS)", "32A235(BLOOMING POTTERY BP)", "34B3815(BLAZASTER)", "4604"], "valid_json": true, "hf1": 0.1942405063291139, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGING)\", \"12F5250(FORCED DIGGING)\", \"12F5260(FOCUS ON HAND)\", \"31A52(GREADER PORTRAITS)\", \"32A235(BLOOMING POTTERY BP)\", \"34B3815(BLAZASTER)\", \"4604\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C5894", "25H5"], "valid_json": true, "hf1": 0.31563421828908556, "code_recall": 0.2, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C5894\", \"25H5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10816465646146058, "best_hf1": 0.3268, "mean_code_recall": 0.0125, "distinct_sets": 16, "union_codes": ["05331", "10A10", "10D14", "11A1", "11A8", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H413", "11H743", "12C5894", "12F52(DIGGING)", "12F5250(FORCED DIGGING)", "12F5260(FOCUS ON HAND)", "13A3701", "13N713", "15B20", "16G97", "1B104", "1B113", "20F93", "21D32", "24A12A", "24A26", "25H5", "2E198", "2E199", "31A0231", "31A0272", "31A235", "31A52(GREADER PORTRAITS)", "31D11", "31J03", "32A1002", "32A107", "32A12", "32A195", "32A235(BLOOMING POTTERY BP)", "32B107", "32C4", "33A10", "33B1", "34A31", "34B3815(BLAZASTER)", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B15", "37B16", "41A128", "44E51", "45E04", "45E22", "45E246", "45E406", "45E512", "4604", "47I34", "48A125", "48A18913", "48C1511", "48F6", "51613", "59A14011", "59A14411", "59C21111", "59D21631", "59D21651", "630E", "631A", "99K4(ORIGINAL CREATION)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0125, "code_recall@2": 0.025, "code_recall@4": 0.05, "code_recall@8": 0.1, "code_recall@16": 0.2, "union_code_recall": 0.2}, {"index": 316, "gt_codes": ["49M3"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31B10\", \"31B11\", \"31B12\", \"31B13\", \"31B14\", \"31B15\", \"31B16\", \"31B17\", \"31B18\", \"31B19\", \"31B20\", \"31B21\", \"31B22\", \"31B23\", \"31B24\", \"31B25\", \"31B26\", \"31B27\", \"31B28\", \"31B29\", \"31B30\", \"31B31\", \"31B32\", \"31B33\", \"31B34\", \"31B35\", \"31B36\", \"31B37\", \"31B38\", \"31B39\", \"31B40\", \"31B41\", \"31B42\", \"31B43\", \"31B44\", \"31B45\", \"31B46\", \"31B47\", \"31B48\", \"31B49\", \"31B50\", \"31B51\", \"31B52\", \"31B53\", \"31B54\", \"31B55\", \"31B56\", \"31B57\", \"31B58\", \"31B59\", \"31B60\", \"31B61\", \"31B62\", \"31B63\", \"31B64\", \"31B65\", \"31B66\", \"31B67\", \"31B68\", \"31B69\", \"31B70\", \"31B71\", \"31B72\", \"31B73\", \"31B74\", \"31B75\", \"31B76\", \"31B77\", \"31B78\", \"31B79\", \"31B80\", \"31B81\", \"31B82\", \"31B83\", \"31B84\", \"31B85\", \"31B86\", \"31B87\", \"31B88\", \"31B89\", \"31B90\", \"31B91\", \"31B92\", \"31B93\", \"31B94\", \"31B95\", \"31B96\", \"31B97\", \"31B98\", \"31B99\", \"31BA0\", \"31BA1\", \"31BA2\", \"31BA3\", \"31BA4\", \"31BA5\", \"31BA6\", \"31BA7\", \"31BA8\", \"31BA9\", \"31BAB\", \"31BAC\", \"31BAD\", \"31BAE\", \"31BAF\", \"31BB0\", \"31BB1\", \"31BB2\", \"31BB3\", \"31BB4\", \"31BB5\", \"31BB6\", \"3"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31B20\", \"92L41\", \"33C23\"], \"text\": \"154985 44950 Den Schat der duchtigen Talen Goldstuck van Volckersz Boeck-heroes opge-----mtt. in de witte k. 1649. I0proximamente\".", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A235\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FINGERS)", "90C1A(BOOK, OPEN)", "90G1(PWREWTED HOLOGRAPHY)", "90L63(FILING AND FILING CUPS)", "95E1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FINGERS)\", \"90C1A(BOOK, OPEN)\", \"90G1(PWREWTED HOLOGRAPHY)\", \"90L63(FILING AND FILING CUPS)\", \"95E1\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D32", "51F13(16THCENTILITY)", "51M5", "51M5105", "51M511L", "51M5120"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D32\", \"51F13(16THCENTILITY)\", \"51M5\", \"51M5105\", \"51M511L\", \"51M5120\"]}", 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false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D63\", \"36D7\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.3688619718309859, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(PIECES OF SHELL)", "51T362"], "valid_json": true, "hf1": 0.12873051224944324, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(PIECES OF SHELL)\", \"51T362\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138C301", "11A8", "32C4"], "valid_json": true, "hf1": 0.22704249485949282, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138C301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.11858156028368794, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGERS)\", \"121D250,100,150,200\", \"121D250,100,150,200(EGG)\", \"121D250,100,150,200(BLAZE FURNACE)\", \"121D250,100,150,200(COOKING POT)\", \"121D250,100,150,200(PIE OR PACKET OF PASTRY)\", \"121D250,100,150,200(HEAD CANNED)\", \"121D250,100,150,200(EARTHWORKS)\", \"121D250,100,150,200(MORSE OR CROSS)\", \"121D250,100,150,200(LINK)\", \"121D250,100,150,200(KNIFE)\", \"121D250,100,150,200(BASKET)\", \"121D250,100,150,200(BASKET MONEY)\", \"121D250,100,150,200(VASE)\", \"121D250,100,150,200(ORIENTAL TEXT)\", \"121D250,100,150,200(LIBRARY)\", \"121D250,100,150,200(MAP)\", \"121D250,100,150,200(SPEECH BUBBLE)\", \"121D250,100,150,200(GATE)\", \"121D250,100,150,200(HOUSE)\", \"121D250,100,150,200(PROVIRTUAL BUBBLE)\", \"121D250,100,150,200(WITNESS)\", \"121D250,100,150,200(WATERPROOF)\", \"121D250,100,150,200(WINE)\", \"121D250,100,150,200(FLAMING)\", \"121D250,100,150,200(GLOBUS)\", \"121D250,100,150,200(GROWING)\", \"121D250,100,150,200(CARNAL LOVE)\", \"121D250,100,150,200(POP TEMPERED)\", \"121D250,100,150,200(GEAR)\", \"121D250,100,150,200(ROUND)\", \"121D250,100,1", "finish": "length"}, {"codes": ["11A218", "20F93", "12D489", "20A45", "20A49"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\", \"20A49\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1085097372031091, "best_hf1": 0.3688619718309859, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "1052", "10720", "10D14", "11A1", "11A218", "11A8", "11E12", 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"{\"iconclass-codes\": [\"2E198\", \"2E199\", \"122I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["92A023", "92A051", "48A43", "48A4411", "1630", "92M11"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92A023\", \"92A051\", \"48A43\", \"48A4411\", \"1630\", \"92M11\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(21STC)", "1B216(22STC)", "25C101(STRUCOTYPE)", "1B217(23STC)", "1C206", "25F23"], "valid_json": true, "hf1": 0.19546884100174725, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(21STC)\", \"1B216(22STC)\", \"25C101(STRUCOTYPE)\", \"1B217(23STC)\", \"1C206\", \"25F23\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.13111111111111112, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "43K28", "44C40"], "valid_json": true, "hf1": 0.2705074626865671, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"43K28\", \"44C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.1470967741935484, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D250(FORCED DIGGING)", "43A41", "43A51", "44F51(GROUSSER ZOOM)", "44E23", "44F31", "44F41"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250(FORCED DIGGING)\", \"43A41\", \"43A51\", \"44F51(GROUSSER ZOOM)\", \"44E23\", \"44F31\", \"44F41\"]}", "finish": "stop"}, {"codes": ["46A2185", "46G315(FOCUS UPPER L)", "46G345", "46G39"], "valid_json": true, "hf1": 0.1561032863849765, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A2185\", \"46G315(FOCUS UPPER L)\", \"46G345\", \"46G39\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.15193612026340256, "best_hf1": 0.2705074626865671, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGGING)", "121D250(FORCED DIGGING)", "122I515", "15B14(BANKETS)", "15B20", "1630", "16G97", "17B9400(GROUSSED)", "17C1300(GROUSSED)", "17D9700(GROUSSED)", "17H(GROUSSED)", "1B104(19THC)", "1B204(21STC)", "1B216(22STC)", "1B217(23STC)", "1C206", "212M63", "24A12A(TEMPERATURE)", "24A33A(TEMPERATURE)", "24B3B(TEMPERATURE)", "24W519(TEMPERATURE)", "25C101(STRUCOTYPE)", "25D22(BUNKS)", "25F23", "2E198", "2E199", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31D11", "31J83", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A17", "33B15", "33C30", "36A1621", "36D1", "36D2", "36D3", "36D63", "36D7", "41B1", "41B3", "43A41", "43A51", "43K28", "44C40", "44E23", "44F31", "44F41", "44F51(GROUSSER ZOOM)", "45E84", "46A2185", "46G315(FOCUS UPPER L)", "46G345", "46G39", "47C1511", "48A43", "48A4411", "56K15(TOMBS)", "59G14(GROUP)", "89V220", "92A023", "92A051", "92M11"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 321, "gt_codes": ["41D221"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\",\n \"30B15\",\n \"30B16\",\n \"30B17\",\n \"30B18\",\n \"30B19\",\n \"30B20\",\n \"30B21\",\n \"30B22\",\n \"30B23\",\n \"30B24\",\n \"30B25\",\n \"30B26\",\n \"30B27\",\n \"30B28\",\n \"30B29\",\n \"30B30\",\n \"30B31\",\n \"30B32\",\n \"30B33\",\n \"30B34\",\n \"30B35\",\n \"30B36\",\n \"30B37\",\n \"30B38\",\n \"30B39\",\n \"30B40\",\n \"30B41\",\n \"30B42\",\n \"30B43\",\n \"30B44\",\n \"30B45\",\n \"30B46\",\n \"30B47\",\n \"30B48\",\n \"30B49\",\n \"30B50\",\n \"30B51\",\n \"30B52\",\n \"30B53\",\n \"30B54\",\n \"30B55\",\n \"30B56\",\n \"30B57\",\n \"30B58\",\n \"30B59\",\n \"30B60\",\n \"30B61\",\n \"30B62\",\n \"30B63\",\n \"30B64\",\n \"30B65\",\n \"30B66\",\n \"30B67\",\n \"30B68\",\n \"30B69\",\n \"30B70\",\n \"30B71\",\n \"30B72\",\n \"30B73\",\n \"30B74\",\n \"30B75\",\n \"30B76\",\n \"30B77\",\n \"30B78\",\n \"30B79\",\n \"30B80\",\n \"30B81\",\n \"30B82\",\n \"30B83\",\n \"30B84\",\n \"30B85\",\n \"30B86\",\n \"30B87\",\n \"30B88\",\n \"30B89\",\n \"30B90\",\n \"30B91\",\n \"30B92\",\n \"30B93\",\n \"30B94\","}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "68B51631", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"68B51631\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.16811594202898553, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30D009", "30D022"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30D009\", \"30D022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "31H28", "31H37"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"31H28\", \"31H37\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u81ea\u753b\u50cf\uff0c\u4e0d\u662f\u8eab\u4efd\u8096\u50cf\u3002\"}", "finish": "stop"}, {"codes": ["31A235", "54E34", "52I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"54E34\", \"52I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.1142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D112", "31D117", "31D124"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D112\", \"31D117\", \"31D124\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.02122153209109731, "best_hf1": 0.16811594202898553, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F52(DRAWING)", "15B20", "16G97", "1B104", "1B113", "20F93", "21D32", "305B", "30A129", "30A147", "30D009", "30D022", "31A0231", "31A0272", "31A10", "31A12", "31A235", "31D112", "31D117", "31D124", "31H24", "31H28", "31H37", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "32C1511", "34A31", "37B232", "37B248", "41A128", "45E04", "45E22", "45E246", "48A125", "51F13", "52I515", "53A", "54E34", "59A14011", "59A14411", "59C21111", "63A05", "68A", "68B51631", "68C42", "68C44", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 322, "gt_codes": ["31D14", "44C312", "11K", "49L641", "49L11", "49L66", "49L511"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "59G11(BIODATA/PROFILE/CRITICAL)", "59G34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS)\", \"59G11(BIODATA/PROFILE/CRITICAL)\", \"59G34\"], \"note\": \"This artwork appears to be a woodcut or engraving depicting a profile pose of a figure (possibly a scholar or diplomat) accompanied by a demonic or grotesque figure holding a pistol. The scene is framed as a printed illustration, likely from an art or satire print collection (based on the title \u2018II RAB...' and visible text). Iconclass codes reflect the profile pose, the printed medium genre, the presence of a pistol/weapon, and the sitter as a profile subject.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "33B15", "33B16"], "valid_json": true, "hf1": 0.04984025559105431, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"33B15\", \"33B16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.21560655737704923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A26A(FRE misogyny)", "24A28", "24A29", "24A30", "24A31", "24E242"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A26A(FRE misogyny)\", \"24A28\", \"24A29\", \"24A30\", \"24A31\", \"24E242\"], \"description\": \"Right:\", \"image_id\": \"img_3\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33C17"], "valid_json": true, "hf1": 0.24834156669019056, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.049894291754756875, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33B39", "33D38", "33D39", "33D40"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33B39\", \"33D38\", \"33D39\", \"33D40\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05331"], "valid_json": true, "hf1": 0.141375, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30J165", "24J14", "14601"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30J165\", \"24J14\", \"14601\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANT)],"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANT)],\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "33C23"], "valid_json": true, "hf1": 0.08683018867924529, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"33C23\"]}", "finish": "stop"}, {"codes": ["20C33", "31B10", "55A13"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.21375, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MAGAZINE)\", \"31C93\", \"51C3\"}}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.16606315789473688, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09161199544237139, "best_hf1": 0.24834156669019056, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11E12", "11E1515", "11E1615", "11E18", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "14601", "16G97", "18B16", "20C33", "20F9", "24A12A(LOCKS)", "24A26A(FRE misogyny)", "24A28", "24A29", "24A30", "24A31", "24E242", "24J14", "25A1", "25G98", "25G99", "30J165", "31A235", "31A27", "31B10", "31J03", "32A107", "32A19", "32A23", "32B107", "32B15", "32C2", "33A06", "33A10", "33A100", "33A102", "33A12", "33A26", "33A37", "33B15", "33B16", "33B39", "33C17", "33C23", "33D38", "33D39", "33D40", "45E04", "45E22", "45E24", "45F04", "48A244", "48A98211", "48A98751", "48C1511", "51C45", "55A13", "59G11(BIODATA/PROFILE/CRITICAL)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "59G34", "92L42", "9B104", "9B113", "9B114(PLANT)],", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 323, "gt_codes": ["73D36"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MATTER)\", \"19C211(EARLY CHRISTOLOGY)\", \"19C213(CHRIST\", \"19C225(CHRIST\", \"19B101(MATTHEW)\", \"31M8(PEASANTESQUE)\", \"59F5(GEOGRAPHY)\", \"59F7SCENES(STRANGE>>>>>>> \", \"59F6(PHYSICAL)]}\"", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "28A260"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"28A260\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DOG)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DOG)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L165", "24J24", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L165\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(CHRIST THE FAIRY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(CHRIST THE FAIRY)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE SHEET)", "51T362"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE SHEET)\", \"51T362\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGERS)\", \"121D250, NO DIGGERS\", \"92####(MERCURY)\", \"121D900000(GENERIC MERCHANT)\"], \"note\": \"The graphite sketch depicts a biblical-style scene. On the left, a robed figure with a halo appears to be preaching or addressing a group that includes onlookers, one of whom (center-right) holds a rod or scepter, suggesting the role of an official or judge. A child is also present. Judging by the postures and central grouping, this is best classified as a MERCHANT or merchant type showing the Anointing of Jesus by Zerahiah. However, the most distinctive and specific activity being portrayed \u2014 the apostles or magistrates collecting the 50 pieces of silver from Judas\u2019 hanging \u2014 is legally and iconographically depicted as a PENEHRING (the hanging of Jehu). In archival or library catalog formats like this, when no explicit visual label exists, broad role-based classifications like 'MERCHANT' are used for academic or cataloguing purposes.\n\nNote: While the scene could theoretically represent other gestures such as omnipotence (martyr symbols), the specific combination of figures \u2014 particularly the magistrates collecting silver and the hanging of Judas \u2014 aligns most precisely with the concept of the PENEHRING. Yet, without explicit textual labeling in the image, the classification defaults to a broadly interpretive category such as MERCHANT to reflect the central relational dynamic.\"}", "finish": "stop"}, {"codes": ["41A218", "41A93", "44C5894", "44D581", "44D17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"44C5894\", \"44D581\", \"44D17\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "10D14", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "14G41", "15B20", "16G97", "24A12A", "24J24", "28A260", "2E198", "2E199", "30L165", "31A1002", "31A12", "31A51213", "31D11", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33A10", "33B15", "33C30", "36A06211", "37J", "37L", "37P33", "39B03(DOG)", "41A218", "41A93", "41B1", "41B3", "41K28", "42C40", "44C5894", "44D17", "44D581", "44E51", "46I34", "47C1511", "51T362", "60A3", "92L42", "99K4(ORIGINAL BLACK AND WHITE SHEET)", "9B104", "9B113", "9B114(CHRIST THE FAIRY)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 324, "gt_codes": ["49M42", "49M3"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G111(BIODATA/ECOLOGY)", "59G13(ARCHAIC FORMS)", "59D212(A LOTTERY/LOTTERY MARKS),", "59D18(PATRICK DUFFY MARKS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G111(BIODATA/ECOLOGY)\", \"59G13(ARCHAIC FORMS)\", \"59D212(A LOTTERY/LOTTERY MARKS),\", \"59D18(PATRICK DUFFY MARKS)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "48E04"], "valid_json": true, "hf1": 0.13220338983050847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"48E04\"]}", "finish": "stop"}, {"codes": ["24A12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H001"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H001\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48A65813"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48A65813\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A062(AQUILITY)\", \"33A085(REPOSITORY)\", \"33A095(AQUIL\")(Vaccine)Note: The code 33A095(AQUIL\")(Vaccine) is more specific to the visual representation of the vaccine, whereas the other codes provide general context.\":\"33A062(AQUILITY)\", \"33A085(REPOSITORY)\", \"33A095(AQUIL\")(Vaccine)\", \"30A213\", \"30A165(EPLASTIC)\"]: The most relevant Iconclass codes for the artwork are 33A062(AQUILITY), 33A085(REPOSITORY), and 33A095(AQUIL\")(Vaccine), as they describe the visual style and medical context of the artwork. The code 30A213 suggests it is a printed material (e.g., book illustration), while 30A165(EPLASTIC) could be relevant if it represents a medical material like a vaccine.\n\n# Confidence\nThe confidence levels for the Iconclass codes are 100%, 75%, and 50%, respectively, based on the visual information provided in the artwork.", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "05A32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"05A32\"]}", "finish": "stop"}, {"codes": ["31D023", "31D15", "24D24", "24G01"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31D023\", \"31D15\", \"24D24\", \"24G01\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G99", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G99\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "138L30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L30\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98701"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98701\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.028469061070755988, "best_hf1": 0.16285714285714287, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A1", "11A218", "11E12", "11E1515", "11E152", "11E157", "11E18", "11F16", "11F2", "11H001", "11H118", "11H24", "11H743", "12F52(DIGRESSIVE)", "138L30", "15B20", "16G99", "1B104", "1B113", "21D32", "22C3250", "23F9", "24A12", "24D24", "24G01", "25G98", "31D023", "31D11", "31D15", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33A10", "33A12", "33B1", "48A18913", "48A244", "48A65813", "48A98211", "48A98701", "48C1511", "48E04", "51C45", "51F13", "59D18(PATRICK DUFFY MARKS)", "59D212(A LOTTERY/LOTTERY MARKS),", "59G111(BIODATA/ECOLOGY)", "59G13(ARCHAIC FORMS)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 325, "gt_codes": ["21D"], "greedy": {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE DEVIL)", "59G14(GRUNGE RODOLPH)", "59G33(GUN", "59G42", "59G44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE DEVIL)\", \"59G14(GRUNGE RODOLPH)\", \"59G33(GUN\", \"59G42\", \"59G44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "74F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"74F12\"]}", "finish": "stop"}, {"codes": ["24A12A(NUDE CHILD)", "24A33A(NUDE CHILD SEATED)", "24B28A(NATURAL MORTWIRE)", "24C74", "75L63"], "valid_json": true, "hf1": 0.1688888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(NUDE CHILD)\", \"24A33A(NUDE CHILD SEATED)\", \"24B28A(NATURAL MORTWIRE)\", \"24C74\", \"75L63\"]}", "finish": "stop"}, {"codes": ["25G118", "25G743", "25G582", "25G168", "25H36", "73A413"], "valid_json": true, "hf1": 0.17272727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G743\", \"25G582\", \"25G168\", \"25H36\", \"73A413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine Carlevaris\", \"36A163(David Vinckboons\", \"36A164(Faustinouzzz\", \"36B200(Berchmans\", \"36B201(Hog\", \"36B202(Jan Bruegel\", \"36B203(Paul Bruegel the Younger\", \"36B204(Peter Paul Rubens\")]}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(WHEATGRASS)", "11H(FRANCIS)", "11H(HERMANT)", "31D16"], "valid_json": true, "hf1": 0.14615384615384616, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(WHEATGRASS)\", \"11H(FRANCIS)\", \"11H(HERMANT)\", \"31D16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A16\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "2113(10TH-17THC)", "2113(14THC-16THC)", "2113(16THC-17THC)"], "valid_json": true, "hf1": 0.4324137931034483, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"2113(10TH-17THC)\", \"2113(14THC-16THC)\", \"2113(16THC-17THC)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "31A235", "906C"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"31A235\", \"906C\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D2(DIGGING)\", \"124D250,124D259(####)**,124D259124D2591(GREADER,124D2592TinAAA1,124D2594(**OOOM)**,124D2594(**)**ED**)**,124D2594(1,124D2594(2,124D2594(3,124D2594(4(124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2594(####)**,124D2", "finish": "length"}, {"codes": ["11A238", "23F93", "14C489", "23A45"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"14C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06542815422125767, "best_hf1": 0.4324137931034483, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A238", "11E12", "11H(FRANCIS)", "11H(HERMANT)", "11H18", "11H24", "11H28", "14C489", "15B20", "16D04", "16G97", "18A16", "1B104(19THCENTILITY)", "2113(10TH-17THC)", "2113(14THC-16THC)", "2113(16THC-17THC)", "2113(16THC-17THCENSITY)", "21D322", "23A45", "23F93", "24A12A(NUDE CHILD)", "24A33A(NUDE CHILD SEATED)", "24B28A(NATURAL MORTWIRE)", "24C74", "25G118", "25G168", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(WHEATGRASS)", "25G582", "25G743", "25H36", "31A1002", "31A12", "31A235", "31D11", "31D16", "31J84011", "31J88911", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "33B1", "48C1511", "59G14(GRUNGE DEVIL)", "59G14(GRUNGE FORM)", "59G14(GRUNGE RODOLPH)", "59G33(GUN", "59G42", "59G44", "72A023", "72A051", "72A433", "72A438", "73A", "73A413", "74F12", "75L63", "906C"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 326, "gt_codes": ["11K(SATAN)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "59G11(BIODATA/ECOLOGY)", "63B13(ARCHAEOLOGICAL DIGGING)", "52C23(FACSIMILE)", "183A1(FINE ART CHARACTER)", "183K3(COLOURFUL OBJECTS)"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS)\", \"59G11(BIODATA/ECOLOGY)\", \"63B13(ARCHAEOLOGICAL DIGGING)\", \"52C23(FACSIMILE)\", \"183A1(FINE ART CHARACTER)\", \"183K3(COLOURFUL OBJECTS)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J83012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J83012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["74A12A(woodblock),engraver(input),i", "74A117(plate);engraver(input);engraver(output);", "11K149(enachsen/graphic);engraver(input),engraver(output),i,", "24F31(page;local,general);engraver(input);engraver(output);print,engraver(input),engraver(output);"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A(woodblock),engraver(input),i,\"], \"iconclass-codes\": [\"74A12A(woodblock),engraver(input),i\", \"74A117(plate);engraver(input);engraver(output);\", \"11K149(enachsen/graphic);engraver(input),engraver(output),i,\", \"24F31(page;local,general);engraver(input);engraver(output);print,engraver(input),engraver(output);\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.38000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.26666666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine)", "77A68(Antoine)", "77A38(Ambrose)", "77A633(Lupe)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine)\", \"77A68(Antoine)\", \"77A38(Ambrose)\", \"77A633(Lupe)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.30400000000000005, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(21STC)", "101E", "101I"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(21STC)\", \"101E\", \"101I\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"book\": [\"38L30\"]}{{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"book\": [\"38L30\"]}}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.34545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["33D2", "5E11", "9A241", "101C93", "33D1"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"5E11\",\n \"9A241\",\n \"101C93\",\n \"33D1\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12371987734487735, "best_hf1": 0.38000000000000006, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["101C93", "101E", "101I", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "11K149(enachsen/graphic);engraver(input),engraver(output),i,", "163A05", "16G97", "183A1(FINE ART CHARACTER)", "183K3(COLOURFUL OBJECTS)", "20C33", "21L103", "24F31(page;local,general);engraver(input);engraver(output);print,engraver(input),engraver(output);", "2E198", "2E199", "31A1002", "31A12", "31D16", "31F12", "31H404", "31J83011", "31J83012", "32A107", "32A19", "32B107", "32B114", "32B15", "33D1", "33D2", "36A162(Antoine)", "47C1511", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A433", "52C23(FACSIMILE)", "59G11(BIODATA/ECOLOGY)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "5E11", "601A11", "63B13(ARCHAEOLOGICAL DIGGING)", "72A023", "72A051", "74A117(plate);engraver(input);engraver(output);", "74A12A(woodblock),engraver(input),i", "77A38(Ambrose)", "77A633(Lupe)", "77A68(Antoine)", "81A08", "9A241", "9B104(19THC)", "9B284(21STC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 327, "gt_codes": ["31A22621:22C4(BLONDE)", "31A2422", "41D211", "41D221(SKULLCAP)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113", "10B114", "10B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(HOLLOW FORM)", "59J11(EAR)", "59J21(TONGUE)", "59J31(Nose)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(HOLLOW FORM)\", \"59J11(EAR)\", \"59J21(TONGUE)\", \"59J31(Nose)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.20727272727272728, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["2B112A", "10D14", "33A10", "33A10", "2B126"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2B112A\", \"10D14\", \"33A10\", \"33A10\", \"2B126\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.10133333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["36A162(AUTO PORTRAIT)(PORTRAIT)", "36A1623(AUTO PORTRAIT)", "36A164(PORTRAIT)"], "valid_json": true, "hf1": 0.08650095602294455, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(AUTO PORTRAIT)(PORTRAIT)\", \"36A1623(AUTO PORTRAIT)\", \"36A164(PORTRAIT)\"], \"explanation\": \"The code reflects what it is (a portrait) and the main characteristics of the artwork, (a well-known person).\", \"image_id\": \"185469\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.3622609267170555, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G99", "32A19"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G99\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.1753846153846154, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.042105263157894736, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232(B0, NO SIGNATURE)\", \"39A####(17TH CENTURY)\", \"1C931\"}, {\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232(B0, NO SIGNATURE)\", \"39A####(17TH CENTURY)\", \"1C931\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09031624013066193, "best_hf1": 0.3622609267170555, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12D48", "15B20", "16G99", "1B104", "1B113", "20F93", "21D32", "2B112A", "2B126", "2E198", "2E199", "31A0231", "31A0272", "31A10", "31A12", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33A10", "33A17", "33B1", "34A31", "36A162(AUTO PORTRAIT)(PORTRAIT)", "36A1623(AUTO PORTRAIT)", "36A164(PORTRAIT)", "41A128", "45E04", "48A125", "48A97002", "48C1511", "51F13", "59G14(GRUNGE FORM)", "59G24(HOLLOW FORM)", "59J11(EAR)", "59J21(TONGUE)", "59J31(Nose)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 328, "gt_codes": ["42E22", "73F2452"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(Germanic-\u00adNorman\u00e8)", "49I22(Military Coif)11A.5.11C.63.63.63", "59C42", "49E24(French military rug)11A", "59C18", "59L17", "59F120(Breton Creation)11SC1D(1st creation)9K"], "valid_json": true, "hf1": 0.07272727272727274, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adNorman\u00e8)\", \"49I22(Military Coif)11A.5.11C.63.63.63\", \"59C42\", \"49E24(French military rug)11A\", \"59C18\", \"59L17\", \"59F120(Breton Creation)11SC1D(1st creation)9K\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "33B15", "33B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"33B15\", \"33B16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.12307692307692307, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A(ARMOR)", "24A13A(ARMOR)", "24A14A(ARMOR)", "30A4W(AWTED HOOD)", "33D75(GLOUSSED)", "33D94(SOFTLY SHADOWED HORNS)(AT HEAD)", "33F6A(STRIPERS)", "33F8A(PALMED)", "33N22(PEDDESTERS BELOW FOOT)", "48A9412", "48C409(AFTER)", "91C6V"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ARMOR)\", \"24A13A(ARMOR)\", \"24A14A(ARMOR)\", \"30A4W(AWTED HOOD)\", \"33D75(GLOUSSED)\", \"33D94(SOFTLY SHADOWED HORNS)(AT HEAD)\", \"33F6A(STRIPERS)\", \"33F8A(PALMED)\", \"33N22(PEDDESTERS BELOW FOOT)\", \"48A9412\", \"48C409(AFTER)\", \"91C6V\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33B39", "33D38", "33D39", "33D40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33B39\", \"33D38\", \"33D39\", \"33D40\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30J115", "24J24", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30J115\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104( Scaffold)", "9B105(FIRST KNEELING)", "9B106(SECOND KNEELING)", "9B107(THIRD KNEELING)", "9B108(FOURTH KNEELING)", "9B109(FIFTH KNEELING)", "9B110(SIXTH KNEELING)", "9B111(SEVENTH KNEELING)", "9B113(EIGHTH KNEELING)", "9B114(NINTH KNEELING)", "9B115(TENTH KNEELING)", "9B117(ELBOW OR HEAD REST)", "9B118(ACCORDION)", "9B119(FANTASIA)", "9B120(SWCORN)", "9B121(SSTRAINT)", "9B126(BANNER)", "9B127(HORSES)", "9B128(MONUMENTAL SOLITRY)", "9B129(COOL ENVIRONMENT)", "92A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104( Scaffold)\", \"9B105(FIRST KNEELING)\", \"9B106(SECOND KNEELING)\", \"9B107(THIRD KNEELING)\", \"9B108(FOURTH KNEELING)\", \"9B109(FIFTH KNEELING)\", \"9B110(SIXTH KNEELING)\", \"9B111(SEVENTH KNEELING)\", \"9B113(EIGHTH KNEELING)\", \"9B114(NINTH KNEELING)\", \"9B115(TENTH KNEELING)\", \"9B117(ELBOW OR HEAD REST)\", \"9B118(ACCORDION)\", \"9B119(FANTASIA)\", \"9B120(SWCORN)\", \"9B121(SSTRAINT)\", \"9B126(BANNER)\", \"9B127(HORSES)\", \"9B128(MONUMENTAL SOLITRY)\", \"9B129(COOL ENVIRONMENT)\", \"92A125\"], \"notes\": \"Associated with LIST OF LOCATIONS\"}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "33B2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"33B2\"]}", "finish": "stop"}, {"codes": ["15B20", "33D11", "33D15", "33D30", "48A28", "48A40"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"33D11\", \"33D15\", \"33D30\", \"48A28\", \"48A40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["48A2185", "48A3151", "48A415", "48A138", "48A213", "48A217"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48A3151\", \"48A415\", \"48A138\", \"48A213\", \"48A217\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03505026223776224, "best_hf1": 0.12666666666666668, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DRAWING)", "14G41", "15B20", "16G97", "24A12A(ARMOR)", "24A13A(ARMOR)", "24A14A(ARMOR)", "24J24", "2E198", "2E199", "30A4W(AWTED HOOD)", "30J115", "31J03", "32A107", "32A19", "32A23", "32B107", "32B15", "32C2", "33A06", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A37", "33B15", "33B16", "33B2", "33B39", "33C17", "33D11", "33D15", "33D30", "33D38", "33D39", "33D40", "33D75(GLOUSSED)", "33D94(SOFTLY SHADOWED HORNS)(AT HEAD)", "33F6A(STRIPERS)", "33F8A(PALMED)", "33N22(PEDDESTERS BELOW FOOT)", "37B232", "37B248", "45E04", "45E22", "45E24", "45F04", "48A125", "48A138", "48A213", "48A217", "48A2185", "48A28", "48A3151", "48A40", "48A415", "48A9412", "48C1511", "48C409(AFTER)", "49E24(French military rug)11A", "49I22(Military Coif)11A.5.11C.63.63.63", "59C18", "59C42", "59F120(Breton Creation)11SC1D(1st creation)9K", "59G14(Germanic-\u00adNorman\u00e8)", "59L17", "91C6V", "92A125", "92L42", "9B104( Scaffold)", "9B105(FIRST KNEELING)", "9B106(SECOND KNEELING)", "9B107(THIRD KNEELING)", "9B108(FOURTH KNEELING)", "9B109(FIFTH KNEELING)", "9B110(SIXTH KNEELING)", "9B111(SEVENTH KNEELING)", "9B113(EIGHTH KNEELING)", "9B114(NINTH KNEELING)", "9B115(TENTH KNEELING)", "9B117(ELBOW OR HEAD REST)", "9B118(ACCORDION)", "9B119(FANTASIA)", "9B120(SWCORN)", "9B121(SSTRAINT)", "9B126(BANNER)", "9B127(HORSES)", "9B128(MONUMENTAL SOLITRY)", "9B129(COOL ENVIRONMENT)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 329, "gt_codes": ["49L171", "49M413", "49M3", "49L12(N)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10B117\", \"10B118\", \"10B119\", \"10B120\", \"10B121\", \"10B122\", \"10B123\", \"10B124\", \"10B125\", \"10B126\", \"10B127\", \"10B128\", \"10B129\", \"10B130\", \"10B131\", \"10B132\", \"10B133\", \"10B134\", \"10B135\", \"10B136\", \"10B137\", \"10B138\", \"10B139\", \"10B140\", \"10B141\", \"10B142\", \"10B143\", \"10B144\", \"10B145\", \"10B146\", \"10B147\", \"10B148\", \"10B149\", \"10B150\", \"10B151\", \"10B152\", \"10B153\", \"10B154\", \"10B155\", \"10B156\", \"10B157\", \"10B158\", \"10B159\", \"10B160\", \"10B161\", \"10B162\", \"10B163\", \"10B164\", \"10B165\", \"10B166\", \"10B167\", \"10B168\", \"10B169\", \"10B170\", \"10B171\", \"10B172\", \"10B173\", \"10B174\", \"10B175\", \"10B176\", \"10B177\", \"10B178\", \"10B179\", \"10B180\", \"10B181\", \"10B182\", \"10B183\", \"10B184\", \"10B185\", \"10B186\", \"10B187\", \"10B188\", \"10B189\", \"10B190\", \"10B191\", \"10B192\", \"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59114(GRUNGE FORM)", "59104(FREE STYLE DEVILLED GROOM)", "11A156(DECORATIVE LETTERS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE FORM)\", \"59104(FREE STYLE DEVILLED GROOM)\", \"11A156(DECORATIVE LETTERS)\"], \"best_match\": \"11A156\", \"explanation\": \"The image shows a 'decorative letter', specifically the capital 'N', which is adorned with intricate, swirling lines and organic patterns typical of floral or foliate design. The style suggests a 'grunge form' due to the intricate, somewhat chaotic distribution of these lines. In terms of 'free style deviling groom', while not exact, the genre transcends into decorative titles or page embellishment common in old books, such as 'decoupage title' styles.\"}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "22B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"22B128\"]}", "finish": "stop"}, {"codes": ["11J03", "11E04", "19B22", "22G2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03\", \"11E04\", \"19B22\", \"22G2\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H001"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H001\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["25H062(A)", "25H066"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(A)\", \"25H066\"]}$", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12F52(SEEKING)", "12F52####(SEEKING)", "12F59(LANGUAGE)", "12F591(PARAMETER)", "212F25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12F52(SEEKING)\", \"12F52####(SEEKING)\", \"12F59(LANGUAGE)\", \"12F591(PARAMETER)\", \"212F25\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.01328288395650231, "best_hf1": 0.07959183673469389, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "10D14", "11A1", "11A156(DECORATIVE LETTERS)", "11A218", "11E04", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H001", "11H118", "11H24", "11H28", "11H743", "11J03", "12F52####(SEEKING)", "12F52(DIGRESSIVE)", "12F52(SEEKING)", "12F59(LANGUAGE)", "12F591(PARAMETER)", "13A3", "15B20", "16G17", "16G19", "19B22", "1B104", "1B113", "212F25", "21D32", "22A107", "22B107", "22B114", "22B128", "22B15", "22G2", "23F9", "24A12A", "24A26", "25G18", "25G93", "25H062(A)", "25H066", "31A10", "31A12", "31D11", "33A10", "33B1", "48A125", "48A244", "48C1511", "51613", "51C45", "59104(FREE STYLE DEVILLED GROOM)", "59114(GRUNGE FORM)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 330, "gt_codes": ["45H3(+3)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GROUPED FORM)", "59G24(FROM A SINGLE VIEWPOINT)", "11A38(SOIL, FLOOR)", "11D34(WATER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FORM)\", \"59G24(FROM A SINGLE VIEWPOINT)\", \"11A38(SOIL, FLOOR)\", \"11D34(WATER)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V220", "212M63"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(NUCLEUS)", "24A33A(NUCLEUS)", "24B3B(NUCLEUS)", "24B519(NUCLEUS)", "17H30", "42M90", "42M11"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(NUCLEUS)\", \"24A33A(NUCLEUS)\", \"24B3B(NUCLEUS)\", \"24B519(NUCLEUS)\", \"17H30\", \"42M90\", \"42M11\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \"\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L115", "24J24", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L115\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08888888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.034187499999999996, "best_hf1": 0.152, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11A38(SOIL, FLOOR)", "11D34(WATER)", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "14G41", "15B20", "16G97", "17H30", "1B104", "1B113", "212M63", "21D32", "23F9", "24A12A(NUCLEUS)", "24A33A(NUCLEUS)", "24B3B(NUCLEUS)", "24B519(NUCLEUS)", "24J24", "2E198", "2E199", "30L115", "31D11", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33C17", "33C30", "36A06211", "37B232", "37B248", "37J", "37L", "37P", "41B1", "41B3", "41K28", "42C40", "42M11", "42M90", "45E04", "47C1511", "51C45", "51F13", "51G6", "51M5", "59G14(GROUPED FORM)", "59G24(FROM A SINGLE VIEWPOINT)", "73A244", "89V220", "92L42"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 331, "gt_codes": ["49L171", "49M413", "49M3", "49L12(A)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10B117\", \"10B118\", \"10B119\", \"10B120\", \"10B121\", \"10B122\", \"10B123\", \"10B124\", \"10B125\", \"10B126\", \"10B127\", \"10B128\", \"10B129\", \"10B130\", \"10B131\", \"10B132\", \"10B133\", \"10B134\", \"10B135\", \"10B136\", \"10B137\", \"10B138\", \"10B139\", \"10B140\", \"10B141\", \"10B142\", \"10B143\", \"10B144\", \"10B145\", \"10B146\", \"10B147\", \"10B148\", \"10B149\", \"10B150\", \"10B151\", \"10B152\", \"10B153\", \"10B154\", \"10B155\", \"10B156\", \"10B157\", \"10B158\", \"10B159\", \"10B160\", \"10B161\", \"10B162\", \"10B163\", \"10B164\", \"10B165\", \"10B166\", \"10B167\", \"10B168\", \"10B169\", \"10B170\", \"10B171\", \"10B172\", \"10B173\", \"10B174\", \"10B175\", \"10B176\", \"10B177\", \"10B178\", \"10B179\", \"10B180\", \"10B181\", \"10B182\", \"10B183\", \"10B184\", \"10B185\", \"10B186\", \"10B187\", \"10B188\", \"10B189\", \"10B190\", \"10B191\", \"10B192\", \"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59114(GRUNGE FORM)", "59104(FULL PAGES)", "25E113", "681C163", "33C4", "59102(FULLLET)", "241B101"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE FORM)\", \"59104(FULL PAGES)\", \"25E113\", \"681C163\", \"33C4\", \"59102(FULLLET)\", \"241B101\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "523A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"523A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "21B06"], "valid_json": true, "hf1": 0.07938144329896908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"21B06\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["11A023", "11A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.1327731092436975, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A023\", \"11A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19", "31A234", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\", \"31A234\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.021568053694500603, "best_hf1": 0.1327731092436975, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10D14", "11A023", "11A051", "11A238", "11E12", "11E1515", "11E1615", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12C48", "12F52(DIGRESSIVE)", "13A3", "15B20", "16G17", "16G19", "18B16", "19B220", "1B104", "1B113", "21B06", "21D32", "22A107", "22B159", "22C3250", "23F93", "241B101", "24A12A", "24A26", "25A1", "25E113", "25G98", "25G99", "31A10", "31A12", "31A234", "31A235", "31A77", "31A89", "31A96", "31D11", "31J03", "33A10", "33B1", "33C4", "34E51", "35B2", "35C7", "39F4", "39H6", "45E04", "48A125", "48A43", "48A441", "48C1511", "51613", "523A", "59102(FULLLET)", "59104(FULL PAGES)", "59114(GRUNGE FORM)", "681C163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 332, "gt_codes": ["31A2363(+1)", "46C24", "47K42", "54AA11", "56B2(+11)", "86(DERJENIGE, DER HERUMLIEGT UND IN SEINEM KAHN RUHT, etc.)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GREEK FORMS:RESURRECTION)", "97A23(CYCLE FORM)", "31D6(ROOM WITH DRAWING)", "33C23", "31D12", "48C74"], "valid_json": true, "hf1": 0.20725333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GREEK FORMS:RESURRECTION)\", \"97A23(CYCLE FORM)\", \"31D6(ROOM WITH DRAWING)\", \"33C23\", \"31D12\", \"48C74\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0991304347826087, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.1142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74L009", "3A08", "2A2601"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74L009\", \"3A08\", \"2A2601\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DIVE)"], "valid_json": 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"finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BUILDING OR PART OF BUILDING)", "22C13(HOUSE)", "22C93(CABREST AND PORTICO)", "11A232(CONSTRAAACTIONS, CROWS ON)", "11A4738(CONSTRUCTION)", "41B5230", "41B5710", "10E6(22C13(HOUSE))"], "valid_json": true, "hf1": 0.08941176470588234, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BUILDING OR PART OF BUILDING)\", \"22C13(HOUSE)\", \"22C93(CABREST AND PORTICO)\", \"11A232(CONSTRAAACTIONS, CROWS ON)\", \"11A4738(CONSTRUCTION)\", \"41B5230\", \"41B5710\", \"10E6(22C13(HOUSE))\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "41A244"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"41A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.056615569250565725, "best_hf1": 0.23395522388059703, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10E6(22C13(HOUSE))", "11A1", "11A218", "11A232(CONSTRAAACTIONS, CROWS ON)", "11A4738(CONSTRUCTION)", "11D24", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "15A11", "15A2114", "15B20", "16G97", "1B104(19THC)", "1B201(20THC)", "1B202(21STC)", "22C13(HOUSE)", "22C32(BUILDING OR PART OF BUILDING)", "22C93(CABREST AND PORTICO)", "23F9", "24A12A(LOCKS), (24A12A) CASTLE", "25C101(ARCHITECTURAL BEAUTY)", "25C103(ARCHITECTURAL INTERIOR)", "25C105(ARCHITECTURAL RECREATED)", "27A107", "29F17", "2E19818", "31A0231", "31A0272", "31D11", "31J03", "32A1002", "32A12", "32A19", "32A43", "32B15", "32C2", "32C26", "33B15", "33C30", "34A31", "35B107", "36A06211", "37B114", "37B15", "37J", "37L", "37P33", "39B03(DIM)", "40F2", "41A128", "41A244", "41B1", "41B3", "41B5230", "41B5710", "41K28", "42C40", "45E04", "45E22", "45E246", "45E406", "45E512", "47A30", "47C1511", "49J49122", "51C45", "53A02", "63A05", "81A08", "90C1A(FORESTS, (90C1A)WOODLANDS), (90C1A)FORESTS, (90C1A)FORESTS, (90C1A)TOPOGRAPHY"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 335, "gt_codes": ["31A221"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59114011", "59114497", "59221113", "681C1637", "681D1616"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114011\", \"59114497\", \"59221113\", \"681C1637\", \"681D1616\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.19899497487437187, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["32J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u5de5\u4f5c\u8005\u76f8\u5173\u7684\u6d77\u62a5\u3002\u4e0a\u8ff0Iconclass\u4ee3\u7801\u51c6\u786e\u5730\u63cf\u8ff0\u4e86\u5176\u4e3b\u8981\u5185\u5bb9\uff1a\\n\\n- **36A06211**: \u660e\u786e\u9488\u5bf9\u7684\u662f\u201c\u62a4\u7406\u5de5\u4f5c\uff08\u62a4\u7406\uff09\u201d\u3002\u6d77\u62a5\u7684\u4e3b\u9898\u3001\u4eba\u7269\u548c\u6587\u5b57\u90fd\u4e0e\u62a4\u7406\u5de5\u4f5c\u7684\u4e13\u4e1a\u6027\u548c\u5173\u6000\u6027\u7d27\u5bc6\u76f8\u5173\u3002\\n- **37J**: \\\"\u5065\u5eb7\u4e0e\u75be\u75c5\\\"\u3002\u62a4\u7406\u672c\u8eab\u5c31\u662f\u533b\u5b66\u548c\u4fdd\u5065\u9886\u57df\u7684\u91cd\u8981\u73af\u8282\uff0c\u8fd9\u5f20\u6d77\u62a5\u5904\u7406\u4e86\u4e0e\u5065\u5eb7\u548c\u7167\u62a4\u76f8\u5173\u7684\u4e3b\u9898\u3002\\n- **37L**: \\\"\u533b\u52a1\u5de5\u4f5c\u4eba\u5458\\\"\u3002\u6d77\u62a5\u4e2d\u7684\u5f62\u8c61\u662f\u7a7f\u7740\u5de5\u4f5c\u670d\u7684\u62a4\u7406\u4eba\u5458\uff0c\u76f4\u63a5\u4ee3\u8868\u4e86\u8fd9\u4e2a\u7fa4\u4f53\u7684\u4e13\u4e1a\u5f62\u8c61\u3002\"", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16.1.1", "25E25", "25E34", "25E51", "29.E", "93B26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1.1\", \"25E25\", \"25E34\", \"25E51\", \"29.E\", \"93B26\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L30(LONG)\", \"138Q8\"], \"infos\"
}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGITAL)", "37B232", "37B248"], "valid_json": true, "hf1": 0.16, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGITAL)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04505623354869586, "best_hf1": 0.19899497487437187, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["05331", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGITAL)", "12D48", "16.1.1", "1B104", "1B113", "20F93", "21D32", "24A12A", "24A26", "25E25", "25E34", "25E51", "29.E", "2E198", "2E199", "32A10", "32A107", "32A12", "32B107", "32B114", "32B128", "32B15", "32J03", "33A10", "37B232", "37B248", "418A", "41B3", "45E04", "45E22", "45E24", "45F04", "47C1511", "51613", "59114011", "59114497", "59221113", "681C1637", "681D1616", "93B26"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 336, "gt_codes": ["11R7", "43C1(+4241)", "43C1(+43)", "56D1", "86(SPE ILLECTAT INANI)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE-\u00adSTYLE)", "40F97", "59C2111"], "valid_json": true, "hf1": 0.14250000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE-\u00adSTYLE)\", \"40F97\", \"59C2111\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "79V220", "212M63"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"79V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["74A12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H168", "11H169", "31A132", "31A181"], "valid_json": true, "hf1": 0.11875, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H168\", \"11H169\", \"31A132\", \"31A181\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.1853658536585366, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["46A16211", "37J", "37A", "37A33"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A16211\", \"37J\", \"37A\", \"37A33\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "05S31"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, 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"all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["75B20", "31D112", "31D117", "31D124"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"75B20\", \"31D112\", \"31D117\", \"31D124\"]}", "finish": "stop"}, {"codes": ["6D3A8", "6D3B2", "6D3B5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"6D3A8\", \"6D3B2\", \"6D3B5\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "72C32"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"72C32\"]}", "finish": "stop"}, {"codes": ["48A2185", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 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"1B204(21STC)", "1B216(22STC)", "25C101(FASTIGIUM)", "25C102(ROCOC)", "48C2007"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(21STC)\", \"1B216(22STC)\", \"25C101(FASTIGIUM)\", \"25C102(ROCOC)\", \"48C2007\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "33C23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"33C23\"]}", "finish": "stop"}, {"codes": ["15B20", "33D11", "33D15", "33D30", "48A28", "48C40"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"33D11\", \"33D15\", \"33D30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(ARCHITECTURAL FORM)", "14F31(DOOR)", "31E####(ARCHITECTURAL ELEMENT)", "52D53"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(ARCHITECTURAL FORM)\", \"14F31(DOOR)\", \"31E####(ARCHITECTURAL ELEMENT)\", \"52D53\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.02086607142857143, "best_hf1": 0.095, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A154(1292-1420)", "11A156(1516-1633)", "11A178(1488-1560)", "11A238", "11E12", "11E1515", "11E1615", "11E18", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12C489", "12F52(DIGRESSIVE)", "14F31(DOOR)", "15B20", "16G97", "18B16", "1B104(19THC)", "1B204(21STC)", "1B216(22STC)", "22C32(BACKDROP OR SETTING)", "23A45", "23F93", "25A1", "25C101(FASTIGIUM)", "25C102(ROCOC)", "25G98", "25G99", "31A0231", "31A0272", "31A235", "31A27", "31B20", "31D16", "31E####(ARCHITECTURAL ELEMENT)", "31J03011(Scripture)(Genesis)", "31J04011(Scripture)(Leviticus)", "31J04012(Scripture)(Numbers)", "31J05011(Scripture)(Psalms)", "31J05012(Scripture)(Canticles)", "31J06011(Scripture)(Isaiah)", "31J07008(Scripture)(Acts)", "31J07009(Scripture)(Romans)", "31J07010(Scripture)(Theologizing Scriptures)", "31J08011(Scripture)(Daniel)", "31J08012(Scripture)(Revelation)", "32A19", "32A23", "32B15", "32C2", "33A06", "33A10", "33A100", "33A102", "33A12", "33A26", "33A37", "33B29", "33C17", "33C23", "33D11", "33D15", "33D30", "33D38", "33D39", "33D40", "34A31", "39A####(ARCHITECTURAL FORM)", "41A128", "48A125", "48A28", "48C1511", "48C2007", "48C40", "52D53", "59G14(GRUNGE FORM)", "59G24(FROM 2022)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 343, "gt_codes": ["41A773", "11F4", "11G1911", "41C621", "41C121", "31AA2351"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"31B10\",\n\t\"31B11\",\n\t\"31B12\",\n\t\"31B13\",\n\t\"31B14\",\n\t\"31B15\",\n\t\"31B16\",\n\t\"31B17\",\n\t\"31B18\",\n\t\"31B19\",\n\t\"31B20\",\n\t\"31B21\",\n\t\"31B22\",\n\t\"31B23\",\n\t\"31B24\",\n\t\"31B25\",\n\t\"31B26\",\n\t\"31B27\",\n\t\"31B28\",\n\t\"31B29\",\n\t\"31B30\",\n\t\"31B31\",\n\t\"31B32\",\n\t\"31B33\",\n\t\"31B34\",\n\t\"31B35\",\n\t\"31B36\",\n\t\"31B37\",\n\t\"31B38\",\n\t\"31B39\",\n\t\"31B40\",\n\t\"31B41\",\n\t\"31B42\",\n\t\"31B43\",\n\t\"31B44\",\n\t\"31B45\",\n\t\"31B46\",\n\t\"31B47\",\n\t\"31B48\",\n\t\"31B49\",\n\t\"31B50\",\n\t\"31B51\",\n\t\"31B52\",\n\t\"31B53\",\n\t\"31B54\",\n\t\"31B55\",\n\t\"31B56\",\n\t\"31B57\",\n\t\"31B58\",\n\t\"31B59\",\n\t\"31B60\",\n\t\"31B61\",\n\t\"31B62\",\n\t\"31B63\",\n\t\"31B64\",\n\t\"31B65\",\n\t\"31B66\",\n\t\"31B67\",\n\t\"31B68\",\n\t\"31B69\",\n\t\"31B70\",\n\t\"31B71\",\n\t\"31B72\",\n\t\"31B73\",\n\t\"31B74\",\n\t\"31B75\",\n\t\"31B76\",\n\t\"31B77\",\n\t\"31B78\",\n\t\"31B79\",\n\t\"31B80\",\n\t\"31B81\",\n\t\"31B82\",\n\t\"31B83\",\n\t\"31B84\",\n\t\"31B85\",\n\t\"31B86\",\n\t\"31B87\",\n\t\"31B88\",\n\t\"31B89\",\n\t\"31B90\",\n\t\"31B91\",\n\t\"31B92\",\n\t\"31B93\",\n\t\"31B94"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROMAGE FORM)", "59G11(BIODATA/ECOLOGY)", "63B13(ARCHA", "63B12(FROMAGE)", "64A41(TH\u0435\u043c\u044b\u043c OF GOD", "64C18(ME", "64C17(I"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROMAGE FORM)\", \"59G11(BIODATA/ECOLOGY)\", \"63B13(ARCHA\", \"63B12(FROMAGE)\", \"64A41(TH\u0435\u043c\u044b\u043c OF GOD\", \"64C18(ME\", \"64C17(I\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0991304347826087, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.1568345323741007, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(NUDITY)", "24A33A(NUDITY)", "24B3B(NUDITY)", "24W519(NUDITY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(NUDITY)\", \"24A33A(NUDITY)\", \"24B3B(NUDITY)\", \"24W519(NUDITY)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.2682352941176471, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.16285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.1554639175257732, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.324965811965812, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "5161", "5162", "2172"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"5161\", \"5162\", \"2172\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.1688888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11F18", "18A25"], "valid_json": true, "hf1": 0.23943687556766577, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11F18\", \"18A25\"]}", "finish": "stop"}, {"codes": ["121D263", "33D2", "250E116", "39A####"], "valid_json": true, "hf1": 0.11600000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D263\", \"33D2\", \"250E116\", \"39A####\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.19374193548387098, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14657336757390987, "best_hf1": 0.324965811965812, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F18", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D263", "15B20", "16G97", "18A25", "1B104", "1B113", "2172", "23F9", "24A12A(NUDITY)", "24A33A(NUDITY)", "24B3B(NUDITY)", "24W519(NUDITY)", "250E116", "28D32", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A51213", "31D11", "31D16", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "33A17", "33B1", "33D2", "34B31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "39A####", "41A128", "44E51", "47C1511", "47I34", "48A244", "5161", "5162", "51C45", "59G11(BIODATA/ECOLOGY)", "59G14(GRUNGE FORM)", "59G24(FROMAGE FORM)", "60A3", "630E", "631A", "63B12(FROMAGE)", "63B13(ARCHA", "64A41(TH\u0435\u043c\u044b\u043c OF GOD", "64C17(I", "64C18(ME", "73A", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 344, "gt_codes": ["41D92", "46A124", "85", "31D15(+9411)"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROMAGE FORM)", "59G11(BIODATA/ECO-FRIENDLY)", "59G34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROMAGE FORM)\", \"59G11(BIODATA/ECO-FRIENDLY)\", \"59G34\"], \"note\": \"This artwork appears to be a woodcut or engraving print featuring 'The Trailer,' illustrating scenes related to the episode \\\"Der Trailer\\\" (The Trailer) by Noah.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.24435797665369652, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.15238095238095237, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(cover-pages),", "24A33A(inside-leaflets),", "24B22A(open-books-with-text),", "24D8101", "25F03", "25F09"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(cover-pages),\", \"24A33A(inside-leaflets),\", \"24B22A(open-books-with-text),\", \"24D8101\", \"25F03\", \"25F09\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.11659793814432991, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.15918367346938778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine)", "77A68(Antoine)", "77A38(Antoine)", "36A134(Lupe)"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine)\", \"77A68(Antoine)\", \"77A38(Antoine)\", \"36A134(Lupe)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "15N31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"15N31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(POOR)", "9B113(BEATEN AND HUMILIATED)", "9B113(LOST)", "9L160", "9C20"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(POOR)\", \"9B113(BEATEN AND HUMILIATED)\", \"9B113(LOST)\", \"9L160\", \"9C20\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.10143497757847533, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.22122905027932963, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B32"], "valid_json": true, "hf1": 0.12695172413793104, "code_recall": 0.0, "code_precision": 0.0, 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[\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.09827586206896553, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001", "48A98221"], "valid_json": true, "hf1": 0.25094339622641504, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\", \"48A98221\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.10133333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12F5250(FULL LENGTH)", "15C2####(MUGEL HENRI)", "49A105"], "valid_json": true, "hf1": 0.04936708860759494, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12F5250(FULL LENGTH)\", \"15C2####(MUGEL HENRI)\", \"49A105\"]}", "finish": "stop"}, {"codes": ["11A218", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11000511491685001, "best_hf1": 0.33466708151835717, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "12F5250(FULL LENGTH)", "15B20", "15C2####(MUGEL HENRI)", "16G97", "1B104", "1B113", "20F9", "21D32", "24A12A", "24A26", "2E198", "2E199", "305B", "31A0231", "31A0272", "31D11", "31J03", "32A10", "32A107", "32A12", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A10", "33A26", "33A28", "33A29", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A128", "45E04", "45E22", "45E24", "45F04", "48A1", "48A244", "48A97001", "48A98221", "48B3", "48C1511", "49A105", "51C45", "51F13", "51G6", "51M5", "53A", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 349, "gt_codes": ["25G3(+33)", "25H17", "25H213", "41A17", "46AA14", "46C11", "47I2111", "49G361"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59114(Germanic mountains)", "59124(French mountains)", "59111(European alpine/penine mountains)", "59133(Swiss mountains)", "59128(French mountains)", "42B101"], "valid_json": true, "hf1": 0.0522911051212938, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(Germanic mountains)\", \"59124(French mountains)\", \"59111(European alpine/penine mountains)\", \"59133(Swiss mountains)\", \"59128(French mountains)\", \"42B101\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "89V220", "212M63"], "valid_json": true, "hf1": 0.1319148936170213, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A", "24A12B", "33L02", "33A03", "24A10", "25H05"], "valid_json": true, "hf1": 0.19682539682539682, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"24A12B\", \"33L02\", \"33A03\", \"24A10\", \"25H05\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.11836734693877551, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(Agricultural Scene)", "36A253(Multi Ingredient Scene)", "36A333(Cows)", "36A334(Government Regulations Scene)", "36C511(Barn)", "36F211(Animal Sheltered by Building)", "37G211(Town and Canter Scene)", "37G212(Rural Scene)", "48A23"], "valid_json": true, "hf1": 0.03756050338818974, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Agricultural Scene)\", \"36A253(Multi Ingredient Scene)\", \"36A333(Cows)\", \"36A334(Government Regulations Scene)\", \"36C511(Barn)\", \"36F211(Animal Sheltered by Building)\", \"37G211(Town and Canter Scene)\", \"37G212(Rural Scene)\", \"48A23\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.17874564459930314, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.15279373368146215, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.04566929133858268, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.12324324324324323, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250,121D259(####)**,121D259121D2591(GREADER,121D2592TinAAA+121D2594121D2815Greel(121D294Caftee121D294Cestee122B51BASS+Cows122B51BASS+Calf+122B71F8IRE(122B73SHEEP,122C50A1(122C51\n\n122C51(BULL,122C51(WO\u9075\u533b\u5631,122C15XXXX,122C17122E122E17(122A13122A17122A17(122A13122A17122A17(WOLF+192B494WAL735GW94", "finish": "stop"}, {"codes": ["11A218", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.08405797101449276, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07009182061048508, "best_hf1": 0.19682539682539682, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12D489", "15B20", "16G97", "16I19", "1B104", "1B113", "212M63", "21D32", "23A45", "23F93", "24A10", "24A12A", "24A12B", "25G98", "25H05", "31A0231", "31A0272", "31A1002", "31A12", "31A43", "31B15", "31C2", "31C26", "31D11", "31D16", "31J84", "32A107", "32B107", "32B114", "32B15", "33A03", "33A17", "33B1", "33L02", "34A31", "36A162(Agricultural Scene)", "36A253(Multi Ingredient Scene)", "36A333(Cows)", "36A334(Government Regulations Scene)", "36C511(Barn)", "36F211(Animal Sheltered by Building)", "37G211(Town and Canter Scene)", "37G212(Rural Scene)", "41A128", "41B1", "41B3", "42B101", "45E84", "47C1511", "48A23", "51F13", "51G6", "51M5", "59111(European alpine/penine mountains)", "59114(Germanic mountains)", "59124(French mountains)", "59128(French mountains)", "59133(Swiss mountains)", "63A05", "73A", "81A08", "89V220"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 350, "gt_codes": ["47I212"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19V220", "212M63"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A12A(HAIR)", "24A12A(HEAD)", "24A12A(FWIRE)", "24A12A(HORSE)", "24B22"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A12A(HAIR)\", \"24A12A(HEAD)\", \"24A12A(FWIRE)\", \"24A12A(HORSE)\", \"24B22\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H168", "11H169", "31A132", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H168\", \"11H169\", \"31A132\", \"31A181\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", 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false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A43\", \"31B15\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(PIG)", "33D2", "25001"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(PIG)\", \"33D2\", \"25001\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A2(PORCINE CLASS)\", \"11A5(FOUR LEGGED ANIMAL)\", \"11A5(FORLUGGED HEAD)\", \"11A6(DOGING HEAD)\", \"11A6(LYRMANIAN PANNING)\", \"11D8(LOOKING INTO THE AIR)\", \"11E17(TWO LEGGED ANIMALS)\", \"11E26(DOGS)\", \"11E31(DOG, SHOULDER VIEW)\", \"11E34(DOG, FRONT VIEW)\", \"11E57(DOG, DOGMAN'S)\", \"8A48(FINNISH HEAD)\", \"45D2(MEAL)\", \"46A1(LUNCH)\", \"46B12(WATER\")]}`,", "finish": "stop"}], "n": 16, "mean_hf1": 0.027453373015873014, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["10720", "11A1", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H118", "11H119", "11H168", "11H169", "11H743", "12F52(PIG)", "16G97", "16G99", "19V220", "1B104", "1B113", "20Q3", "212M63", "21D32", "24A12A(FWIRE)", "24A12A(HAIR)", "24A12A(HEAD)", 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"1B104", "1B113", "20F93", "2172", "21A17", "28D32", "2E198", "2E199", "305B", "31A0231", "31A0272", "31A43", "31B15", "31C2", "31C26", "31D11", "31F12", "31H404", "31H405", "31J03011", "31J08911", "32A1002", "32A107", "32A12", "32B107", "32B114", "32B15", "33A17", "33A4", "33B1", "34A12A", "34A12B", "34A31", "34C00", "34C08", "34C10", "35A00", "36A162(AUTO PORTRAIT)(PORTRAIT)", "36A1623(AUTO PORTRAIT)", "36A164(PORTRAIT)", "37B232", "37B248", "41A128", "48A1", "48B3", "48C1511", "5161", "5162", "53A", "59A14011", "59A14411", "59C21111", "59C42", "63A05", "6K15163", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 352, "gt_codes": ["46C21"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUPED FIGURES)", "59G49(ROCKY SLOPE)", "11A156(BOAT IN SHALLOW WATER)", "34A", "59C42", "12B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES)\", \"59G49(ROCKY SLOPE)\", \"11A156(BOAT IN SHALLOW WATER)\", \"34A\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30O4212", "30T404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30O4212\", \"30T404\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(WATERLIFT)", "24A20(WATERLIFT)", "30A4W(SHEDDING)", "33D75(GROWS)", "32M909(TERRACE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(WATERLIFT)\", \"24A20(WATERLIFT)\", \"30A4W(SHEDDING)\", \"33D75(GROWS)\", \"32M909(TERRACE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DIST)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DIST)\"]}", "finish": "stop"}, {"codes": ["31A235", "19E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"19E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "32C13", "32C32", "32F13", "32G6", "32M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"32C13\", \"32C32\", \"32F13\", \"32G6\", \"32M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A370", "43K28", "32C40"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A370\", \"43K28\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COAST)\", \"121D27(CLIFF OR ROCK)\", \"159A####(BEACH)\", \"21C149(LANDSCAPE SKY)\", \"111A2(SHIRT)\", \"25B25(SHOULDER PATCH)\", \"473815(BATRACIAN)\", \"260D####(LOGATH CORS)\", \"473806(CORAL)\", \"137A233(WIND)]\"}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.021742063492063493, "best_hf1": 0.08444444444444445, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A156(BOAT IN SHALLOW WATER)", "11A16", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12B24", "12I515", "15B20", "16G97", "19E34", "23F9", "24A12A(LOCKS)", "24A20(WATERLIFT)", "24A20A(WATERLIFT)", "305B28", "30A4W(SHEDDING)", "30O4212", "30T404", "31A0231", "31A0272", "31A235", "31D11", "31J8401", "31J8402", "32A04", "32A10", "32A107", "32A12", "32A19", "32A43", "32B107", "32B114", "32B15", "32C13", "32C2", "32C26", "32C32", "32C40", "32F13", "32G6", "32M5", "32M909(TERRACE)", "33A100", "33A102", "33A17", "33A26", "33B1", "33C17", "33D75(GROWS)", "34A", "34A31", "36A06211", "37J", "37L", "37P33", "39B03(DIST)", "41A128", "41B1", "41B3", "43K28", "47C1511", "48A244", "51C45", "59C42", "59G14(GROUPED FIGURES)", "59G49(ROCKY SLOPE)", "63A05", "73A370", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 353, "gt_codes": ["31A235", "31A25(+933)", "31A2541", "31A2549", "33C23"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["591140", "01A", "40497", "592211", "596815", "30P334"], "valid_json": true, "hf1": 0.056804733727810655, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"591140\", \"01A\", \"40497\", \"592211\", \"596815\", \"30P334\"]}", "finish": "stop"}, {"codes": ["27A107", "35B10", "917OO"], "valid_json": true, "hf1": 0.09923273657289003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B10\", \"917OO\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(SANITAIRE)\", \"31J03012(LAVAGE DES MAINS)\", \"31K06301(UTILISATION D'E MOUTAGES OU D'ASSEPTANTS)\\\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(cover-pages),\", \"24A33A(inside-leaflets),\", \"24B22A(pamphlets),\", \"24D810(tail)],\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["17B4", "16A185", "42D25", "42E1", "44B2", "41A25", "47K62", "22B6(PARENT AND CHILD)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual content of the poster, here are the most relevant Iconclass codes, prioritized by confidence and relevance to the actual subject matter (an adult reading to a child).\n\n```json\n{\n \"iconclass-codes\": [\n \"17B4\",\n \"16A185\",\n \"42D25\",\n \"42E1\",\n \"44B2\",\n \"41A25\",\n \"47K62\",\n \"22B6(PARENT AND CHILD)\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.19899497487437187, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DMO)"], "valid_json": true, "hf1": 0.194, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DMO)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(PLANT)],"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(PLANT)],\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.06620689655172414, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.3020161290322581, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["9P32", "9P32", "9P32", "9P32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\n \"iconclass-codes\": [\n \"9P32\",\n \"9P32\",\n \"9P32\",\n \"9P32\"\n ]\n}", "finish": "stop"}, {"codes": ["121D26(CV)", "37K23250"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CV)\", \"37K23250\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06524513358910759, "best_hf1": 0.3020161290322581, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["01A", "05S31", "11A238", "11E1515", "11E162", "11E167", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CV)", "12D489", "15B20", "16A185", "16G97", "17B4", "20A45", "22B6(PARENT AND CHILD)", "23F93", "25G98", "25G99", "27A107", "30P334", "31D11", "32A1002", "32A12", "32A195", "33B15", "33C30", "35B10", "36A06211", "37J", "37K23250", "37L", "37P33", "39B03(DMO)", "40497", "41A25", "41K28", "42C40", "42D25", "42E1", "44B2", "47I34", "47K62", "591140", "592211", "596815", "917OO", "92E51", "92F4(ORIGINAL CREATION)", "9B104", "9B113", "9B113(PLANT)],", "9B132", "9P32"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 354, "gt_codes": ["25I1", "55B1", "41D267", "73C8641"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual content of the artwork, which is a woodcut print depicting a street scene with figures, buildings, and text, here are the most relevant Iconclass codes:\n\n* **Scene/Setting:** The primary subject is a street or public space within a town.\n * `01B11`: Street, town square, market place.\n * `01B12`: Town, city, village.\n * `01B13`: Building, house, dwelling.\n* **Figures/Activity:** There are multiple people engaged in what appears to be a transaction or interaction involving goods.\n * `11E11`: Man, male person.\n * `11E12`: Woman, female person.\n * `11E13`: Child, boy, girl.\n * `11E14`: Old man, old woman.\n * `11E15`: Group of people, crowd.\n * `11E16`: People, persons, human beings.\n * `11E17`: Crowd, group of people.\n * `11E18`: People, persons, human beings.\n * `11E19`: People, persons, human beings.\n * `11E20`: People, persons, human beings.\n * `11E21`: People, persons, human beings.\n * `11E22`: People, persons, human beings.\n * `11E23`: People, persons, human beings.\n * `11E24`: People, persons, human beings.\n * `11E25`: People, persons, human beings.\n * `11E26`: People, persons, human beings.\n * `11E27`: People, persons, human beings.\n * `11E28`: People, persons, human beings.\n * `11E29`: People, persons, human beings.\n * `11E30`: People, persons, human beings.\n * `11E31`: People, persons, human beings.\n * `11E32`: People, persons, human beings.\n * `11E33`: People, persons, human beings.\n * `11E34`: People, persons, human beings.\n * `11E35`: People, persons, human beings.\n * `11E36`: People, persons, human beings.\n * `11E37`: People, persons, human beings.\n * `11E38`: People, persons, human beings.\n * `11E39`: People, persons, human beings.\n * `11E40`: People, persons, human beings.\n * `11E41`: People, persons, human beings.\n * `11E42`: People, persons, human beings.\n * `11E43`: People, persons, human beings.\n * `11E44`: People, persons, human beings.\n * `11E45`: People, persons, human beings.\n * `11E46"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKER)", "25C22(BREAD)", "15O13(SHEEP)", "13L44", "11C42", "12B24"], "valid_json": true, "hf1": 0.10363636363636364, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKER)\", \"25C22(BREAD)\", \"15O13(SHEEP)\", \"13L44\", \"11C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "48A31501"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"48A31501\"]}", "finish": "stop"}, {"codes": ["24A12A(16TH CENTURY)", "24A12B(17TH CENTURY)", "24A12C(18TH CENTURY)", "24A12D(19TH CENTURY)", "24A12E(20TH CENTURY)", "24A12F(Modern work)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(16TH CENTURY)\", \"24A12B(17TH CENTURY)\", \"24A12C(18TH CENTURY)\", \"24A12D(19TH CENTURY)\", \"24A12E(20TH CENTURY)\", \"24A12F(Modern work)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["13C815", "13C820", "28A06118", "28A422", "28F21", "36A12"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual evidence of the artwork, here are the most relevant Iconclass codes, prioritized by confidence and relevance to the specific subject matter (an Amsterdam street scene):\n\n{\"iconclass-codes\": [\"13C815\", \"13C820\", \"28A06118\", \"28A422\", \"28F21\", \"36A12\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31C172"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31C172\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["92L42", "30B165", "24D24", "14G41"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30B165\", \"24D24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANTING)", "9B112(COLDING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANTING)\", \"9B112(COLDING)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["19A114", "33C012", "41H1111", "48A98101", "15A530"], "valid_json": true, "hf1": 0.10363636363636364, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual content of the artwork, which appears to be a 16th or 17th-century copperplate engraving depicting a daily street scene with dialogue and specific attire, here are the relevant Iconclass codes:\n\n* **19A114**: Street.\n * The setting is clearly an urban street with buildings, sidewalks, and perspective lines typical of a city street scene.\n* **33C012**: People, group.\n * The image features multiple figures (seven are grouped around the chickens, others are passing by or observing).\n* **41H1111**: People, holding some or many dishes, plates or vessels.\n * Several figures are in the center holding or interacting with items that appear to be fruit bowls and perhaps trays with chickens.\n* **48A98101**: Print, engraving.\n * The medium is a copperplate engraving, characterized by cross-hatching and the specific look of the ink lines.\n* **15A530**: Literature, book, editorial facet.\n * The text (`Cuncta parum (qua?) magna duvidit ip(i)e duobus / Matusa(ie?) fuirum / Gessimus vos Pella. Tul...(e) qui misae...)` at the bottom) and the specific, didactic nature of the scene (likely from a guide to doctory or a similar text like Partib]) suggests an editorial or instructional facet.\n\n```json\n{\n\"iconclass-codes\": [\n\"19A114\",\n\"33C012\",\n\"41H1111\",\n\"48A98101\",\n\"15A530\"\n]\n}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.050666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D230,121B159(####)**,121D230,121B159(GREADER,121D230,121B159(NONLEACHING)", "138F54(VAGRANTS)", "260D24(PATHWAYS)", "47H150(CITIZEL'S STREETS)", "33F13"], "valid_json": true, "hf1": 0.078, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230,121B159(####)**,121D230,121B159(GREADER,121D230,121B159(NONLEACHING)\", \"138F54(VAGRANTS)\", \"260D24(PATHWAYS)\", \"47H150(CITIZEL'S STREETS)\", \"33F13\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.14750000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.051052759740259746, "best_hf1": 0.14750000000000002, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11C42", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGING)", "121D230,121B159(####)**,121D230,121B159(GREADER,121D230,121B159(NONLEACHING)", "12B24", "138F54(VAGRANTS)", "13C815", "13C820", "13L44", "14G41", "15A530", "15B14(BANKER)", "15O13(SHEEP)", "16G97", "19A114", "23F9", "24A12A(16TH CENTURY)", "24A12B(17TH CENTURY)", "24A12C(18TH CENTURY)", "24A12D(19TH CENTURY)", "24A12E(20TH CENTURY)", "24A12F(Modern work)", "24D24", "25C22(BREAD)", "25G98", "25G99", "260D24(PATHWAYS)", "28A06118", "28A422", "28F21", "30B165", "31A10", "31A100", "31A102", "31A12", "31A235", "31A25", "31A26", "31A51213", "31A72", "31A77", "31A89", "31A96", "31C172", "31D16", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33C012", "33F13", "36A12", "41H1111", "47H150(CITIZEL'S STREETS)", "48A244", "48A31501", "48A98101", "48A98211", "48A98751", "51C45", "59G14(GROUP)", "92L42", "9B104", "9B112(COLDING)", "9B113", "9B114(PLANTING)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 355, "gt_codes": ["31A2421", "61B(+52)"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113", "10B114", "10B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\"]}"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MAT)\", \"25C22(BOP)\", \"45O13(FLOOR)\", \"48D34\"], \"note\": \"This classification is based on the provided image reference. Note that the '15B14(BANK MAT)' and '45O13(FLOOR)' are confidence-based code guesses from the foundation, you should re-verify if you think they are incorrect.\".", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(CTUBE)\", \"24A48B(ELIPTICAL FRAME)\", \"24A54D(PROFILING THE B)], \"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(CTUBE)\", \"24A48B(ELIPTICAL FRAME)\", \"24A54D(PROFILING THE B)], \"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(CTUBE)\", \"24A48B(ELIPTICAL FRAME)\", \"24A54D(PROFILING THE B)], \"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(CTUBE)\", \"24A48B(ELIPTICAL FRAME)\", \"24A54D(PROFILING THE B)], \"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(CTUBE)\", \"24A48B(ELIPTICAL FRAME)\", \"24A54D(PROFILING THE B)], \"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(CTUBE)\", \"24A48B(ELIPTICAL FRAME)\", \"24A54D(PROFILING THE B)], \"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(CTUBE)\", \"24A48B(ELIPTICAL FRAME)\", \"24A54D(PROFILING THE B)], \"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(CTUBE)\", \"24A48B(ELIPTICAL FRAME)\", \"24A54D(PROFILING THE B)], \"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(CTUBE)\", \"24A48B(ELIPTICAL FRAME)\", \"24A54D(PROFILING THE B)], \"iconclass-codes\": [\"24A12A(APRILIA)\", \"24A33A(CTUBE)\", \"24A48B(ELIPTICAL FRAME)\", \"24A54D(PROFILING THE B)]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u8096\u50cf\uff0c\u9002\u5408\u7528\u4e8e\u4e0a\u8ff0\u5206\u7c7b\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24J24", "14601"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24J24\", \"14601\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR LIGHT PANEL)\", \"39A####(OVAL)\", \"41C149(LANGUAGE:GERMAN)\", \"41E102(SHIRT AND TIE OR SCARF)\", \"48F1(SMILING)\", \"54G41(PORTRAIT)]\", \"54G57(FULL LENGTH)]\", \"66F22(Person:Male)]\"}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.039866071428571424, "best_hf1": 0.16285714285714287, "mean_code_recall": 0.0, "distinct_sets": 13, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "14601", "15B20", "16G97", "1B104", "1B113", "21D32", "23F9", "24J24", "2E198", "2E199", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33A10", "33A12", "33B1", "40L115", "41B1", "41B3", "45E04", "45E22", "45E246", "47C1511", "48A244", "48A97001", "51613", "51C45", "92L42"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 356, "gt_codes": ["25G21(EMBLIC LEAF FLOWER)"], "greedy": {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\"]}"}, "samples": [{"codes": ["25G14(GRUNDS", "25G14(CODLIN)"], "valid_json": true, "hf1": 0.6, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G14(GRUNDS\", \"25G14(CODLIN)\" ]}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(POLAN\u505a\u51fa\u8d21\u732e PLANT)]", "31A235"], "valid_json": true, "hf1": 0.5181818181818181, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(POLAN\u505a\u51fa\u8d21\u732e PLANT)]\", \"31A235\"]}", "finish": "stop"}, {"codes": ["25J0401", "25J0402", "25J0402"], "valid_json": true, "hf1": 0.38000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25J0401\", \"25J0402\", \"25J0402\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "90C16"], "valid_json": true, "hf1": 0.5142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"90C16\"]}", "finish": "stop"}, {"codes": ["25G118", "25G74", "25G80"], "valid_json": true, "hf1": 0.5949579831932773, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G74\", \"25G80\"]}", "finish": "stop"}, {"codes": ["25G151", "21A4", "21D23(SQILLAN)],", "21F6", "13N713"], "valid_json": true, "hf1": 0.32774999999999993, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G151\", \"21A4\", \"21D23(SQILLAN)],\", \"21F6\", \"13N713\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["25G4(CLOCOTA)", "25G4(GATHERING PLANT)", "25G4(OILING PLANT)"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CLOCOTA)\", \"25G4(GATHERING PLANT)\", \"25G4(OILING PLANT)\"]}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(WHEAT GOURDE FOR PERSIAN)", "25G4(LEMON GOURDE)"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(WHEAT GOURDE FOR PERSIAN)\", \"25G4(LEMON GOURDE)\"]}", "finish": "stop"}, {"codes": ["25G423", "25G15", "24J24", "24J41"], "valid_json": true, "hf1": 0.4745591939546599, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G423\", \"25G15\", \"24J24\", \"24J41\"]}", "finish": "stop"}, {"codes": ["25G54(ELDERBERRY)", "25G54(ELDERBERRY SLATED)", "25G83", "25G83(HERBAL MEDICINAL)", "25G83(PLANT)", "25G84(HERBAL MEDICINAL)"], "valid_json": true, "hf1": 0.6, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G54(ELDERBERRY)\", \"25G54(ELDERBERRY SLATED)\", \"25G83\", \"25G83(HERBAL MEDICINAL)\", \"25G83(PLANT)\", \"25G84(HERBAL MEDICINAL)\"]}", "finish": "stop"}, {"codes": ["11G97", "31A235", "25I34"], "valid_json": true, "hf1": 0.2, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"31A235\", \"25I34\"]}", "finish": "stop"}, {"codes": ["25G20(ONION)", "25G20(Some variant)", "25G20(Some other variant)"], "valid_json": true, "hf1": 0.8000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G20(ONION)\", \"25G20(Some variant)\", \"25G20(Some other variant)\"]}", "finish": "stop"}, {"codes": ["11H(FRANCIS)", "25E23", "25F23", "33C23", "31D16", "31D163"], "valid_json": true, "hf1": 0.2, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H(FRANCIS)\", \"25E23\", \"25F23\", \"33C23\", \"31D16\", \"31D163\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "25G4250", "25G4590####"], "valid_json": true, "hf1": 0.45599999999999996, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"25G4250\", \"25G4590####\"]}", "finish": "stop"}, {"codes": ["25G218", "25G93", "12C589"], "valid_json": true, "hf1": 0.6189179104477612, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G218\", \"25G93\", \"12C589\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.46404078875395194, "best_hf1": 0.8000000000000002, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11G97", "11H(FRANCIS)", "12C589", "12F52(DIGRESSIVE)", "13N713", "21A4", "21D23(SQILLAN)],", "21F6", "24J24", "24J41", "25E23", "25F23", "25G118", "25G12", "25G14(CODLIN)", "25G14(GRUNDS", "25G15", "25G151", "25G20(ONION)", "25G20(Some other variant)", "25G20(Some variant)", "25G218", "25G4(CLOCOTA)", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(GATHERING PLANT)", "25G4(LEMON GOURDE)", "25G4(OILING PLANT)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(POLAN\u505a\u51fa\u8d21\u732e PLANT)]", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(WHEAT GOURDE FOR PERSIAN)", "25G423", "25G4250", "25G4590####", "25G51", "25G53", "25G54(ELDERBERRY SLATED)", "25G54(ELDERBERRY)", "25G74", "25G80", "25G83", "25G83(HERBAL MEDICINAL)", "25G83(PLANT)", "25G84(HERBAL MEDICINAL)", "25G93", "25I34", "25J0401", "25J0402", "31A10", "31A12", "31A235", "31D16", "31D163", "33C23", "90C16"], "truncated": 0, "c_hf1_80": 1, "pass@1_hf1_80": 0.0625, "pass@2_hf1_80": 0.125, "pass@4_hf1_80": 0.25, "pass@8_hf1_80": 0.5, "pass@16_hf1_80": 1.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 357, "gt_codes": ["31A235", "31D14", "41A2", "41C323", "45C15(ARROW)", "61B(+55)", "9"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKER)", "299C211(EARL)", "53C163(CANTILEVER SEAT)", "53C128(FERRONIC LOTTERY MACHINE)", "143A78(ARMCHAIR)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKER)\", \"299C211(EARL)\", \"53C163(CANTILEVER SEAT)\", \"53C128(FERRONIC LOTTERY MACHINE)\", \"143A78(ARMCHAIR)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02(FEAST)", "53A02(WEDDING)", "98A01"], "valid_json": true, "hf1": 0.10727272727272728, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02(FEAST)\", \"53A02(WEDDING)\", \"98A01\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.21081081081081082, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "48C4", "75L6"], "valid_json": true, "hf1": 0.15466970387243734, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"48C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.22294354838709673, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine CarousGallery hung\", \"36A26\", \"36A26(d 36A26)\"}", "finish": "stop"}, {"codes": ["31A181", "31E34", "32I515", "11A16(CAMELOT)", "11B7(BLANDE)", "31A16"], "valid_json": true, "hf1": 0.19249592169657423, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31E34\", \"32I515\", \"11A16(CAMELOT)\", \"11B7(BLANDE)\", \"31A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.3389473684210526, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(with STRINGS)"], "valid_json": true, "hf1": 0.16176522506619595, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(with STRINGS)\"]}", "finish": "stop"}, {"codes": ["20C33", "31B10", "55A13"], "valid_json": true, "hf1": 0.12140077821011673, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.047540983606557376, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DANCER)", "37B232", "37B248", "37B249"], "valid_json": true, "hf1": 0.08125, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DANCER)\", \"37B232\", \"37B248\", \"37B249\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.28965517241379307, "code_recall": 0.14285714285714285, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12602778421560437, "best_hf1": 0.3389473684210526, "mean_code_recall": 0.008928571428571428, "distinct_sets": 16, "union_codes": ["11A1", "11A16(CAMELOT)", "11B7(BLANDE)", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DANCER)", "143A78(ARMCHAIR)", "15B14(BANKER)", "16G97", "19B220", "1B104", "1B113", "20C33", "20F9", "212M631", "21D32", "24D63", "299C211(EARL)", "305B", "30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "31A0231", "31A0272", "31A1002", "31A12", "31A16", "31A181", "31A235", "31B10", "31E34", "31J83", "32A107", "32A195", "32B107", "32B114", "32B15", "32I515", "34B31", "37B232", "37B248", "37B249", "41A128", "44E51", "45E12", "45E84", "47C1511", "47I34", "48A125", "48A244", "48C4", "51C45", "51F13", "51G6", "51M5", "53A02(FEAST)", "53A02(WEDDING)", "53C128(FERRONIC LOTTERY MACHINE)", "53C163(CANTILEVER SEAT)", "55A13", "59G14(GROUP)", "63A05", "75L6", "81A08", "98A01", "99K4(with STRINGS)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.008928571428571428, "code_recall@2": 0.017857142857142856, "code_recall@4": 0.03571428571428571, "code_recall@8": 0.07142857142857142, "code_recall@16": 0.14285714285714285, "union_code_recall": 0.14285714285714285}, {"index": 358, "gt_codes": ["41A12", "61E(MAARSSEN)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G30(DIAMOND FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G30(DIAMOND FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.1191919191919192, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A)WRECKING", "24A12B(LOCK)", "24A12D(TRAP HOIST)", "43D75(GALLEY)", "24A12B(LOCK)"], "valid_json": true, "hf1": 0.05714285714285714, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WRECKING\", \"24A12B(LOCK)\", \"24A12D(TRAP HOIST)\", \"43D75(GALLEY)\", \"24A12B(LOCK)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["46A062(AQUATICVEGETATION)", "48B3", "48F33(FALLON 16TH-19TH CENTURY)", "48F65", "48F81(BANK)", "191C11"], "valid_json": true, "hf1": 0.12405063291139243, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A062(AQUATICVEGETATION)\", \"48B3\", \"48F33(FALLON 16TH-19TH CENTURY)\", \"48F65\", \"48F81(BANK)\", \"191C11\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "122I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"122I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16300", "18110"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16300\", \"18110\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B201(20THC)", "1B202(21STC)", "25C101(ARK 0.317)", "25C103(ARK 0.318)", "25C104(ARK 0.319)", "25H102(ARK 0.320)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B201(20THC)\", \"1B202(21STC)\", \"25C101(ARK 0.317)\", \"25C103(ARK 0.318)\", \"25C104(ARK 0.319)\", \"25H102(ARK 0.320)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "44A8", "44C40"], "valid_json": true, "hf1": 0.09830508474576273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"44A8\", \"44C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.13818181818181816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D230(FORCED DIGGING)", "43A41", "43A51", "44F51(GREADER)", "44F62", "45D2", "48G7"], "valid_json": true, "hf1": 0.1191919191919192, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230(FORCED DIGGING)\", \"43A41\", \"43A51\", \"44F51(GREADER)\", \"44F62\", \"45D2\", \"48G7\"]}", "finish": "stop"}, {"codes": ["46A218", "46F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A218\", \"46F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.054066514460354306, "best_hf1": 0.13818181818181816, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGING)", "121D230(FORCED DIGGING)", "122I515", "15B20", "16300", "16G97", "18110", "191C11", "1B104(19THC)", "1B201(20THC)", "1B202(21STC)", "24A12A(LOCKS), (24A12A)WRECKING", "24A12B(LOCK)", "24A12D(TRAP HOIST)", "25C101(ARK 0.317)", "25C103(ARK 0.318)", "25C104(ARK 0.319)", "25H102(ARK 0.320)", "2E198", "2E199", "31D11", "31J03", "32A1002", "32A107", "32A12", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33B1", "41B1", "41B3", "43A3701", "43A41", "43A51", "43D75(GALLEY)", "44A8", "44C40", "44F51(GREADER)", "44F62", "45D2", "45E04", "45E22", "45G2", "46A062(AQUATICVEGETATION)", "46A218", "46F9", "47C1511", "48A244", "48B3", "48F33(FALLON 16TH-19TH CENTURY)", "48F65", "48F81(BANK)", "48G7", "51C45", "59G14(GRUNGE FORM)", "59G30(DIAMOND FORM)", "72A023", "72A051", "72A433", "72A438"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 359, "gt_codes": ["25F26(RABBIT)(+45)", "25G4111", "31D13", "34B11(+95711)", "41C11", "41C313", "41C6121(+2)", "41C624", "41C6263", "41C7111", "48C7311", "48C7521", "92D1916"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.05333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59114011", "59114497", "59221113", "681C163", "33A4", "59112821"], "valid_json": true, "hf1": 0.0304, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114011\", \"59114497\", \"59221113\", \"681C163\", \"33A4\", \"59112821\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.12357339630066903, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03011", "31J08911", "31F12", "31H204"], "valid_json": true, "hf1": 0.08242640499553971, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011\", \"31J08911\", \"31F12\", \"31H204\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "28A260"], "valid_json": true, "hf1": 0.08666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"28A260\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.2063314711359404, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.12456399645285249, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DRESS)"], "valid_json": true, "hf1": 0.053114305270362774, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B63(DRESS)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.041379310344827586, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.2637900874635568, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.041379310344827586, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(with cantus firmus)", "45A63"], "valid_json": true, "hf1": 0.16243093922651936, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(with cantus firmus)\", \"45A63\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "138C30", "48A28", "32C40"], "valid_json": true, "hf1": 0.24128333773435437, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", 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\"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1152166313846609, "best_hf1": 0.2637900874635568, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12C489", "12F52(DIGRESSIVE)", "138C30", "15B20", "16G97", "1B104", "1B113", "20A45", "20F93", "21D25", "21D32", "22B159", "22C3250", "24A12A", "26C7", "28A260", "2E198", "2E199", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A12", "31A26", "31D11", "31D16", "31F12", "31H204", "31J03011", "31J08911", "32A107", "32A195", "32B107", "32B114", "32B15", "32C40", "33A10", "33A17", "33A4", "33B1", "34A31", "36A16211", "37J", "37L", "37P33", "39B63(DRESS)", "41A128", "41D10", "44E51", "45A63", "47I34", "48A1", "48A28", "48B32", "48C1511", "5161", "5162", "59112821", "59114011", "59114497", "59221113", "630E", "631A", "681C163", "99K4(with 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The text lists methods of grafting, and the image is titled 'Here follow some instructions of grafting'.\"}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(WHEAT GOURDE FOR PERSIMMON TREES)", "25G4(QUARTZ BITTER GOURD)", "25G4(CUCURBITACEA Augmented)", "25G4(CUCURBITACEA Altered To Your Knowledge)", "25G4(CUCURBITACEA grown From Seed)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(WHEAT GOURDE FOR PERSIMMON TREES)\", \"25G4(QUARTZ BITTER GOURD)\", \"25G4(CUCURBITACEA Augmented)\", \"25G4(CUCURBITACEA Altered To Your Knowledge)\", \"25G4(CUCURBITACEA grown From Seed)\"]}", "finish": 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"25G14(GRAFTED PLANT OR TREES)", "25G15", "25G151", "25G20(ARCHITECTURE)", "25G201(MERITORY GRAFTING)", "25G218", "25G4", "25G4(CLOCOTA)", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(CUCURBITACEA Altered To Your Knowledge)", "25G4(CUCURBITACEA Augmented)", "25G4(CUCURBITACEA grown From Seed)", "25G4(FIG)", "25G4(GATHERING HAY)", "25G4(GIFFSEE, ORANGE)", "25G4(GRANATE)", "25G4(HAY SKIDS)", "25G4(LEMON)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(QUARTZ BITTER GOURD)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(THE MAKING OF HAY)", "25G4(WHEAT GOURDE FOR PERSIMMON TREES)", "25G423", "25G51", "25G53", "25G74", "25G80", "25I34", "25I51", "25I78", "25J0401", "25J0402", "31A1002", "31A12", "31A235", "31A24", "31D14", "31D33(GARDENING BOOK)", "32A195", "42D2(GRAFTING)", "48A244", "48A815", "49I22(GRAFTED)", "51C45", "55B10114", "55C6", "65813", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 362, "gt_codes": ["25H15", "25H156", "25H213"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G11(EERIE, WILDCAT'S)", "59G34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G11(EERIE, WILDCAT'S)\", \"59G34\"], \"note\": \"This artwork appears to be a sketch or drawing from the Windhoek 'Ruins' book (Sheet 3), classified as a Unresolved Sketch. The central form is represented as a Grouse, Wildcat with a Grouse Carriage, and the overall composition reflects a blend of nature and landscape.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A)THICK", "24C1A(LEAF + BUD), (24C1A)SINGLE", "24H17(LEAF + BUD), (24H17)CHRYSOTHAMUS HORII", "24H18(LEAF), (24H18)IRIS"], "valid_json": true, "hf1": 0.20000000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)THICK\", \"24C1A(LEAF + BUD), (24C1A)SINGLE\", \"24H17(LEAF + BUD), (24H17)CHRYSOTHAMUS HORII\", \"24H18(LEAF), (24H18)IRIS\"], \"note\": \"The style, date (1610), and location (London / Henri Old Kingdom) suggest the possibility of either 24H18 or 24H17.\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H28", "32L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H28\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u98ce\u666f\u753b\uff0c\u4e3b\u8981\u63cf\u7ed8\u4e86\u4e61\u6751\u7684\u81ea\u7136\u666f\u89c2\u3002\u753b\u9762\u4e2d\u5305\u542b\u5f2f\u66f2\u7684\u9053\u8def\u3001\u6811\u6728\u4ee5\u53ca\u8fdc\u5904\u9690\u7ea6\u53ef\u89c1\u7684\u56e2\u72b6\u7ed3\u6784\uff0c\u5f88\u53ef\u80fd\u662f\u4e61\u6751\u7684\u6cbc\u6cfd\u6216\u6e7f\u5730\u3002\u6ca1\u6709\u660e\u663e\u7684\u6237\u5916\u4eba\u7269\u6d3b\u52a8\u6216\u7126\u70b9\uff0c\u56e0\u6b64\u6ca1\u6709\u76f8\u5173\u56fe\u6807\u3002\u8fd9\u4e9b\u7279\u5f81\u4e0e'36A06211'(Scenery, landscape), '37L'(Forest), '37J'(Fruit trees and woods), '37P'(Riverbank, marshland)\u56fe\u6807\u76f8\u7b26\u5408\u3002\"}", "finish": "stop"}, {"codes": ["31A235", "19E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"19E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "32C13", "32C32", "32F13", "32G67", "32G89", "32G05", "32G17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"32C13\", \"32C32\", \"32F13\", \"32G67\", \"32G89\", \"32G05\", \"32G17\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.01725, "best_hf1": 0.20000000000000004, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "12I515", "15B20", "16G97", "19E34", "23F9", "24A12A(LOCKS), (24A12A)THICK", "24C1A(LEAF + BUD), (24C1A)SINGLE", "24H17(LEAF + BUD), (24H17)CHRYSOTHAMUS HORII", "24H18(LEAF), (24H18)IRIS", "305B28", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31D11", "31H24", "31J03", "32A04", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C13", "32C1511", "32C2", "32C26", "32C32", "32F13", "32G05", "32G17", "32G67", "32G89", "32H28", "32L17", "33B15", "33C30", "34A31", "37B232", "37B248", "41A128", "41B1", "41B3", "41K28", "42C40", "45E04", "45E22", "45E246", "45E406", "48A244", "51C45", "59G11(EERIE, WILDCAT'S)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G34", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 363, "gt_codes": ["31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59G14(GROUPED FIGURES PORTRAYED)", "59A23(COLLECTIVE PORTRAIT)", "59B21(TITLE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES PORTRAYED)\", \"59A23(COLLECTIVE PORTRAIT)\", \"59B21(TITLE)\"], \"iconclass-description\": [\"A group together, figures grouped together\", \"Collective portrait, group of people\", \"An autograph title, engraved signature, monogram in cartouche\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.11875000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.13000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u5973\u6027\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u7a7f\u774017/18\u4e16\u7eaa\u7684\u670d\u88c5\u3002\u5979\u4f1a\u5fae\u7b11\uff0c\u5377\u53d1\uff0c\u8eab\u4f53\u5fae\u5fae\u4fa7\u5411\u4e00\u8fb9\u3002\u5979\u662f\u4e00\u4e2a\u5973\u4eba\u3002\", \"iconclass\": \"37K\"}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.2967955801104973, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "31B117", "31B124"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"31B117\", \"31B124\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09511147970928703, "best_hf1": 0.2967955801104973, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A218", "11E12", "11E18", "11E34", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12D48", "12F52(DRAWING)", "12I515", "15B20", "16G97", "1B104", "1B113", "20F93", "21D25", "21D32", "305B", "30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5", "31A0231", "31A0272", "31A235", "31B112", "31B117", "31B124", "31J03", "32A1002", "32A107", "32A12", "32A19", "32B107", "32B114", "32B15", "33A17", "34A31", "37B232", "37B248", "41A128", "45E04", "45E22", "45E246", "48A125", "48C1511", "5161", "5162", "53A", "59A23(COLLECTIVE PORTRAIT)", "59B21(TITLE)", "59G14(GROUPED FIGURES PORTRAYED)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 364, "gt_codes": ["25A13", "41A62"], "greedy": {"codes": ["10B11", "10B12", "10B13", "10B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B12\",\n \"10B13\",\n \"10B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GARDEN-\u00adLAID-\u00adOUT), LATTICE-\u00adFOUNDED", "59G16(ROOM-\u00adSCENE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GARDEN-\u00adLAID-\u00adOUT), LATTICE-\u00adFOUNDED\", \"59G16(ROOM-\u00adSCENE)\"], \"best_match\": \"59G14\", \"reasoning\": \"Illustrates architectural structures, '1.3.7.5.4.8' in XML format. Subject is a garden courtyard with structures like columns and arches, with scaffolding visible. Carved stone bed visible. Has intricate details.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.1191919191919192, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPER),24A12A(TEMPER),24A12A(TEMPER),24A12A(TEMPER),4D810\"}]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["04D1311", "37G", "37K", "36F01211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u8be6\u7ec6\u63cf\u7ed8\u5927\u578b\u53e4\u5178\u5efa\u7b51\u7684\u7248\u753b\u5370\u5237\u54c1\uff0c\u573a\u666f\u5728\u4e00\u4e2a\u516c\u56ed\u6216\u82b1\u56ed\u4e2d\u3002\u56fe\u50cf\u663e\u793a\u4e86\u5e26\u6709\u67f1\u5b50\u548c\u5706\u9876\u7ed3\u6784\u7684\u5b8f\u4f1f\u5efa\u7b51\uff0c\u8868\u660e\u5176\u4e3b\u8981\u7126\u70b9\u662f\u4e00\u4e2a\u5927\u578b\u53e4\u5178\u5efa\u7b51\uff08\u5982\u5bab\u6bbf\u6216\u535a\u7269\u9986\uff09\uff0c\u8fd9\u4e0e37G\u5bf9\u5e94\u3002\u5176\u7cbe\u7ec6\u7684\u6284\u672c\u63d2\u56fe\u98ce\u683c\uff08\u7ebf\u6761\u6e05\u6670\u3001\u4e3b\u9898\u7f16\u5199\uff09\u4f7f\u5176\u6210\u4e3a37K\u3002\u6587\u672c\u6765\u81ea\u4e8e\u4e00\u672c\u5173\u4e8e\u82b1\u56ed\u6216\u5efa\u7b51\u7684\u4e66\u7c4d\uff0836F01211\uff09\uff0c\u589e\u5f3a\u4e86\u53e4\u5178\u5efa\u7b51\u548c\u6784\u6210\u5143\u7d20\u7684\u5bd3\u610f\u3002\u7248\u753b\u662f\u5370\u5237\u54c1\uff0804D\uff09\u3002\n{\"iconclass-codes\": [\"04D1311\", \"37G\", \"37K\", \"36F01211\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J4912", "51G4211", "47L61", "74A230"], "valid_json": true, "hf1": 0.20117117117117117, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J4912\", \"51G4211\", \"47L61\", \"74A230\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "25C101(ARCH)", "25C10(OPENING)", "25C14(TEMPLE OF VICTORY)"], "valid_json": true, "hf1": 0.19831932773109243, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B216(21STC)\", \"25C101(ARCH)\", \"25C10(OPENING)\", \"25C14(TEMPLE OF VICTORY)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.13818181818181816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32", "22C34", "42A41"], "valid_json": true, "hf1": 0.17142857142857146, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32\", \"22C34\", \"42A41\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07254955048153577, "best_hf1": 0.20117117117117117, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["04D1311", "11A1", "11A218", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H166", "11H168", "11H24", "11H28", "11H743", "121D2(DIGRESSIVE)", "15B20", "16G97", "1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "22C32", "22C34", "23F9", "25C10(OPENING)", "25C101(ARCH)", "25C14(TEMPLE OF VICTORY)", "25G9818", "31A0231", "31A0272", "31A1002", "31A12", "31A132", "31A781", "31D11", "31D16", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33B1", "34A31", "36F01211", "37G", "37K", "41A128", "41B1", "41B3", "42A41", "45E04", "45E22", "45G2", "47C1511", "47L61", "48A244", "49J4912", "51C45", "51G4211", "59G14(GARDEN-\u00adLAID-\u00adOUT), LATTICE-\u00adFOUNDED", "59G16(ROOM-\u00adSCENE)", "630E", "631A", "73A", "74A230"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 365, "gt_codes": ["31D112:61B2(...)1", "34B11", "41C621", "61B(+53)"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["31A140", "31A214", "31A239", "11A30"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A140\", \"31A214\", \"31A239\", \"11A30\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02"], "valid_json": true, "hf1": 0.12116504854368933, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02\"]}", "finish": "stop"}, {"codes": ["31J04", "45E04", "45E22", "45E246", "45E406"], "valid_json": true, "hf1": 0.2118969555035129, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J04\", \"45E04\", \"45E22\", \"45E246\", \"45E406\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30D009", "30B322"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30D009\", \"30B322\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.2019371727748691, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.20990476190476193, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["35A162(AUTO PORTRAIT)(PORTRAIT)", "35A1623(AUTO PORTRAIT)", "35A164(PORTRAIT)"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"35A162(AUTO PORTRAIT)(PORTRAIT)\", \"35A1623(AUTO PORTRAIT)\", \"35A164(PORTRAIT)\"], \"explanation\": \"The image shows a monochrome portrait. The subject is a young child (likely a boy) depicted in a classical or historical style, sitting with a small dog. The symmetrical arrangement of the AI image.\"}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.3326408010012516, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "51F13"], "valid_json": true, "hf1": 0.1181818181818182, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L301", "38A8", "38C40"], "valid_json": true, "hf1": 0.1650990099009901, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L301\", \"38A8\", \"38C40\"]}", "finish": "stop"}, {"codes": ["31A18", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.23820359281437126, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["12F52(DIGG)", "37B232", "37B248"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGG)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C48"], "valid_json": true, "hf1": 0.13411764705882356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.15916518060382392, "best_hf1": 0.3326408010012516, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11A30", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C48", "12F52(DIGG)", "15B20", "16G97", "20F93", "21A15", "305B", "30A129", "30A147", "30B322", "30C1511", "30D009", "31A0231", "31A0272", "31A1002", "31A12", "31A140", "31A18", "31A181", "31A184", "31A214", "31A235", "31A239", "31B112", "31E12", "31F2", "31H24", "31H28", "31J04", "31L17", "32A107", "32A19", "32B107", "32B114", "32B15", 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\u8fd9\u662f\u4e00\u5f20\u5973\u6027\u8096\u50cf\u7167\uff0c\u5c55\u793a\u4e86\u5979\u7684\u9762\u90e8\u7279\u5f81\u3001\u53d1\u578b\u548c\u8863\u7740\u3002\u5b83\u4f7f\u7528\u4e86\u590d\u5236\u56fe\u50cf\u6280\u672f\uff0c\u5448\u73b0\u51fa\u4e00\u79cd\u590d\u53e4\u7684\u98ce\u683c\u3002\u5206\u6790\u7684\u91cd\u70b9\u662f\u5bf9\u5979\u4f5c\u4e3a\u4e2a\u4eba\u8bb0\u5f55\u7684\u5386\u53f2\u548c\u827a\u672f\u80cc\u666f\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A44"], "valid_json": true, "hf1": 0.2590909090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A44\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L30(LONG)\", \"138Q8\"], \"infos\"
\u2022\u5764\u8bfa \u3008\u56fd\u5b50\u76d1\u3009\u00b7\u674e\u00b7\u738b\u83ca\u82f1\u3008\u56fd\u5b50\u76d1\u3009\u674e\u00b7\u738b\u83ca\u82f1\u3008\u56fd\u5b50\u76d1\u3009\u674e\u00b7\u738b\u83ca\u82f1\u3008\u56fd\u5b50\u76d1\u3009 \uff081995%MGGHDN000292X20\uff09\u300a\u56fd\u5b50\u76d1\u300b\u76db\u4e16\u5b5f\u4e91\u971e\u5927\u65b9\u7389\u4e32 Buddhist \u5764\u8bfa \u3008\u56fd\u5b50\u76d1\u3009\u00b7\u674e\u00b7\u738b\u83ca\u82f1\u3008\u56fd\u5b50\u76d1\u3009\u674e\u00b7\u738b\u83ca\u82f1\u3008\u56fd\u5b50\u76d1\u3009\u674e\u00b7\u738b\u83ca\u82f1\u3008\u56fd\u5b50\u76d1\u3009 History -> Italy -> 19th Century -> Political Events:** The cartoon is a direct commentary on political events occurring in Italy in 1847.\n\n\n\n```json\n{\"iconclass-codes\": [\"30B24\", \"78A215\", \"83B12\", \"421A251\"]}\n```", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42(CARICATURE)", "15E724", "48C14601"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42(CARICATURE)\", \"15E724\", \"48C14601\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(ITALY)\", \"9B113[CREDIT]\"", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "33D11", "33F1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"33D11\", \"33F1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A1", "48B32"], "valid_json": true, "hf1": 0.09833333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A1\", \"48B32\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C325(Illustration)", "159A####(Satire)", "22C149(Letters)"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C325(Illustration)\", \"159A####(Satire)\", \"22C149(Letters)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.038137477106227106, "best_hf1": 0.12000000000000001, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(G6C05)", "11H001", "11H118", "11H743", "11K(A)", "121D2(DIGRESSIVE)", "12D489", "159A####(Satire)", "15B20", "15E724", "16G97", "18B16", "19B220", "20A45", "20F93", "212M631", "22C149(Letters)", "22C325(Illustration)", "24A12A(19TH CENTURY)", "24B940", "24D63", "25A1", "2E198", "2E199", "30B24", "31J03", "32A107", "32A195", "32B107", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33B16", "33C17", "33D11", "33F1", "421A251", "45E04", "45E12", "47I34", "48A1", "48B32", "48C14601", "59G11", "59G111(BIODATA/PROFILE/CRONOS)", "59G12", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "73A", "78A215", "83B12", "92E51", "92F4(ORIGINAL BLACK AND WHITE PHOTO)", "92L1", "92L41", "92L42(CARICATURE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 399, "gt_codes": ["94A41", "46C22"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adNormanmanuscript),97A239(CodexChristian***************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************\"}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(SANCTUS)],\", \"31J04011(STIGMATED DEITY)],\", \"48A3011(STIGMATA MOUNTAIN)]\", \"23E50\"],", "finish": "stop"}, {"codes": ["24A12A(ILLUMINATED MANUSCRIPT)", "31A235(DRAUGHTSMAN, ENGINEER)", "31A235(DRAWING)", "31A235(Geologist)", "24A19B(Map)", "11K(Ancient)(1-3cent.)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ILLUMINATED MANUSCRIPT)\", \"31A235(DRAUGHTSMAN, ENGINEER)\", \"31A235(DRAWING)\", \"31A235(Geologist)\", \"24A19B(Map)\", \"11K(Ancient)(1-3cent.)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["21A181", "19E34", "22I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A181\", \"19E34\", \"22I515\", \"11A16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "2113(10TH-15THC)", "2113(14THC-15THC)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"2113(10TH-15THC)\", \"2113(14THC-15THC)\"]}", "finish": "stop"}, {"codes": ["16G97", "17A19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"17A19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULEWARTH)", "22C42####(MERCER)", "22C49(LANCER)]", "33D16(WESTERN)", "20AAA52#,53_FANCY_AND_FLCCY_Furniture", "53G41452ED04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULEWARTH)\", \"22C42####(MERCER)\", \"22C49(LANCER)]\", \"33D16(WESTERN)\", \"20AAA52#,53_FANCY_AND_FLCCY_Furniture\", \"53G41452ED04\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.010885416666666665, "best_hf1": 0.06333333333333332, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["11A16", "11A218", "11E12", "11E18", "11F2", "11H112", "11H118", "11H166", "11H168", "11H24", "11H28", "11H743", "11K(Ancient)(1-3cent.)", "12F52(DIGRESSIVE)", "15A13", "16G97", "17A19", "18B16", "19E34", "1B104(19THCENTILITY)", "20AAA52#,53_FANCY_AND_FLCCY_Furniture", "20C33", "2113(10TH-15THC)", "2113(14THC-15THC)", "2113(16THC-17THCENSITY)", "21A181", "21B10", "21D322", "22A107", "22C32(BULEWARTH)", "22C42####(MERCER)", "22C49(LANCER)]", "22I515", "23F9", "24A12A(ILLUMINATED MANUSCRIPT)", "24A19B(Map)", "25A1", "26C7", "31A132", "31A235(DRAUGHTSMAN, ENGINEER)", "31A235(DRAWING)", "31A235(Geologist)", "31A43", "31A781", "31B15", "31C2", "31C26", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33D16(WESTERN)", "35B2", "35C7", "48A125", "48A244", "48C1511", "51C45", "52A9", "53G41452ED04"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 400, "gt_codes": ["71A611"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "59G13(GRUNGE QUALIFIER)", "63A13(ARCHAISM FORM)", "63A22(GENUS EFFECT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS FORM)\", \"59G13(GRUNGE QUALIFIER)\", \"63A13(ARCHAISM FORM)\", \"63A22(GENUS EFFECT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "89V220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"89V220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APALELLOIDS)\", \"24A33L(ELLIPSOID)\", \"24B28A(DUAL)\", \"24B29D(PRISMATIC)\", \"27H30\", \"42M9\"}}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DIM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B63(DIM)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["9B104(1910s)", "9B104(1851-1910)", "9B104(1801-1850)", "9B104(18L-1850)", "9B104(1751-1800)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(1910s)\", \"9B104(1851-1910)\", \"9B104(1801-1850)\", \"9B104(18L-1850)\", \"9B104(1751-1800)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION OF HUMAN)", "51T362"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION OF HUMAN)\", \"51T362\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["124D2(DIGG)", "37B232", "37B248", "37B249"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D2(DIGG)\", \"37B232\", \"37B248\", \"37B249\"]}", "finish": "stop"}, {"codes": ["48A2181", "48G3151", "48F415", "48D1", "48A1721", "11C7(DJAJA)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48G3151\", \"48F415\", \"48D1\", \"48A1721\", \"11C7(DJAJA)\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.011, "best_hf1": 0.1, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11C7(DJAJA)", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "124D2(DIGG)", "15B20", "163A05", "16G97", "212M631", "24D63", "2E198", "2E199", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31D11", "31D16", "31J83", "32A107", "32A195", "32B107", "32B114", "32B15", "33B1", "36A16211", "37B232", "37B248", "37B249", "37J", "37L", "37P33", "39B63(DIM)", "44E51", "45E12", "45E84", "47C1511", "47I34", "48A125", "48A1721", "48A2181", "48A433", "48D1", "48F415", "48G3151", "51T362", "59G13(GRUNGE QUALIFIER)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "601A11", "63A13(ARCHAISM FORM)", "63A22(GENUS EFFECT)", "72A023", "72A051", "73A", "81A08", "89V220", "99K4(ORIGINAL CREATION OF HUMAN)", "9B104(1751-1800)", "9B104(1801-1850)", "9B104(1851-1910)", "9B104(18L-1850)", "9B104(1910s)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 401, "gt_codes": ["31A235", "41A2", "48B3:61B", "48C524", "61B(+54)", "61B:31D14"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\",\n \"10B113\"\n ]\n}\n```"}, "samples": [{"codes": ["59A14011", "59A14497", "59C21113", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14497\", \"59C21113\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02"], "valid_json": true, "hf1": 0.055367231638418085, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.19199999999999998, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30L009", "30L022"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30L009\", \"30L022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.1064, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["30A162(ACT)", "30A162(ACTS)", "30A162(ACT)", "30A162(LARGE GROUP)", "30A162(MEDIUM GROUP)", "30A162(SINGLE FIGURE)", "30A162(TWO FIGURES)", "31H146", "31H158"], "valid_json": true, "hf1": 0.10476190476190478, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A162(ACT)\", \"30A162(ACTS)\", \"30A162(ACT)\", \"30A162(LARGE GROUP)\", \"30A162(MEDIUM GROUP)\", \"30A162(SINGLE FIGURE)\", \"30A162(TWO FIGURES)\", \"31H146\", \"31H158\"]}", "finish": "stop"}, {"codes": ["30A181", "30E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.0543778801843318, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A4411", "16D01", "18A10"], "valid_json": true, "hf1": 0.2885090218423552, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A4411\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "5161", "5162", "5172"], "valid_json": true, "hf1": 0.04750000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"5161\", \"5162\", \"5172\"]}", "finish": "stop"}, {"codes": ["1HB39", "1E2", "1E53"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1HB39\", \"1E2\", \"1E53\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.20796812749003987, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.18836004932182493, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.05333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.33882063882063884, "code_recall": 0.16666666666666666, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11361985424452047, "best_hf1": 0.33882063882063884, "mean_code_recall": 0.010416666666666666, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12F52(DRAWING)", "15B20", "16D01", "18A10", "1E2", "1E53", "1HB39", "20F9", "305B", "30A12A", "30A12B", "30A162(ACT)", "30A162(ACTS)", "30A162(LARGE GROUP)", "30A162(MEDIUM GROUP)", "30A162(SINGLE FIGURE)", "30A162(TWO FIGURES)", "30A181", "30C1511", "30E34", "30L009", "30L022", "31A023", "31A051", "31A235", "31B112", "31H146", "31H158", "31H24", "31H28", "31J03", "31L17", "32A1002", "32A107", "32A12", "32B107", "32B114", "32B15", "32I515", "33A4", "35B5", "37B232", "37B248", "38C30", "3B104", "3B113", "3B132", "41K28", "42C40", "45E04", "45E22", "45G2", "48A1", "48A244", "48A43", "48A4411", "48B3", "5161", "5162", "5172", "51C45", "53A02", "59A14011", "59A14497", "59C21113", "59C42", "6K15163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.010416666666666666, "code_recall@2": 0.020833333333333332, "code_recall@4": 0.041666666666666664, "code_recall@8": 0.08333333333333333, "code_recall@16": 0.16666666666666666, "union_code_recall": 0.16666666666666666}, {"index": 402, "gt_codes": ["92D1916", "45C15(BOW AND ARROW)", "41B32", "48A9831"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOPPYA)", "6K15(TOMATO)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOPPYA)\", \"6K15(TOMATO)\"], \"best_match\": \"15B14\", \"reasoning\": \"The image depicts a classical 'Group of Bacchanal figures' (likely nudes or children) celebrating around a central altar with offerings, stems, and fruits, typifying Creation/AfterlifeSCENE or 'Group of Bacchanal figures hosting a Banquet'. The multiple interacting figures (2-4+ figures) conducting a ritual, marked by genre and festive celebration, fits the 'Group' and 'Banquet' contexts well, with a specialized 'Essence/Values' theme suggested by the altar/table of offerings and deities/godspresent. Ancient/Roman origin and religious/occult imagery (if esoteric cults are implied) are present. The denomination is 'Art' or 'Book Illustration' or 'Decorative Art'.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.13220338983050847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["31A235", "14E34", "12I515", "14E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"14E34\", \"12I515\", \"14E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["4B104", "4B113", "4B132", "4B113(CHRIST THE FLORETT BOTTLE)", "4B113(CHRIST BEHEADING IMAGE CASE)", "4B113(CHRIST BEHEADING IMAGE BOTTLE)"], "valid_json": true, "hf1": 0.16978417266187054, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104\", \"4B113\", \"4B132\", \"4B113(CHRIST THE FLORETT BOTTLE)\", \"4B113(CHRIST BEHEADING IMAGE CASE)\", \"4B113(CHRIST BEHEADING IMAGE BOTTLE)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.27276073619631896, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["124D2(DIGRESSIVE)", "124D230(FORCED)", "124D241(UNHOLY)", "39B18(CARI)", "39E10(FINE)", "20AAA5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D2(DIGRESSIVE)\", \"124D230(FORCED)\", \"124D241(UNHOLY)\", \"39B18(CARI)\", \"39E10(FINE)\", \"20AAA5\"]}", "finish": "stop"}, {"codes": ["48A2185", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.3479289940828402, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07785483079822114, "best_hf1": 0.3479289940828402, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "124D2(DIGRESSIVE)", "124D230(FORCED)", "124D241(UNHOLY)", "12I515", "14E16", "14E34", "15B14(BANKETS)", "15B20", "16G97", "20AAA5", "25C22(BOPPYA)", "30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A235", "31A25", "31A26", "31A72", "31A77", "31A89", "31A96", "31D11", "31D16", "31J8401", "31J8402", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "33B1", "34A31", "39B18(CARI)", "39E10(FINE)", "41A128", "48A2151", "48A2152", "48A2153", "48A2185", "48A2211", "48A97002", "48A98211", "48A98751", "48C1511", "4B104", "4B113", "4B113(CHRIST BEHEADING IMAGE BOTTLE)", "4B113(CHRIST BEHEADING IMAGE CASE)", "4B113(CHRIST THE FLORETT BOTTLE)", "4B132", "59G14(GROUP)", "63A05", "6K15(TOMATO)", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 403, "gt_codes": ["32B311(DUTCH)(+3)", "41D21(+82)", "41D262"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2022)", "11A156(1516-1633)", "11A154(1633-1714)", "11A178(1714-1793)", "11A154(1633-1714)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2022)\", \"11A156(1516-1633)\", \"11A154(1633-1714)\", \"11A178(1714-1793)\", \"11A154(1633-1714)\"]}", "finish": "stop"}, {"codes": ["27A107", "25B2", "25C76"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"25B2\", \"25C76\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.19708245243128966, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "10A10", "24A26"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"10A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u5973\u6027\u8096\u50cf\uff0c\u5c55\u793a\u4e8617-18\u4e16\u7eaa\u7684\u98ce\u683c\u3002\u5979\u7a7f\u7740\u534e\u4e3d\u7684\u670d\u88c5\uff0c\u5305\u62ec\u957f\u88d9\u548c\u886c\u886b\uff0c\u5e76\u4f69\u6234\u5e3d\u5b50\u3002\u80cc\u666f\u662f\u4e00\u4e2a\u98ce\u666f\uff0c\u6697\u793a\u4e86\u827a\u672f\u80cc\u666f\u3002\", \"culture\": \"\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.21555555555555553, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A43", "31B15"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A43\", \"31B15\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.17608763693270738, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRESS)", "33D2", "25011(FOREST LANDSCAPE)"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRESS)\", \"33D2\", \"25011(FOREST LANDSCAPE)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07069565042651965, "best_hf1": 0.21555555555555553, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10A10", "10D14", "11A1", "11A154(1633-1714)", "11A156(1516-1633)", "11A178(1714-1793)", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F52(DRESS)", "15B20", "16G97", "16I19", "1B104", "1B113", "21D25", "21D32", "23F93", "24A12A", "24A26", "25011(FOREST LANDSCAPE)", "25B2", "25C76", "27A107", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A43", "31B15", "31D11", "31J03", "33A10", "33B15", "33C30", "33D2", "34A31", "41A128", "41B1", "41B3", "45E04", "45E22", "45E246", "47C1511", "48A28", "48C40", "5161", "5162", "59G14(GRUNGE FORM)", "59G24(FROM 2022)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 404, "gt_codes": ["25F23(LION)", "25H", "31D14", "34B11", "43C114", "46C13141"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G3(GRUNGE FORM)", "59G1(GRUNGE FORM)", "23A42410", "30D253"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G3(GRUNGE FORM)\", \"59G1(GRUNGE FORM)\", \"23A42410\", \"30D253\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.09411764705882351, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "21B46", "44M4"], "valid_json": true, "hf1": 0.21093479968578163, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"21B46\", \"44M4\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30L009", "30L022"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30L009\", \"30L022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.15918367346938778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.20964426877470355, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.04406779661016949, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["10397", "32A195", "17I34", "24E51", "99K4(ANIMALS STANDING)", "99K63(ANIMALS SPOILED)", "60C40"], "valid_json": true, "hf1": 0.07769728331177232, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10397\", \"32A195\", \"17I34\", \"24E51\", \"99K4(ANIMALS STANDING)\", \"99K63(ANIMALS SPOILED)\", \"60C40\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.08739495798319327, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVELY OR ASCENDING ON A CROSS OR METIC OR MONOLITH)\", \"9A####(MOUNTAIN)\", \"101C9(LANDSCAPE SKY)\", \"11C22(SHIRT)\", \"AAA51#, \"31A84\", \"48A815\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.11081180811808118, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0930821108420907, "best_hf1": 0.21093479968578163, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10397", "11A1", "11A16", "11A218", "11E12", "11E18", "11E34", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12I515", "15A13", "17I34", "19B220", "1B104", "1B113", "20C33", "21B10", "21B46", "21D32", "23A42410", "23F9", "24E51", "305B", "30A12A", "30A12B", "30D253", "30L009", "30L022", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31J84", "32A107", "32A195", "32B107", "32B114", "32B15", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A128", "41B1", "41B3", "44M4", "45E84", "47C1511", "48A244", "51C45", "51F13", "51G6", "51M5", "53A", "59G1(GRUNGE FORM)", "59G11(GRUNGE 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"samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOPHUS)\", \"6K15(TOM)\", \"6K34(LUCRETIA)]\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["30A12", "30A21", "30A34", "30C16", "30C32", "30W514"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30A21\", \"30A34\", \"30C16\", \"30C32\", \"30W514\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": 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0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D32", "51F13(16THC-17THCENSITY)", "51F13(15TH-16THCENTURY)", "51F14(14TH-15THCENTURY)", "51I12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D32\", \"51F13(16THC-17THCENSITY)\", \"51F13(15TH-16THCENTURY)\", \"51F14(14TH-15THCENTURY)\", \"51I12\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.16285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.048102813852813855, "best_hf1": 0.228, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A238", "11E12", "11E1515", "11E1615", "11E18", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "15A11A", "15A13", "15B20", "16G97", "18B16", "1B104(19THCENTILITY)", "21D32", "22B159", "22C3250", "23F9", "24A12A(LOCKS)", "24A26A(HAIR)", "25A1", "25G98", "25G99", "26C7", "27A107", "29B33(FACE)", "29B33A(HEAD)", "29D41(EYES)", "29D43(NOSE)", "29D44(MOUTH)", "29D45(EARED", "31D11", "31F12", "31H404", "31J84011", "31J88911", "32A19", "33A10", "33A100", "33A102", "33A12", "33A16211", "33A16212", "33A16213", "33A17", "33A26", "33B1", "33B5", "35B107", "37B114", "37B15", "40F238", "43C1", "43C2", "43C3", "48A125", "48A244", "48A61(POURERS)", "48A84(PHARMACOPEIA)", "48C1511", "50A22(BLOOD)", "50A24(VELVET)", "50A25(NOW)", "51C45", "51F13(15TH-16THCENTURY)", "51F13(16THC-17THCENSITY)", "51F14(14TH-15THCENTURY)", "51I12", "59G14(GRUNGE FORM)", "73A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 407, "gt_codes": ["73", "73C523"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\",\n \"30B15\"\n]\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BODY LAYING)", "92A11(EARLY CHRISTOLOGY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BODY LAYING)\", \"92A11(EARLY CHRISTOLOGY)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(CHRIST ASCENDING INTO HEAVENS)", "33A(BAPTISM OF CHRIST)", "33A(BUTCHER)", "48A14D(PERSONS BASKING IN FROST)", "48A9940", "48K149"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRIST ASCENDING INTO HEAVENS)\", \"33A(BAPTISM OF CHRIST)\", \"33A(BUTCHER)\", \"48A14D(PERSONS BASKING IN FROST)\", \"48A9940\", \"48K149\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["4B104(1910)", "4B284(vers 20101)", "4B836(2112)", "90125(detail)", "9012(19)", "4B824(vers 207)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104(1910)\", \"4B284(vers 20101)\", \"4B836(2112)\", \"90125(detail)\", \"9012(19)\", \"4B824(vers 207)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(CHRIST AS RESURRECTS)", "51T362"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(CHRIST AS RESURRECTS)\", \"51T362\"]}", "finish": "stop"}, {"codes": ["20C33", "31B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "116A23", "25B25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"116A23\",\n \"25B25\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["41A218", "41A93", "42C489", "42D45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"42C489\", \"42D45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "116A23", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "15B14(BODY LAYING)", "16G97", "20C33", "24A12A(CHRIST ASCENDING INTO HEAVENS)", "25B25", "2E198", "2E199", "31A0231", "31A0272", "31A51213", "31B10", "31F12", "31H40411", "31J84011", "31J88911", "32A1002", "32A107", "32A12", "32A195", "32B107", "32B114", "32B128", "32B15", "33A(BAPTISM OF CHRIST)", "33A(BUTCHER)", "33D2", "34B31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A128", "41A218", "41A93", "41B1", "41B3", "42C489", "42D45", "44E51", "46I34", "47C1511", "48A14D(PERSONS BASKING IN FROST)", "48A9940", "48K149", "4B104(1910)", "4B284(vers 20101)", "4B824(vers 207)", "4B836(2112)", "51B101", "51T362", "54A110", "55A13", "59B105", "59G14(GROUP)", "60A3", "63A05", "81A08", "9012(19)", "90125(detail)", "92A11(EARLY CHRISTOLOGY)", "99K4(CHRIST AS RESURRECTS)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 408, "gt_codes": ["25F72(MUREX)(+36)", "83(OVID, Metamorphoses I:313-347)", "91E72", "92H171", "92H18(TRIDENT)", "92H391"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(Greek_and_Roman_Mythology)", "49I22(Mythological)", "11A15(Metamorphoses)", "11D34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Greek_and_Roman_Mythology)\", \"49I22(Mythological)\", \"11A15(Metamorphoses)\", \"11D34\"], \"note\": \"This artwork appears to be an ancient or classical scene, possibly from 'The Metamorphoses' by Ovid.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J83012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J83012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["74A12A(APOLLON)", "74A13A(ARETE)", "74A14", "74A26(AER)", "74A28(AUREL", "74A63"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A(APOLLON)\", \"74A13A(ARETE)\", \"74A14\", \"74A26(AER)\", \"74A28(AUREL\", \"74A63\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.04444444444444444, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.03166666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["9B104(NEPTUNE)", "9B128(NEPTUNE'S CAR)", "131E28(EARTH)", "132A290(RIVER GOD)", "132A291(RIVER GOD'S CAR)", "48C29"], "valid_json": true, "hf1": 0.08813559322033898, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(NEPTUNE)\", \"9B128(NEPTUNE'S CAR)\", \"131E28(EARTH)\", \"132A290(RIVER GOD)\", \"132A291(RIVER GOD'S CAR)\", \"48C29\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(with CREATURES)"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(with CREATURES)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C3250", "22B159", "41D10"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C3250\", \"22B159\", \"41D10\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.020013015174561784, "best_hf1": 0.08813559322033898, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A15(Metamorphoses)", "11A238", "11D34", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "12D489", "131E28(EARTH)", "132A290(RIVER GOD)", "132A291(RIVER 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PAG E.)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48A65813"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48A65813\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A98211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u96d5\u50cf\u7684\u7279\u5199\uff0c\u5c3a\u5bf8\u4e3a400x280\u50cf\u7d20\u3002\u96d5\u50cf\u63cf\u7ed8\u4e86\u4e00\u4f4d\u7ad9\u7acb\u7684\u7537\u6027\u4eba\u7269\uff0c\u624b\u6301\u957f\u6756\uff0c\u7ad9\u5728\u57fa\u5ea7\u4e0a\u3002\u96d5\u50cf\u7684\u7ec6\u8282\u548c\u6bd4\u4f8b\u90fd\u8868\u660e\u5b83\u662f\u4e00\u4ef6\u96d5\u5851\u4f5c\u54c1\u3002\", \"image_id\": \"185469\"}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.30400000000000005, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(STATUE OF SAINT MARTILITY)", "28D32", "51F13(PLATE)", "67B11"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(STATUE OF SAINT MARTILITY)\", \"28D32\", \"51F13(PLATE)\", \"67B11\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A43", "31B15", "48A2", "48B2"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A43\", \"31B15\", \"48A2\", \"48B2\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001", "48A9822"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\", \"48A9822\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.3166666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "49A185"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FORCED)\", \"121D241(UNHOLY)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11942857142857143, "best_hf1": 0.57, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "15B20", "16D04", "16G97", "16G99", "18A10", "1B104(STATUE OF SAINT MARTILITY)", "24A12A(LOCKS)", "24A20A(HAIR)", "24A33A(FWIRE)", "24A33A(HEAD)", "24A33A(HORNS)", "24B229(DANICHEK)", "24K149(CAT. STATUE STRIAT. PAG E.)", "24K150(CAT. STATUE ENMASS. PAG E.)", "25G98", "28D32", "31A43", "31B15", "31D11", "31F12", "31H404", "31J83011", "31J83012", "32A107", "32B107", "32B114", "32B128", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "48A18913", "48A2", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A65813", "48A97001", "48A98211", "48A9822", "48A98751", "48B2", "48C1511", "49A185", "51F13(PLATE)", "59G14(GROUPED FIGURES)", "59G49(SCULPTED GRIFFIN)", "59G68(SCULPTED COLIODOR METAMORPHOSIS)", "59G82(SCULPTED HEAD)", "59G83(SCULPTED CLAWS)", "59G93(SCULPTED ROCKWORK)", "67B11", "72A023", "72A051", "72A433", "72A438"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 411, "gt_codes": ["25H133", "25H23(+1)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"20B11\",\n\t\"20B12\",\n\t\"20B13\",\n\t\"20B14\",\n\t\"20B15\",\n\t\"20B16\",\n\t\"20B17\",\n\t\"20B18\",\n\t\"20B19\",\n\t\"20B20\",\n\t\"20B21\",\n\t\"20B22\",\n\t\"20B23\",\n\t\"20B24\",\n\t\"20B25\",\n\t\"20B26\",\n\t\"20B27\",\n\t\"20B28\",\n\t\"20B29\",\n\t\"20B30\",\n\t\"20B31\",\n\t\"20B32\",\n\t\"20B33\",\n\t\"20B34\",\n\t\"20B35\",\n\t\"20B36\",\n\t\"20B37\",\n\t\"20B38\",\n\t\"20B39\",\n\t\"20B40\",\n\t\"20B41\",\n\t\"20B42\",\n\t\"20B43\",\n\t\"20B44\",\n\t\"20B45\",\n\t\"20B46\",\n\t\"20B47\",\n\t\"20B48\",\n\t\"20B49\",\n\t\"20B50\",\n\t\"20B51\",\n\t\"20B52\",\n\t\"20B53\",\n\t\"20B54\",\n\t\"20B55\",\n\t\"20B56\",\n\t\"20B57\",\n\t\"20B58\",\n\t\"20B59\",\n\t\"20B60\",\n\t\"20B61\",\n\t\"20B62\",\n\t\"20B63\",\n\t\"20B64\",\n\t\"20B65\",\n\t\"20B66\",\n\t\"20B67\",\n\t\"20B68\",\n\t\"20B69\",\n\t\"20B70\",\n\t\"20B71\",\n\t\"20B72\",\n\t\"20B73\",\n\t\"20B74\",\n\t\"20B75\",\n\t\"20B76\",\n\t\"20B77\",\n\t\"20B78\",\n\t\"20B79\",\n\t\"20B80\",\n\t\"20B81\",\n\t\"20B82\",\n\t\"20B83\",\n\t\"20B84\",\n\t\"20B85\",\n\t\"20B86\",\n\t\"20B87\",\n\t\"20B88\",\n\t\"20B89\",\n\t\"20B90\",\n\t\"20B91\",\n\t\"20B92\",\n\t\"20B93\",\n\t\"20B94\",\n\t\"20B95"}, "samples": [{"codes": ["59G14(GROUPED FORM)", "59G24(FROM A SINGLE VIEWPOINT)", "11A38(SOIL, EARTH)", "11D34(WATER, LAKES)", "52C23(SHIPPING)", "51C30", "53C18"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FORM)\", \"59G24(FROM A SINGLE VIEWPOINT)\", \"11A38(SOIL, EARTH)\", \"11D34(WATER, LAKES)\", \"52C23(SHIPPING)\", \"51C30\", \"53C18\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412", "31J844"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\", \"31J844\"]}", "finish": "stop"}, {"codes": ["24A12", "31F51", "53C34", "90C16"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\", \"31F51\", \"53C34\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A3621", "36D1", "36D2", "36D3", "36D63", "36D7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A3621\", \"36D1\", \"36D2\", \"36D3\", \"36D63\", \"36D7\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"11E1715\", \"33G11\", \"33G12\", \"90A13\", \"90B20\", \"11C11\", \"11D83\", \"11D84\"], \"title\": [\"Pinning\", \"The Ad\"], \"artist\": \"Willem van der Velde\", \"year\": [\"1760-1769\"], \"location\": \"The Royal Netherlands Maritime Museum (Zeeuws Archief)\", \"source\": \"https://www.zeeuwsarchief.nl/links/ijmab...\"", "finish": "stop"}, {"codes": ["92L42", "40L115", "24J24", "14601"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24J24\", \"14601\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A370", "43K28", "32C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A370\", \"43K28\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COAST)\", \"121D270,121D279(####)**,121D28,121D285(####)**,121D286,121D28#,121D290(**HIGH WAT)**,121D291(**LOW WI**),121D297(**OPENSH**]\", \"122B50,122B560,122B6,122B70,122B71(####)**,122B720,122B72,122B73,122B740,122B74,122B75,122B80,122B85,122B9,122A10,122A15(###)**,122A18,122A20(###)**,122A230,122A290,123C30,123C580(####)**\"}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "43A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"43A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.018257373752420678, "best_hf1": 0.07959183673469389, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A218", "11A38(SOIL, EARTH)", "11D34(WATER, LAKES)", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "14601", "15B20", "16G97", "1B104", "1B113", "21D32", "23F9", "24A12", "24J24", "31D11", "31F51", "31J8401", "31J8402", "31J8412", "31J844", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "32C40", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33C17", "36A3621", "36D1", "36D2", "36D3", "36D63", "36D7", "40L115", "41B1", "41B3", "43A244", "43C1511", "43K28", "51C30", "51C45", "51F13", "51G6", "51M5", "52C23(SHIPPING)", "53C18", "53C34", "59G14(GROUPED FORM)", "59G24(FROM A SINGLE VIEWPOINT)", "73A370", "90C16", "92L42"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 412, "gt_codes": ["11F4132", "11H(JOHN)12", "73G"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "59G13(GRUNGE ROD)", "59G16(GRUNGE STRIP)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS FORM)\", \"59G13(GRUNGE ROD)\", \"59G16(GRUNGE STRIP)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "33B15", "33B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"33B15\", \"33B16\"]}", "finish": "stop"}, {"codes": ["31J04", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J04\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTMAS)\", \"24A33A(CHRISTMAS EASTER AND DIETTRONS + CHRIST'S BIRTH)\", \"24A14D(CHRIST THE BLESSING OF THE MESSIAH AND VIRTUES)\", \"24A12K(A HORARY COMPATIBLE WITH STRASBOURG PAG E 4)]\"*, \"24A24(AHANG ELIZABETH REGANA)]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.4071428571428571, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.3, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.22176470588235295, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITYTERRACOTA)", "1B251(19THCENTURYCHUBB)", "1B252(19THCENTURYEDWARDETECHMEDTHER)", "1L160(19THCENTURYFINALMODERNYEARBOOK)", "1S311(19THCENTURYINNERLANDSCAPE)", "73D65(19THCENTURYUNDERGROUNDSCENE)"], "valid_json": true, "hf1": 0.23644444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITYTERRACOTA)\", \"1B251(19THCENTURYCHUBB)\", \"1B252(19THCENTURYEDWARDETECHMEDTHER)\", \"1L160(19THCENTURYFINALMODERNYEARBOOK)\", \"1S311(19THCENTURYINNERLANDSCAPE)\", \"73D65(19THCENTURYUNDERGROUNDSCENE)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L30(LONG)\", \"138Q8\"], \"infos\"
12px | 100% width
", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.28148148148148144, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C3250", "22B159", "41D10"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C3250\", \"22B159\", \"41D10\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1015309891633421, "best_hf1": 0.4071428571428571, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGRESSIVE)", "16G97", "18B16", "1B104(19THCENTILITYTERRACOTA)", "1B251(19THCENTURYCHUBB)", "1B252(19THCENTURYEDWARDETECHMEDTHER)", "1L160(19THCENTURYFINALMODERNYEARBOOK)", "1S311(19THCENTURYINNERLANDSCAPE)", "22B159", "22C3250", "25A1", "25G98", "25G99", "31A0231", "31A0272", "31J04", "32A107", "32A19", "32B107", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B15", "33B16", "33C17", "34A31", "41A128", "41D10", "45E04", "45E22", "45E246", "45E406", "45E512", "48A125", "48A2185", "48C1511", "48G315", "59G13(GRUNGE ROD)", "59G14(GRUNGE FORM)", "59G16(GRUNGE STRIP)", "59G24(FIREDRESS FORM)", "630E", "631A", "73D65(19THCENTURYUNDERGROUNDSCENE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 413, "gt_codes": ["25G41(VIOLET)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"25G4(COLOCYNTHIS POMIFORMIS)\",\n\t\"25G4(COLOCYNTHIS PYRIFORMIS)\",\n\t\"25G4(ROUND FASHIONED BITTER GOURDE)\",\n\t\"25G4(PEARE FASHIONED BITTER GOURDE)\"\n]\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "25E113", "68E51(TITLE)"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"25E113\", \"68E51(TITLE)\"], \"iconclass-description\": [\"A large illustration in an open page of a book\", \"A large illustration of a floral design\"]}", "finish": "stop"}, {"codes": ["25G4(CAULIFLOWER)", "25G4(CABBAGE)", "25G4(BROCCOLI)", "10050", "53A02(FLOWERS IN TEXT)", "53A109"], "valid_json": true, "hf1": 0.5066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CAULIFLOWER)\", \"25G4(CABBAGE)\", \"25G4(BROCCOLI)\", \"10050\", \"53A02(FLOWERS IN TEXT)\", \"53A109\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\"]}", "finish": "stop"}, {"codes": ["25G129(APRICA GOTTERPASTEOR)", "33C0(BRICKEL)", "48B28"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G129(APRICA GOTTERPASTEOR)\", \"33C0(BRICKEL)\", \"48B28\"]}", "finish": "stop"}, {"codes": ["25F118", "25F74", "25F80"], "valid_json": true, "hf1": 0.39663865546218485, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25F118\", \"25F74\", \"25F80\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual evidence, this artwork is an Oblegerung (a medieval German textual-musical notation) which incorporates a plant illustration with a musical score.\n\nHere are the relevant Iconclass codes:\n\n* **15O243**: Oblegerung (textual-musical notation)\n* **13A222**: Written or printed music\n* **6D121**: Plant, herb\n* **10E20**: Decorative ornament, filled (the illustrative additions to the text)\n* **13F1021**: Manuscript, book", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A23", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A23\", \"31A235\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.3, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(22ARSHA)", "1B216(26SHI)", "25C101(AGO 05)", "25C102(AGO 05)", "25C103(AGO 05)", "25C104(AGO 05)"], "valid_json": true, "hf1": 0.2763636363636363, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(22ARSHA)\", \"1B216(26SHI)\", \"25C101(AGO 05)\", \"25C102(AGO 05)\", \"25C103(AGO 05)\", \"25C104(AGO 05)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.19746835443037977, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"book\": [\"38L30\"]}{\n\t\t\t\t\"key\": \"38L\"-------------------------20C33 \n\t\t\t\t\t'The book' ' b\u00f6l\u00fcmde bir (V) oynar. Bask\u0131n\u0131n i\u00e7inde g\u00f6r\u00fcnt\u00fcleme i\u00e7in kullan\u0131l\u0131r. '\n\t\t\t\t\t\t\"\n\t\t\t\t\t\t\"- 20C33\" 'The book' \" and '20C33: Chapter with numbers' , '20C33: Chapter with numbers' , '20C33: Chapter with numbers' . '\n\t\t\t\t\t\t\t'21L103: Plant illustration in various places of paragraph' . '21L103: Plant illustration in various places of paragraph' , '21L103: Plant illustration in various places of paragraph' . '\n\t\t\t\t\t\t\t'20C33: Chapter with numbers' and '21L103: Plant illustration in various places of paragraph' , '20C33: Chapter with numbers' , '21L103: Plant illustration in various places of paragraph' . '\n\t\t\t\t\t\t\t'20C33: Chapter with numbers' . '20C33: Chapter with numbers' . '\n\t\t\t\t\t\t\t'20C33: Chapter with numbers' , '21L103: Plant illustration in various places of paragraph' . '\n\t\t\t\t\t\t\t\t'38L30: Book20C33: Chapter with numbers21L103: Plant illustration in various places of paragraph'. '\n\t\t\t\t\t\t\t\t\t')}\n\t\t\t\t\t\t\t\t'  '. 'The correct answer is ' \"38L30\" , \"20C33\" , '21C108\" ' , '38L30\" , \"20C33\" , '21L103\" . '\n\t\t\t\t\t\t\t\t\t'\n\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t'38L30\" , \"20C33\" , '21L103\"' . '\n\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t'\n\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t'\n\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t'20C33\" , '21L103\". '\n\t\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t\t'21L103\", \"38L30\". '\n\t\t\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t\t\t'38L30\" , \"21L103\". '\n\t\t\t\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t\t\t\t'21L103: Plant illustration in various places of paragraph' . '\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t'21L103\" . '\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t'. '\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t'", "finish": "length"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["33D2", "5E1101", "5E1104", "5F3105"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"5E1101\",\n \"5E1104\",\n \"5F3105\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D48"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14463358205767923, "best_hf1": 0.5066666666666667, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "10050", "11A238", "11E1515", "11E162", "11E167", "11E18", "12D48", "16G97", "1B104(19THC)", "1B204(22ARSHA)", "1B216(26SHI)", "20C33", "21L103", "23E12", "23F93", "25C101(AGO 05)", "25C102(AGO 05)", "25C103(AGO 05)", "25C104(AGO 05)", "25E113", "25F118", "25F74", "25F80", "25G129(APRICA GOTTERPASTEOR)", "25G4(BROCCOLI)", "25G4(CABBAGE)", "25G4(CAULIFLOWER)", "25G98", "31A0231", "31A0272", "31A10", "31A12", "31A23", "31A235", "31A77", "31F12", "31J84011", "31J88911", "32A19", "33C0(BRICKEL)", "33D2", "34A31", "41A128", "48B28", "53A02(FLOWERS IN TEXT)", "53A109", "59G14(GRUNGE FORM)", "5E1101", "5E1104", "5F3105", "630E", "631A", "68E51(TITLE)"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 414, "gt_codes": ["49H3", "83(OGILBY, America)"], "greedy": {"codes": ["25E01", "25E01", "25E01", "25E01"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25E01\", \"25E01\", \"25E01\", \"25E01\"]}"}, "samples": [{"codes": ["59G14(GROUPED FORM)", "59G24(FROM A SINGLE SPECTATOR)", "11A156(ROOM WITH DRAWING)", "13L44", "11C42", "13B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FORM)\", \"59G24(FROM A SINGLE SPECTATOR)\", \"11A156(ROOM WITH DRAWING)\", \"13L44\", \"11C42\", \"13B24\"]}", "finish": "stop"}, {"codes": 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false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["31A235", "23F93", "12C489"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F93\", \"12C489\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10318452380952381, "best_hf1": 0.38000000000000006, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C489", "12F52(DIGRESSIVE)", "15B20", "16G97", "19B220", "212M63", "22B159", "22C3250", "23F93", "24A12A(TEMPERANCE)", "24A33A(ABUNDANCE)", "24B3B(AMORITA)", "24B519(SICK KNIFE)", "25G98", "25G99", "26C7", "27H303(FAT AND FERTILE WOMAN)", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A12", "31A235", "31A26", "31D11", "31D16", "31J84", "32A107", "32A195", "32B107", "32B114", "32B15", "33B15", "33C30", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A128", "41B1", "41B3", "44E51", "45E84", "47C1511", "47I34", "48A28", "48C40", "59G13(STRIKES ACROSS DRAWING)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "59L42", "59L44", "59Q24", "630E", "631A", "99K4(ANIMALS)", "9B104", "9B113", "9B114(CHRIST THE ADVENT]", "9B132", "9B25"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 416, "gt_codes": ["31A231", "31A2422", "41A7751", "41D211", "41D221(HOOD)", "41D2321", "41D2661", "41D2662", "42A45", "61B(+55)", "61B:31A2212(+1)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GIRL)", "59P40(CLOWNT)", "59C211(EAR COVERED/HEAD COVERED)", "31D33(SUN", "59C42", "12B24"], "valid_json": true, "hf1": 0.06608695652173913, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GIRL)\", \"59P40(CLOWNT)\", \"59C211(EAR COVERED/HEAD COVERED)\", \"31D33(SUN\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["30A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.056977329974811086, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["30J03", "45E04", "45E22", "45G246", "45G406", "45G512"], "valid_json": true, "hf1": 0.1759966000849979, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J03\", \"45E04\", \"45E22\", \"45G246\", \"45G406\", \"45G512\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30C009", "30C022"], "valid_json": true, "hf1": 0.06023166023166023, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30C009\", \"30C022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.11455568053993251, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.18, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["30A162(AUTO PORTRAIT)(JUNICIPREUS)", "30F033(FEMALIA)", "30F034(COMUNTES)"], "valid_json": true, "hf1": 0.06023166023166023, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A162(AUTO PORTRAIT)(JUNICIPREUS)\", \"30F033(FEMALIA)\", \"30F034(COMUNTES)\"], \"explanation\": \"The image shows a large, vertically dominated artwork featuring a young girl in formal attire standing beside a dresser mirror. Key elements include the girl's youthful facial features, her formal symmetrical arrangement, and the prominent placement of her mirrored reflection and head. These indicate a strong connection to the Iconclass category \\\"JUNICIPREUS\\\" and the subcategory \\\"FEMALIA.\\\"\"}", "finish": "stop"}, {"codes": ["30A181", "30E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.05716770186335404, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.37182095625635814, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.05066666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.1361311475409836, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.3113513513513513, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["33D2", "5E11", "9A241", "101C93", "33D1"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"5E11\",\n \"9A241\",\n \"101C93\",\n \"33D1\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C5894", "25H5"], "valid_json": true, "hf1": 0.18065296251511487, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C5894\", \"25H5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11683566711116436, "best_hf1": 0.37182095625635814, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["101C93", "11A16", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12C5894", "16G97", "20C33", "20F93", "21B10", "25H5", "30A107", "30A129", "30A147", "30A162(AUTO PORTRAIT)(JUNICIPREUS)", "30A181", "30C009", "30C022", "30C1511", "30E34", "30F033(FEMALIA)", "30F034(COMUNTES)", "30J03", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A28", "31D33(SUN", "31E12", "31F2", "31H24", "31H28", "31L17", "32A195", "32I515", "33D1", "33D2", "34A31", "35B2", "35C7", "3B104", "3B113", "3B132", "41A128", "44E51", "45E04", "45E22", "45G246", "45G406", "45G512", "47I34", "48A181", "48B16", "51F13", "51G6", "51M5", "52A9", "55A13", "59C211(EAR COVERED/HEAD COVERED)", "59C42", "59G14(GIRL)", "59P40(CLOWNT)", "5E11", "63A05", "81A08", "99K4(ORIGINAL CREATION)", "9A241"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 417, "gt_codes": ["86(INVIDIOSUM QUAM MISERUM ESSE PRAESTAT)", "25H2322", "46C24", "92I751", "94I182", "11N32", "56BB21"], "greedy": {"codes": ["10B11", "10B12", "10B13", "10B14", "10B15"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B12\",\n \"10B13\",\n \"10B14\",\n \"10B15\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GREEK FORMS:RESURRECTION)", "97A23(CYCLADIUS)", "31D6(DECORATIVE PRINT)", "33C23", "59C42", "12B24"], "valid_json": true, "hf1": 0.11846153846153845, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GREEK FORMS:RESURRECTION)\", \"97A23(CYCLADIUS)\", \"31D6(DECORATIVE PRINT)\", \"33C23\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["24A12A(woodblock),24A12A(woodcut),24A12A(engraving),24A12A(etching),4D8104", "75L03", "229B940", "11K049"], "valid_json": true, "hf1": 0.1158495460440986, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(woodblock),24A12A(woodcut),24A12A(engraving),24A12A(etching),4D8104\", \"75L03\", \"229B940\", \"11K049\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.09945945945945947, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.12574811625403662, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.02923076923076923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine)", "77A68(Antoine)", "77A38(Antoine)", "36A134(Cosmo/Deus)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine)\", \"77A68(Antoine)\", \"77A38(Antoine)\", \"36A134(Cosmo/Deus)\"]}", "finish": "stop"}, {"codes": ["21A18", "21B9", "41A22", "54A114", "54F13", "57A30"], "valid_json": true, "hf1": 0.11739279588336193, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"41A22\", \"54A114\", \"54F13\", \"57A30\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24J24", "14G41"], "valid_json": true, "hf1": 0.19505300353356889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104(BOAT WITH SINGLE SILITY)", "28D32(sitting SOLITAI1Y)", "28A67(seated on ROCK)", "9B105(some ONE BEHIND)", "9B1L4(almost one LINK)", "28A732(one next to another)", "9B114(seated man)", "9H102739"], "valid_json": true, "hf1": 0.11399999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(BOAT WITH SINGLE SILITY)\", \"28D32(sitting SOLITAI1Y)\", \"28A67(seated on ROCK)\", \"9B105(some ONE BEHIND)\", \"9B1L4(almost one LINK)\", \"28A732(one next to another)\", \"9B114(seated man)\", \"9H102739\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.03076923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "15A13"], "valid_json": true, "hf1": 0.08650095602294455, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.13647122108660573, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "11B02", "32D2", "27F1", "81C4"], "valid_json": true, "hf1": 0.15455999999999998, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"11B02\",\n \"32D2\",\n \"27F1\",\n \"81C4\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.047499999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08568728979660088, "best_hf1": 0.19505300353356889, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11B02", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "11K049", "12B24", "14G41", "15A13", "16G97", "20C33", "21A18", "21B9", "21L10", "229B940", "24A12A(woodblock),24A12A(woodcut),24A12A(engraving),24A12A(etching),4D8104", "24J24", "26C7", "27F1", "28A67(seated on ROCK)", "28A732(one next to another)", "28D32(sitting SOLITAI1Y)", "31D16", "31D6(DECORATIVE PRINT)", "31J8401", "31J8402", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "32D2", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33C23", "33D2", "36A134(Cosmo/Deus)", "36A162(Antoine)", "40L115", "41A22", "47C1511", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "51B101", "54A110", "54A114", "54F13", "57A30", "59B105", "59C42", "59G14(GREEK FORMS:RESURRECTION)", "75L03", "77A38(Antoine)", "77A68(Antoine)", "81C4", "92L42", "97A23(CYCLADIUS)", "9B104(BOAT WITH SINGLE SILITY)", "9B105(some ONE BEHIND)", "9B114(seated man)", "9B1L4(almost one LINK)", "9H102739"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, 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[Data source: Commons]

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"hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"41A22\", \"54A114\", \"54F17\", \"57A30\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05682656826568266, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C325(I,II)\", \"22C42####(O)}}\"}\n
\n", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.07938144329896908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.025084106747781453, "best_hf1": 0.13220338983050847, "mean_code_recall": 0.0, "distinct_sets": 13, "union_codes": ["11A1", "11A218", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H24", "11H28", "11H743", "13A3", "15B20", "16G17", "16G19", "1B104", "1B113", "21A18", "21B9", "21D32", "22A107", "23F9", "31A10", "31A12", "31A235", "31A77", "31A89", "31A96", "31D11", "31J03", "33B1", "35B2", "35C7", "41A22", "45E04", "48A125", "48A244", "48C1511", "51613", "51C45", "523A", "54A114", "54F17", "57A30"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 422, "gt_codes": ["33C23", "31D16", "46A1632", "46B311", "33A14", "55C2"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.2812712826333712, "code_recall": 0.16666666666666666, "code_precision": 0.2, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J83012", "31F12", "31H404"], "valid_json": true, "hf1": 0.19807073954983925, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J83012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APOTHECARY)\"], \"description\": \"An example of an older engraving (A).\", \"text\": {{ \"title\": \"A van der Donck's 'Exercitatio', after a work by Ruysbrock, ca. 1505\" }}}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual evidence of the artwork, here are the most relevant Iconclass codes, prioritized by confidence and relevance to the specific subject matter (an apothecary or drug merchant and his customers):\n\n* **Primary Subjects:**\n * `17B412`: Apothecary, 15-17e cent.\n * `17B413`: Apothecary, 18th cent.\n * `17B414`: Pharmacists.\n * `2B6(PHARMACOPOLIA)`: Pharmacy, general subject.\n * `2B614`: Pharmacopoeia.\n\n* **Content & Attributes:**\n * `31B482`: Medicine chest, woman.\n * `31C135`: Pharmacy apothecary, shop.\n * `5G3`: Medicine, general subject.\n * `5G3700`: Medicine as a commodity, manufacturing and distribution.\n * `5G3813`: Medicine shop, shopfront.\n\n* **Historical Context:**\n * `73A3`", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.3891891891891892, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THCENTILITY)", "9B104(20THC1ENTILITY)", "9B104(18THC1ENTILITY)", "9B104(17THC1ENTILITY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THCENTILITY)\", \"9B104(20THC1ENTILITY)\", \"9B104(18THC1ENTILITY)\", \"9B104(17THC1ENTILITY)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.12452830188679248, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MAGAZINE STRETCHED)", "93A25(LAMPS)", "11A262", "32A225"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MAGAZINE STRETCHED)\", \"93A25(LAMPS)\", \"11A262\", \"32A225\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.09708154506437769, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09774301944192641, "best_hf1": 0.3891891891891892, "mean_code_recall": 0.010416666666666666, "distinct_sets": 14, "union_codes": ["05331", "11A1", "11A218", "11A262", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "15A13", "16G97", "20C33", "21B10", "22C32(BACKDROP OR SETTING)", "23F9", "2E198", "2E199", "31D16", "31F12", "31H404", "31J83011", "31J83012", "32A107", "32A19", "32A225", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A26", "33C17", "39A####(MAGAZINE STRETCHED)", "48A244", "48A98211", "48A98751", "51C45", "59G14(GRUNGE FORM)", "93A25(LAMPS)", "9B104(17THC1ENTILITY)", "9B104(18THC1ENTILITY)", "9B104(19THCENTILITY)", "9B104(20THC1ENTILITY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.010416666666666666, "code_recall@2": 0.020833333333333332, "code_recall@4": 0.041666666666666664, "code_recall@8": 0.08333333333333333, "code_recall@16": 0.16666666666666666, "union_code_recall": 0.16666666666666666}, {"index": 423, "gt_codes": ["31A235", "31D14", "41C74(+1)", "41C741"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59114(GRUNGE-\u00adSTYLE)", "40497(FRESSING-\u00adSTYLE)"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE-\u00adSTYLE)\", \"40497(FRESSING-\u00adSTYLE)\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212M63"], "valid_json": true, "hf1": 0.19830508474576272, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(APOTHECARY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APOTHECARY)\"], \"iconclass-tags\": [\"historical print\", \"18th century\", \"astronomia\", \"science\", \"science history\", \"science instruments\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.3402461538461538, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine Watteau)(French", "36A26", "36A80(d 1684 Austrian)", "36A25", "36A205", "36A91"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine Watteau)(French\", \"36A26\", \"36A80(d 1684 Austrian)\", \"36A25\", \"36A205\", \"36A91\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "48A434", "16D04", "48A438"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"48A434\", \"16D04\", \"48A438\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.31757269279393174, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.13818181818181816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(CARPENTER)", "121D27(IWWOR)", "121D28(PLANE)", "121D39(LABOURER'S)", "121D42(SHIRT)", "15B25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CARPENTER)\", \"121D27(IWWOR)\", \"121D28(PLANE)\", \"121D39(LABOURER'S)\", \"121D42(SHIRT)\", \"15B25\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.06610169491525424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10499645684136398, "best_hf1": 0.3402461538461538, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CARPENTER)", "121D27(IWWOR)", "121D28(PLANE)", "121D39(LABOURER'S)", "121D42(SHIRT)", "15B20", "15B25", "16D04", "16G97", "19B220", "1B104", "1B113", "212M63", "21D25", "21D32", "23F9", "24A12A(APOTHECARY)", "27A107", "2E198", "2E199", "31A10", "31A12", "31D11", "31J84", "32A19", "33B15", "33C30", "35B2", "35C7", "36A162(Antoine Watteau)(French", "36A205", "36A25", "36A26", "36A80(d 1684 Austrian)", "36A91", "40497(FRESSING-\u00adSTYLE)", "418A", "41B3", "45E84", "47C1511", "48A244", "48A28", "48A433", "48A434", "48A438", "48C40", "5161", "5162", "51C45", "52A9", "59114(GRUNGE-\u00adSTYLE)", "72A023", "72A051"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 424, "gt_codes": ["47I2112"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68E51637", "68A", "68C42", "68E24101", "68E73", "68E74", "68E75"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68E51637\", \"68A\", \"68C42\", \"68E24101\", \"68E73\", \"68E74\", \"68E75\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A12A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A12A\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["C2A12", "C2A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"C2A12\", \"C2A10\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E162", "11E167", "05A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E162\", \"11E167\", \"05A31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"most_relevant_code\": \"20C33\"}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52", "13A37", "12F52"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"13A37\", \"12F52\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.021527777777777778, "best_hf1": 0.13333333333333333, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H118", "11H119", "11H166", "11H168", "11H743", "12C48", "12F52", "13A37", "16G97", "16G99", "1B104", "1B113", "20C33", "20F93", "21D32", "21L103", "24A12A", "25G98", "31A132", "31A235", "31A77", "31A781", "31A89", "31A96", "31J03", "32A107", "32B107", "32B114", "32B128", "32B15", "33A10", "41B1", "41B3", "43C1511", "45E04", "51F13", "59C21113", "59G14011", "59P40407", "68A", "68C42", "68E24101", "68E51637", "68E73", "68E74", "68E75", "C2A10", "C2A12"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 425, "gt_codes": ["41A723", "41D282", "47H311", "47H312", "86(VIS AMORIS)", "94L24(+0)"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J83012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J83012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74L009", "31B32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74L009\", \"31B32\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D32", "33D17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D32\", \"33D17\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.09326086956521738, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(CHRIST THE ADVENTIST)"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(CHRIST THE ADVENTIST)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["124D2(DIGRESSIVE)", "124D230(FORCED)", "124D241(UNHOLY)", "49A185"], "valid_json": true, "hf1": 0.07272727272727272, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D2(DIGRESSIVE)\", \"124D230(FORCED)\", \"124D241(UNHOLY)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["48A2185", "33G315"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"33G315\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03270109872012046, "best_hf1": 0.10857142857142858, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "124D2(DIGRESSIVE)", "124D230(FORCED)", "124D241(UNHOLY)", "15B20", "163A05", "16G97", "2E198", "2E199", "31A1002", "31A12", "31B32", "31D11", "31D16", "31F12", "31H404", "31J83011", "31J83012", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "33A8", "33B1", "33D1", "33D17", "33D32", "33G315", "36A1621", "36A26", "48A125", "48A2185", "48A433", "48A97002", "48C1511", "49A185", "59G14(GRUNGE FORM)", "601A11", "72A023", "72A051", "74A12A", "74A12B", "74L009", "81A08", "9B104", "9B113", "9B113(CHRIST THE ADVENTIST)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 426, "gt_codes": ["73", "73B57"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOP)", "15O13(FLOOR)", "15I34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15I34\"], \"note\": \"This artwork appears to be a woodcut or engraving depicting a 'Mary of Egypt' scene.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168", "48E170", "13A1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\", \"48E170\", \"13A1\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(CHRISTMAS)", "24A33A(CHRISTMAS EASTER AND DIETTRONS + CHRIST'S PASSION)", "24A14D(CHRIST THE BLESSING OF THE NATHAN)", "24B94005", "24B9401", "48A619"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTMAS)\", \"24A33A(CHRISTMAS EASTER AND DIETTRONS + CHRIST'S PASSION)\", \"24A14D(CHRIST THE BLESSING OF THE NATHAN)\", \"24B94005\", \"24B9401\", \"48A619\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "114C1", "114C8", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"114C1\", \"114C8\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "35A23", "33A8", "33D3(DIM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"35A23\", \"33A8\", \"33D3(DIM)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["4B104(19THC)", "4B284(21STC)", "101E285", "21C25", "11A5105", "11A510L", "11A510P"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104(19THC)\", \"4B284(21STC)\", \"101E285\", \"21C25\", \"11A5105\", \"11A510L\", \"11A510P\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(PICTURE OF A PAINTER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(PICTURE OF A PAINTER)\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L30", "41K28", "42C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L30\", \"41K28\", \"42C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGG)", "37B232", "37B248", "37B249", "37B293", "52C3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGG)\", \"37B232\", \"37B248\", \"37B249\", \"37B293\", \"52C3\"]}", "finish": "stop"}, {"codes": ["41A218", "41A93", "42C5894", "42D5", "48A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"42C5894\", \"42D5\", \"48A19\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["101E285", "114C1", "114C8", "11A1", "11A5105", "11A510L", "11A510P", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGG)", "13A1", "15B14(BANKETS)", "15B20", "15I34", "15O13(FLOOR)", "16G97", "21C25", "24A12A(CHRISTMAS)", "24A14D(CHRIST THE BLESSING OF THE NATHAN)", "24A33A(CHRISTMAS EASTER AND DIETTRONS + CHRIST'S PASSION)", "24B94005", "24B9401", "25C22(BOP)", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A51213", "31B112", "31D168", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "33A17", "33A8", "33D1", "33D3(DIM)", "34A31", "35A23", "35B5", "36A1621", "37B232", "37B248", "37B249", "37B293", "38L30", "41A128", "41A218", "41A93", "41B1", "41B3", "41K28", "42C4", "42C5894", "42D5", "44E51", "47C1511", "47I34", "48A19", "48A619", "48E170", "4B104(19THC)", "4B284(21STC)", "52C3", "59G14(GROUP)", "60A3", "63A05", "81A08", "99K4(PICTURE OF A PAINTER)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 427, "gt_codes": ["47I2112", "47I213", "47I214", "47I221", "73", "73B14"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GOAT)", "59P40(COW)", "59Q22(BOAR)", "59K15(DOG)", "63L44", "63L42", "63Q24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GOAT)\", \"59P40(COW)\", \"59Q22(BOAR)\", \"59K15(DOG)\", \"63L44\", \"63L42\", \"63Q24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "89V220", "212M631", "24D63", "455C213"], "valid_json": true, "hf1": 0.08629310344827587, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"89V220\", \"212M631\", \"24D63\", \"455C213\"]}", "finish": "stop"}, {"codes": ["24A12A(TEMPERATURE)", "24A33A(TEMPERATURE)", "24B32(TEMPERATURE)", "24W519(CLOUD FORMATION)", "17H303(FARM BUILDING)", "9400501"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPERATURE)\", \"24A33A(TEMPERATURE)\", \"24B32(TEMPERATURE)\", \"24W519(CLOUD FORMATION)\", \"17H303(FARM BUILDING)\", \"9400501\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.14392523364485982, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["36A162(Agriculture)", "77A68(Ancient_Babylon)", "38G53(Shepherd)", "31A235(Geneses)"], "valid_json": true, "hf1": 0.05652173913043478, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Agriculture)\", \"77A68(Ancient_Babylon)\", \"38G53(Shepherd)\", \"31A235(Geneses)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(Animals_grafik)", "9B113(Schlerve)", "13A168(Elders)", "13A190(Redenber)", "13A19(Heiligen)", "13A24(Engel)", "73267(Figurengrafik)", "73254(Figurengrafik)", "73265(Figurengrafik)"], "valid_json": true, "hf1": 0.13164556962025317, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(Animals_grafik)\", \"9B113(Schlerve)\", \"13A168(Elders)\", \"13A190(Redenber)\", \"13A19(Heiligen)\", \"13A24(Engel)\", \"73267(Figurengrafik)\", \"73254(Figurengrafik)\", \"73265(Figurengrafik)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "31B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["6D318", "6D312", "6D32", "6D316", "6D3111"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"6D318\", \"6D312\", \"6D32\", \"6D316\", \"6D3111\"]}", "finish": "stop"}, {"codes": ["124D26(CATTLE)", "37B232(SHEEP OR GOAT)", "59A241(ANGEL)", "51C93", "51C3011", "51H12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, 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"24W519(CLOUD FORMATION)", "2E198", "2E199", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A235(Geneses)", "31A26", "31B10", "31D168", "31J83", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "36A162(Agriculture)", "37B232(SHEEP OR GOAT)", "38G53(Shepherd)", "41A216", "41A218", "43F9", "455C213", "45E84", "47C1511", "51C3011", "51C45", "51C93", "51H12", "55A13", "59A241(ANGEL)", "59G14(GOAT)", "59K15(DOG)", "59P40(COW)", "59Q22(BOAR)", "63L42", "63L44", "63Q24", "6D3111", "6D312", "6D316", "6D318", "6D32", "73254(Figurengrafik)", "73265(Figurengrafik)", "73267(Figurengrafik)", "77A68(Ancient_Babylon)", "89V220", "9400501", "9B104(Animals_grafik)", "9B113(Schlerve)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, 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\"31B20\", \"31C315\", \"31C316\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31D16", "48A98211", "48A9841", "48C515", "33C23"], "valid_json": true, "hf1": 0.19022115959354455, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31D16\", \"48A98211\", \"48A9841\", \"48C515\", \"33C23\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1700+)\", \"24A12A(BRUT], (A]\", \"24A12A(A18W],\"]", "finish": "stop"}, {"codes": ["11H118", "11H74", "11H8", "11H19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H74\", \"11H8\", \"11H19\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33C17"], "valid_json": true, "hf1": 0.13309302325581393, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.16774316592498412, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33B39", "33D38", "33D39", "33D40"], "valid_json": true, "hf1": 0.19839679358717432, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33B39\", \"33D38\", \"33D39\", \"33D40\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05A31"], "valid_json": true, "hf1": 0.25046804123711347, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A023", "31A251", "48A433", "48A434", "16D04", "18A10"], "valid_json": true, "hf1": 0.21190127970749545, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A251\", \"48A433\", \"48A434\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["92L54", "92L43", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.056317689530685916, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L54\", \"92L43\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A16", "32A43", "32B15", "32C2", "33C23"], "valid_json": true, "hf1": 0.10751914241960185, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A16\", \"32A43\", \"32B15\", \"32C2\", \"33C23\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C20", "48A28", "48C40"], "valid_json": true, "hf1": 0.18617283950617286, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C20\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.11878172588832488, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULETS OR PINES)", "39A####(RELIGIOUS)", "39A49(LANGUAGE: LATE)", "39E####(DISCLOSURE)", "39G25(DDRAWING: RURAL)"], "valid_json": true, "hf1": 0.1240188383045526, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULETS OR PINES)\", \"39A####(RELIGIOUS)\", \"39A49(LANGUAGE: LATE)\", \"39E####(DISCLOSURE)\", \"39G25(DDRAWING: RURAL)\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12D48"], "valid_json": true, "hf1": 0.21989743589743588, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.13465819592830625, "best_hf1": 0.25046804123711347, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11E12", "11E1515", "11E1615", "11E18", "11F2", "11H118", "11H19", "11H24", "11H28", "11H74", "11H8", "12D48", "12F52(DIGRESSIVE)", "15B20", "16D04", "16G97", "18A10", "18B16", "20F93", "21D25", "21D32", "22C32(BULETS OR PINES)", "25A1", "25G98", "25G99", "31A023", "31A235", "31A251", "31A27", "31B20", "31C315", "31C316", "31D11", "31D16", "32A16", "32A43", "32B15", "32C2", "33A06", "33A10", "33A100", "33A102", "33A12", "33A26", "33A37", "33B15", "33B39", "33C17", "33C20", "33C23", "33D38", "33D39", "33D40", "39A####(RELIGIOUS)", "39A49(LANGUAGE: LATE)", "39E####(DISCLOSURE)", "39G25(DDRAWING: RURAL)", "48A125", "48A28", "48A433", "48A434", "48A98211", "48A9841", "48C1511", "48C40", "48C515", "5161", "5162", "59114(Germanic-\u00adchristian-\u00adCatechism)", "59221(****************************************************************)", "92L43", "92L54"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 434, "gt_codes": ["25F26(HARE)", "25F38(PARTRIDGE)", "25G21(LEMON)", "41C653(LEMON)", "43C113"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GOAT)", "59P40(COZIE)", "59X11(EAR OF GOAT)", "59X30(TAIL OF GOAT)", "59X42(FIN OF GOAT)", "59X51(HOOF OF GOAT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GOAT)\", \"59P40(COZIE)\", \"59X11(EAR OF GOAT)\", \"59X30(TAIL OF GOAT)\", \"59X42(FIN OF GOAT)\", \"59X51(HOOF OF GOAT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.10133333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12", "31C51", "53C34", "90C16"], "valid_json": true, "hf1": 0.07058823529411765, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\", \"31C51\", \"53C34\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.23333333333333328, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.08571428571428572, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "25H32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.10434782608695653, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"25H32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(FLORA AND FAUNA)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(FLORA AND FAUNA)\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.12631578947368424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41A1", "41B3"], "valid_json": true, "hf1": 0.11121951219512197, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41A1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DUCK)", "33D2", "25011", "25F92####"], "valid_json": true, "hf1": 0.271353315168029, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DUCK)\", \"33D2\", \"25011\", \"25F92####\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.06705882352941175, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08323180616079487, "best_hf1": 0.271353315168029, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DUCK)", "15A13", "16G97", "1B104", "1B113", "20C33", "21B10", "23F9", "24A12", "25011", "25F92####", "25G98", "25G99", "25H32", "31A0231", "31A0272", "31A1002", "31A12", "31C51", "31J03", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33D2", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A1", "41A128", "41B3", "44E51", "45E04", "45E22", "45E24", "45F04", "47C1511", "47I34", "51C45", "51F13", "51G6", "51M5", "53C34", "59G14(GOAT)", "59P40(COZIE)", "59X11(EAR OF GOAT)", "59X30(TAIL OF GOAT)", "59X42(FIN OF GOAT)", "59X51(HOOF OF GOAT)", "63A05", "73A244", "81A08", "90C16", "99K4(FLORA AND FAUNA)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 435, "gt_codes": ["25H15", "43C121(+4161)", "46C232"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["31A240", "31A244", "31A249", "11A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A240\", \"31A244\", \"31A249\", \"11A30\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.13411764705882356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["30A12", "30C51", "30C53", "30C56", "30C57", "30W51", "30C53100"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30C51\", \"30C53\", \"30C56\", \"30C57\", \"30W51\", \"30C53100\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DIST)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DIST)\"]}", "finish": "stop"}, {"codes": ["31A235", "31E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.05333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "32C13", "32C32", "32F13", "32G67", "32G89", "32G05", "32G17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"32C13\", \"32C32\", \"32F13\", \"32G67\", \"32G89\", \"32G05\", \"32G17\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.08444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["31E18", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.09842271293375394, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31E18\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["121D26(CARP)", "37B232", "37B248", "37B249"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CARP)\", \"37B232\", \"37B248\", \"37B249\"]}", "finish": "stop"}, {"codes": ["31A235", "23F93", "12D4894", "25H5"], "valid_json": true, "hf1": 0.19124183006535947, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F93\", \"12D4894\", \"25H5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.035097497989732176, "best_hf1": 0.19124183006535947, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11A30", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CARP)", "12D4894", "15B20", "16G97", "23F93", "25H5", "30A12", "30C1511", "30C51", "30C53", "30C53100", "30C56", "30C57", "30F238", "30W51", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A240", "31A244", "31A249", "31D11", "31E12", "31E18", "31E34", "31F2", "31H24", "31H28", "31J03", "31L17", "32A04", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C13", "32C2", "32C26", "32C32", "32F13", "32G05", "32G17", "32G67", "32G89", "32I515", "33B15", "33C30", "34A31", "36A06211", "37B232", "37B248", "37B249", "37J", "37L", "37P33", "39B03(DIST)", "41A128", "41K28", "42C40", "45E04", "45E22", "45G2", "48A181", "48B16", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 436, "gt_codes": ["24C14", "25A13", "25F35(PEACOCK)", "25G3", "25G4(+32)", "31D120", "41B31(+1)", "46C13192", "49D11(XX)", "52BB1", "86(PROLES TUA, MAIA, IUVENTUS)", "86(HIS BONES ARE FULL OF THE SINNES OF HIS YOUTH)"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE DEVIL)", "59G14(GRUNGE ROD)", "59G14(GRUNGE GOBEUIN)", "59D2(GRUNGE LOTTERY)", "59G14(GRUNGE CLASH)", "59G14(GRUNGE TELESCOPE)"], "valid_json": true, "hf1": 0.030752212389380532, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE DEVIL)\", \"59G14(GRUNGE ROD)\", \"59G14(GRUNGE GOBEUIN)\", \"59D2(GRUNGE LOTTERY)\", \"59G14(GRUNGE CLASH)\", \"59G14(GRUNGE TELESCOPE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.10517857142857144, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.0562962962962963, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["74A12", "11H51", "73A34", "90C16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12\", \"11H51\", \"73A34\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.030687830687830688, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D3(DIM)"], "valid_json": true, "hf1": 0.029230769230769234, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D3(DIM)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05A31"], "valid_json": true, "hf1": 0.22964028776978418, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05A31\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "601A118", "601A58"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"601A118\", \"601A58\"]}", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(21stC)", "13A168(EARILY BIRTHE)", "9B165(15THC)", "9B16L(16THC)", "9B173(17thC)", "9B184(18C)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(21stC)\", \"13A168(EARILY BIRTHE)\", \"9B165(15THC)\", \"9B16L(16THC)\", \"9B173(17thC)\", \"9B184(18C)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.02878787878787879, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.09999999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250(FIRE)", "28F92####(LIGHT)", "48C515"], "valid_json": true, "hf1": 0.13411764705882356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250(FIRE)\", \"28F92####(LIGHT)\", \"48C515\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.09873417721518987, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.060630771095699455, "best_hf1": 0.22964028776978418, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A1", "11A218", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H51", "11H743", "12F52(DIGRESSIVE)", "13A168(EARILY BIRTHE)", "15B20", "16G97", "22C3250(FIRE)", "23F9", "25G98", "25G99", "28F92####(LIGHT)", "31A27", "31D11", "31D16", "31J84011", "31J88911", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A8", "33B1", "33C17", "33D1", "33D3(DIM)", "36A1621", "36A26", "48A1", "48B3", "48C1511", "48C515", "51C45", "59D2(GRUNGE LOTTERY)", "59G14(GRUNGE CLASH)", "59G14(GRUNGE DEVIL)", "59G14(GRUNGE FORM)", "59G14(GRUNGE GOBEUIN)", "59G14(GRUNGE ROD)", "59G14(GRUNGE TELESCOPE)", "601A118", "601A58", "72A023", "72A051", "72A433", "73A", "73A244", "73A34", "73F12", "74A12", "90C16", "9B104(19THC)", "9B165(15THC)", "9B16L(16THC)", "9B173(17thC)", "9B184(18C)", "9B284(21stC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 437, "gt_codes": ["24A6", "25H13", "25H2323", "25I5", "31A2762", "31A2764", "31A453(+3)", "83(OVID, Metamorphoses VIII:183-235)", "95A(ICARUS)68"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FICTION)", "59G11(EERIE)", "59C163(CANTILEVER)", "59A164(WAVE)", "23A4241(SUNLIGHT)"], "valid_json": true, "hf1": 0.047975077881619935, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FICTION)\", \"59G11(EERIE)\", \"59C163(CANTILEVER)\", \"59A164(WAVE)\", \"23A4241(SUNLIGHT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.16436229205175598, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.197489539748954, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["74A12A(LOCKS)", "74A20A(FINGERS)", "90C1A(ANIMAL + PEOPLE)", "90C1W(HUMAN SHADOW)", "90H17(AMAZING + TWISTED)", "90H25(PERSONS HORRORS + TERROR)"], "valid_json": true, "hf1": 0.03619047619047619, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A(LOCKS)\", \"74A20A(FINGERS)\", \"90C1A(ANIMAL + PEOPLE)\", \"90C1W(HUMAN SHADOW)\", \"90H17(AMAZING + TWISTED)\", \"90H25(PERSONS HORRORS + TERROR)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", 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"21D32", "22C3250", "23F9", "24A12A(cover-pages),", "24A33A(inside-leaflets),", "24B22A(title-pages),", "25G18", "25G93", "25H4(CONTENTS)", "27A107", "31D11", "31J03", "32E2(c.1860)", "33A10", "33A12", "33B1", "35B1", "35C7", "36A062(A1)", "37J", "37L", "37P", "45E04", "47C1511", "48A181", "48A244", "48A97002", "48B16", "51613", "51C45", "52A9", "591L40", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 440, "gt_codes": ["31A235", "31A2421", "31D15:61BB", "61B(+53)", "61B:31A2212(+1)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\", \"30B116\", \"30B117\", \"30B118\", \"30B119\", \"30B120\", \"30B121\", \"30B122\", \"30B123\", \"30B124\", \"30B125\", \"30B126\", \"30B127\", \"30B128\", \"30B129\", \"30B130\", \"30B131\", \"30B132\", \"30B133\", \"30B134\", \"30B135\", \"30B136\", \"30B137\", \"30B138\", \"30B139\", \"30B140\", \"30B141\", \"30B142\", \"30B143\", \"30B144\", \"30B145\", \"30B146\", \"30B147\", \"30B148\", \"30B149\", \"30B150\", \"30B151\", \"30B152\", \"30B153\", \"30B154\", \"30B155\", \"30B156\", \"30B157\", \"30B158\", \"30B159\", \"30B160\", \"30B161\", \"30B162\", \"30B163\", \"30B164\", \"30B165\", \"30B166\", \"30B167\", \"30B168\", \"30B169\", \"30B170\", \"30B171\", \"30B172\", \"30B173\", \"30B174\", \"30B175\", \"30B176\", \"30B177\", \"30B178\", \"30B179\", \"30B180\", \"30B181\", \"30B182\", \"30B183\", \"30B184\", \"30B185\", \"30B186\", \"30B187\", \"30B188\", \"30B189\", \"30B190\", \"30B191\", \"30B192\", \"30B193\", \"30B194\", \"30B195\", \"30B196\", \"30B197\", \"30B198\", \"30B199\", \"30B200\", \"30B201\", \"30B202\", \"30B203\", \"30B204\", \"30"}, "samples": [{"codes": ["39G14(GROUPED FORM)", "39G24(FROM HEAD)", "39G11(Flesh)", "39G21(Typically With Body)", "39U11(Female)", "39U12(Minimal)", "39U17(Hand-Raised)", "39U23(Clear Personality)"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"39G14(GROUPED FORM)\", \"39G24(FROM HEAD)\", \"39G11(Flesh)\", \"39G21(Typically With Body)\", \"39U11(Female)\", \"39U12(Minimal)\", \"39U17(Hand-Raised)\", \"39U23(Clear Personality)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.13565632458233895, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["30J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.057, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30L009", "30L022"], "valid_json": true, "hf1": 0.1468354430379747, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30L009\", \"30L022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.2713321492007105, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.14546623794212218, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["30A162(AUTO PORTRAIT)(PORTRAIT)", "30A1623(AUTO PORTRAIT)", "30A164(PORTRAIT)"], "valid_json": true, "hf1": 0.14842767295597487, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A162(AUTO PORTRAIT)(PORTRAIT)\", \"30A1623(AUTO PORTRAIT)\", \"30A164(PORTRAIT)\"], \"explanation\": \"The image shows a woman, the artist or subject, as it depicts her face and upper body in formal attire with flowers and a branching utensil on a table \u2014 this symmetrical arrangement with autos refers to a woman\u2019s self-portrait or formal portrait.\"}", "finish": "stop"}, {"codes": ["30A181", "30E14", "32I515", "11A16"], "valid_json": true, "hf1": 0.1298671726755218, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E14\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.33441997063142437, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "5161", "5162", "5172"], "valid_json": true, "hf1": 0.10363636363636365, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"5161\", \"5162\", \"5172\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.059487179487179485, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.16662983425414366, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "31F4", "31F6", "14D8"], "valid_json": true, "hf1": 0.38000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"31F4\", \"31F6\", \"14D8\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12H3250", "12B159", "41D10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12H3250\", \"12B159\", \"41D10\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.31563421828908556, "code_recall": 0.2, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.15855578541830248, "best_hf1": 0.38000000000000006, "mean_code_recall": 0.0125, "distinct_sets": 16, "union_codes": ["11A16", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B159", "12F52(DIGRESSIVE)", "12H3250", "14D8", "15B20", "16G97", "20F9", "305B", "30A12A", "30A12B", "30A162(AUTO PORTRAIT)(PORTRAIT)", "30A1623(AUTO PORTRAIT)", "30A164(PORTRAIT)", "30A181", "30C1511", "30E14", "30J03", "30L009", "30L022", "31A0231", "31A0272", "31A235", "31A28", "31B112", "31E12", "31F2", "31F4", "31F6", "31H24", "31H28", "31L17", "32A1002", "32A107", "32A12", "32A195", "32B107", "32B114", "32B15", "32I515", "34A31", "35B5", "38C30", "39G11(Flesh)", "39G14(GROUPED FORM)", "39G21(Typically With Body)", "39G24(FROM HEAD)", "39U11(Female)", "39U12(Minimal)", "39U17(Hand-Raised)", "39U23(Clear Personality)", "3B104", "3B113", "3B132", "41A128", "41D10", "41K28", "42C40", "44E51", "45E04", "45E22", "45E24", "45F04", "47I34", "48A244", "5161", "5162", "5172", "51C45", "53A", "630E", "631A", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0125, "code_recall@2": 0.025, "code_recall@4": 0.05, "code_recall@8": 0.1, "code_recall@16": 0.2, "union_code_recall": 0.2}, {"index": 441, "gt_codes": ["86(JUDICIUM MEMORATU DIGNUM)", "42B53", "42B4", "11Q01"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412", "31J844"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\", \"31J844\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FEMALE)\", \"24A21A(HEAD)\", \"24A20(FEMALE)\", \"24D810(FEMALE)], \"24D810A(FEMALE]\", \"24D511(MARRIAGE)(PEOPLE]\", \"24F611(WHALE)\", \"24F842BANGS OF MONSTER\", \"24F843BANGS OF MONSTER\", \"24G32(TOP)(FOOT]\", \"24G15(TV)(HEAD]\", \"24G13(DRUMPER)\", \"24J35(EQUIPMENT)\", \"24J40BOWS\", \"24J50(A)DOLLS\", \"24K10(BURIAL)(ROBES)\", \"24M411(WOMEN)(PEARLS)\", \"24M45(EIKONS)\", \"24M531(PIANA)\", \"24M611(HUDSBRIGAS)\", \"24M731(DOG)\", \"24M74(NOURISHING)\", \"24M811(HEROES)\", \"24P421(RABIES)\", \"24P46BANDS OF MONSTER\", \"24P614ZOMBIES\", \"24P881(GUNS)\", \"24P97(BANDS OF MONSTER)\", \"24P98(BANDS OF MONSTER)\", \"24Q32(COACH)\", \"24Q33(DRIVERS)\", \"24Q34(CONDUCTORS)\", \"24Q71(GRASS)\", \"24Q79(PLANT)\", \"24Q82{TREES\", \"24V431BIRD\", \"24W11(TREES)]\", \"24W11(DRUMPER)\", \"24W11(DRUMPER)\", \"24W11(CARPELLU]\", \"24W11(DRUMPER)\", \"24W11(DRUMPER)\", \"24W1a(GRAPHICS)\", \"24W1(BATTERIES)\", \"24W81(DRUMPER)\", \"24W89(ISSUES)\", \"24X17(LAWS)\", \"24X301(PERSONS)(COMPOSITION)\", \"24X313(SALLY)\", \"24X511(Fruit)]\", \"24X511(DRUMPER)\", \"24X53(FURNITURE\", \"24X53)]\", \"24X611(RUNNING)\", \"24X65(JUNGCORNING)\", \"24Y2(SPEECH)\", \"24Y5(Table)\", \"24Y5(MYTHOLOGY\")]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.15862068965517243, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual evidence of the artwork, here are the most relevant Iconclass codes, prioritized by confidence and relevance to the specific subject matter (an archery display scene):\n\n1. **92L39** (Archery. Test/archery; competition)\n2. **92L185** (Archery. Infinite; partridges)\n3. **92L312** (Archery. Double sport of men shooting to hit a mark)\n4. **6A15412** (Nature scene with trees, grass and water)\n5. **6A3179** (Nature. Landscape with trees, houses, hills and clouds)", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine Carle)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine Carle)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L165", "24J24", "14G41"], "valid_json": true, "hf1": 0.05000000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L165\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104(BOAR)", "9B104(MAHOON BOAR)", "91C(ROUND), (THE MAHCOON)", "91C11(FASTING THROUGH HETE)", "91C11(FASTING THROUGH HOTE)", "91C11(FASTING THROUGH HOT)", "91C11(FASTING THROUGH HOTA)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(BOAR)\", \"9B104(MAHOON BOAR)\", \"91C(ROUND), (THE MAHCOON)\", \"91C11(FASTING THROUGH HETE)\", \"91C11(FASTING THROUGH HOTE)\", \"91C11(FASTING THROUGH HOT)\", \"91C11(FASTING THROUGH HOTA)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.04, "code_recall": 0.0, "code_precision": 0.0, 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\"33B1\", \"48A9700\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B32"], "valid_json": true, "hf1": 0.17333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B32\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGERS)", "121D230(MUSICIANS)", "19A####(MUSIC)", "21C149(LANGUAGE)", "21C161(PARAMICS)", "21C1AAA(BAND GROUPING)", "21C1CC4(OPERAS)", "48C515"], "valid_json": true, "hf1": 0.13295454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGERS)\", \"121D230(MUSICIANS)\", \"19A####(MUSIC)\", \"21C149(LANGUAGE)\", \"21C161(PARAMICS)\", \"21C1AAA(BAND GROUPING)\", \"21C1CC4(OPERAS)\", \"48C515\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.15918367346938778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06913816321983339, "best_hf1": 0.1835294117647059, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11A8", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H118", "11H24", "11H28", "11H74", "11H80", "121D2(DIGGERS)", "121D230(MUSICIANS)", "15B14(BANKETS)", "15B20", "16G97", "19A####(MUSIC)", "1B104(19THC)", "1B201(21STC)", "1B216(22STC)", "20A99", "21C149(LANGUAGE)", "21C161(PARAMICS)", "21C1AAA(BAND GROUPING)", "21C1CC4(OPERAS)", "22A107", "23F9", "24A12A(INTERIOR),24W5000", "25C101(ARK 05)", "25C102(ARK 05)", "25C103(ARK 05)", "25C22(BOP)", "2E198", "2E199", "31A1002", "31A12", "31D11", "31D14", "31F12", "31H404", "31H405", "31J83011", "31J88911", "32A19", "32A23", "32B15", "32C2", "32C26", "32C4", "33A17", "33B1", "35B2", "35C7", "36A162(Antoine WatteauGallery hung with paintings)", "36A162(`Antoine Watteau 1684-1721`,`The Grottesque`,1702),", "36A162(`Antoine Watteau`,1702)`The Grottesque`,1702)", "45E23", "45O13(FLOOR)", "46E26", "46E30", "47C1511", "48A1", "48A244", "48A73", "48A9700", "48B32", "48C515", "48D34", "51C45", "52A9", "59G14(GROUP)", "61E11"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 444, "gt_codes": ["41A2", "41A671"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113", "10B114", "10B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\"]}"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68E51637", "68A", "68C42", "68E21101", "68E71", "68E76", "68F", "68F42011", "68F42012", "69K31610", "69J21108"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68E51637\", \"68A\", \"68C42\", \"68E21101\", \"68E71\", \"68E76\", \"68F\", \"68F42011\", \"68F42012\", \"69K31610\", \"69J21108\"]}", "finish": "stop"}, {"codes": ["22A107", "95B(KGANZEN SOORT)", "95B39"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"95B(KGANZEN SOORT)\", \"95B39\"]}", "finish": "stop"}, {"codes": ["44J04", "44E04"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"44J04\", \"44E04\"]}", "finish": "stop"}, {"codes": ["24A12", "24F51", "24L34", "90C16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\", \"24F51\", \"24L34\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H27"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H27\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A98211\", \"37J\", \"37L\", \"37P\"], \"explanation\": 1. **Context \u2013 Austrian art, modern/contemporary art (20th century):** The style of the easel (light wooden construction) and the visible surroundings suggest a studio setting typical of 20th-century European artists.\\n\\n2. **Object \u2013 easel (wooden, studio):** The image shows a light wooden studio easel clearly in the foreground, not a finished artwork itself but part of the artist's materials.\\n\\n3. **Presence of material \u2013 modern/industrial materials, canvas:** The back of the easel is wrapped in what appears to be canvas or a similar textile, which is typical for holding a painting canvas in place.\\n\\n4. **Possible subject \u2013 implied presence of working artists, creative process:** The industrial-looking and utilitarian nature of the easel, along with the visible studio environment, suggests a context of artists at work or preparing canvas, even if portraiture is just implied.\\n\\nDesign rationale \u2013 I chose codes 1\u20134 to cover the explicit subject (the easel-and-canvas system), the implied context (studio/artist\u2019s process), and the broader thematic area (modern art,\"", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["92F023", "92F051", "48A43", "48A441"], "valid_json": true, "hf1": 0.13000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92F023\", \"92F051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.17677053824362607, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "121C3250,121C3390####(OIL PINTURE)", "121B1(DRAWING)", "121B22(OIL PINTURE)", "121G12000(SKETCH BLOCK)", "54G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"121C3250,121C3390####(OIL PINTURE)\", \"121B1(DRAWING)\", \"121B22(OIL PINTURE)\", \"121G12000(SKETCH BLOCK)\", \"54G41\"]}", "finish": "stop"}, {"codes": ["48A2181", "48G315"], "valid_json": true, "hf1": 0.195, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48G315\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04798565864022663, "best_hf1": 0.195, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H24", "11H27", "11H28", "11H743", "121B1(DRAWING)", "121B22(OIL PINTURE)", "121C3250,121C3390####(OIL PINTURE)", "121D2(DRAWING)", "121G12000(SKETCH BLOCK)", "15B20", "16G97", "16I19", "22A107", "24A12", "24F51", "24L34", "25G98", "25G99", "31D11", "33A10", "33A12", "33B1", "41B1", "41B3", "44E04", "44J04", "48A2181", "48A43", "48A441", "48C1511", "48G315", "54G41", "59C21113", "59G14011", "59P40407", "68A", "68C42", "68E21101", "68E51637", "68E71", "68E76", "68F", "68F42011", "68F42012", "69J21108", "69K31610", "73A", "90C16", "92F023", "92F051", "95B(KGANZEN SOORT)", "95B39", "9B104", "9B113"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 445, "gt_codes": ["92C1"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "59G11(BIODATA/ECOLOGY)", "63A13(ARCHA", "63C42", "63C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS)\", \"59G11(BIODATA/ECOLOGY)\", \"63A13(ARCHA\", \"63C42\", \"63C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["24A12A(NUDE FEMALE FIGURE LUCRIA)", "24A90(DANAIDAS)", "24A92(LACHESIS)", "24A94(ATLANTA)", "24A96(REVEALED FEMALE NAKED)", "11K(ALEXANDER)", "11K(ARMY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(NUDE FEMALE FIGURE LUCRIA)\", \"24A90(DANAIDAS)\", \"24A92(LACHESIS)\", \"24A94(ATLANTA)\", \"24A96(REVEALED FEMALE NAKED)\", \"11K(ALEXANDER)\", \"11K(ARMY)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D3(DREAM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D3(DREAM)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(PEACOCK)"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(PEACOCK)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590", "11A02", "11F31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590\", \"11A02\", \"11F31\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.004166666666666667, "best_hf1": 0.06666666666666667, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A02", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11F16", "11F2", "11F31", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H18", "11H413", "11H743", "11K(ALEXANDER)", "11K(ARMY)", "12F52(DIGRESSIVE)", "15B20", "16D04", "16G97", "18A10", "1B104", "1B113", "21D32", "22B1590", "22C3250", "24A12A(NUDE FEMALE FIGURE LUCRIA)", "24A90(DANAIDAS)", "24A92(LACHESIS)", "24A94(ATLANTA)", "24A96(REVEALED FEMALE NAKED)", "25G98", "25G99", "31A1002", "31A12", "31D11", "31D16", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "33A8", "33B1", "33D1", "33D3(DREAM)", "36A1621", "36A26", "44E51", "47C1511", "47I34", "48A1", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48B3", "51F13", "51G6", "51M5", "59G11(BIODATA/ECOLOGY)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "63A13(ARCHA", "63C42", "63C44", "72A023", "72A051", "72A433", "72A438", "73A", "73F12", "99K4(PEACOCK)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 446, "gt_codes": ["11L53", "41A251", "49L5", "49L62", "49MM32"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(Germanic-\u00adEuropean)", "40F97", "59C2111", "59K1516"], "valid_json": true, "hf1": 0.07549019607843137, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adEuropean)\", \"40F97\", \"59C2111\", \"59K1516\"]}", "finish": "stop"}, {"codes": ["2B11", "31E5", "31H117", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2B11\", \"31E5\", \"31H117\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.15294117647058825, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["2B112A", "10D14", "33A10", "33A10", "2B126"], "valid_json": true, "hf1": 0.04, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2B112A\", \"10D14\", \"33A10\", \"33A10\", \"2B126\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H001", "11H068", "11H36", "11H413"], "valid_json": true, "hf1": 0.13237410071942446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H001\", \"11H068\", \"11H36\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.23949947862356624, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B03(DOCTOR)", "39E25(DOCTOR OF THEOLOGY),", "39J01"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B03(DOCTOR)\", \"39E25(DOCTOR OF THEOLOGY),\", \"39J01\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": 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0.13197278911564628, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F5", "11F6", "11H8"], "valid_json": true, "hf1": 0.13257142857142856, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F5\", \"11F6\", \"11H8\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MAGAZINE STRETCHED)", "93A25(LAMPS)", "11A262", "32A22"], "valid_json": true, "hf1": 0.08509652509652509, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MAGAZINE STRETCHED)\", \"93A25(LAMPS)\", \"11A262\", \"32A22\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.09913043478260869, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08524582951971012, "best_hf1": 0.23949947862356624, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A218", "11A262", "11E12", "11E1515", "11E162", "11E167", "11F2", "11F5", "11F6", "11H001", "11H068", "11H118", "11H18", "11H24", "11H28", "11H36", "11H413", "11H743", "11H8", "12D489", "12F52(DIGRESSIVE)", "15B20", "16D01", "18A10", "1B104", "1B113", "1E2", "1E53", "1HB39", "20A45", "20F93", "21D32", "22C32(BACKDROP OR SETTING)", "26C7", "2B11", "2B112A", "2B126", "2E198", "2E199", "31A10", "31A100", "31A102", "31A12", "31A26", "31D11", "31E5", "31H117", "31J03", "32A22", "33A10", "33A17", "33B15", "33C30", "36A16211", "37J", "37L", "37P33", "39A####(MAGAZINE STRETCHED)", "39B03(DOCTOR)", "39E25(DOCTOR OF THEOLOGY),", "39J01", "40F97", "45E04", "45E22", "45G2", "48A28", "48C1511", "48C40", "51F13", "51G6", "51M5", "52A9", "59C2111", "59G14(Germanic-\u00adEuropean)", "59K1516", "72A023", "72A051", "72A433", "72A438", "93A25(LAMPS)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 447, "gt_codes": ["11(+5):61B", "25H"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOP)", "15O13(FLOOR)", "15D34(L", "15D42(WALL)"], "valid_json": true, "hf1": 0.22800000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15D34(L\", \"15D42(WALL)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H404", "31H405"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H404\", \"31H405\"]}", "finish": "stop"}, {"codes": ["30A12A(1500+)", "30A12A(BRUT], (A]", "30A12A(A(FORTWILLE)", "30A12A(ADHESUM)", "30A12A(ACCEPO)", "30A12A(ABO STRASBURGEN)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A(1500+)\", \"30A12A(BRUT], (A]\", \"30A12A(A(FORTWILLE)\", \"30A12A(ADHESUM)\", \"30A12A(ACCEPO)\", \"30A12A(ABO STRASBURGEN)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.25333333333333335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, 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"code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 452, "gt_codes": ["31A24(+1)", "61B(+52)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"106B10\", \"106B11\", \"106B12\", \"106B13\", \"106B14\", \"106B15\", \"106B16\", \"106B17\", \"106B18\", \"106B19\", \"106B20\", \"106B21\", \"106B22\", \"106B23\", \"106B24\", \"106B25\", \"106B26\", \"106B27\", \"106B28\", \"106B29\", \"106B30\", \"106B31\", \"106B32\", \"106B33\", \"106B34\", \"106B35\", \"106B36\", \"106B37\", \"106B38\", \"106B39\", \"106B40\", \"106B41\", \"106B42\", \"106B43\", \"106B44\", \"106B45\", \"106B46\", \"106B47\", \"106B48\", \"106B49\", \"106B50\", \"106B51\", \"106B52\", \"106B53\", \"106B54\", \"106B55\", \"106B56\", \"106B57\", \"106B58\", \"106B59\", \"106B60\", \"106B61\", \"106B62\", \"106B63\", \"106B64\", \"106B65\", \"106B66\", \"106B67\", \"106B68\", \"106B69\", \"106B70\", \"106B71\", \"106B72\", \"106B73\", \"106B74\", \"106B75\", \"106B76\", \"106B77\", \"106B78\", \"106B79\", \"106B80\", \"106B81\", \"106B82\", \"106B83\", \"106B84\", \"106B85\", \"106B86\", \"106B87\", \"106B88\", \"106B89\", \"106B90\", \"106B91\", \"106B92\", \"106B93\", \"106B94\", \"106B95\", \"106B96\", \"106B97\", \"106B98\", \"106B99\", \"106BA0\", \"106BA1\", \"106BA2\", \"106BA3\", \"106BA4\", \"106BA5\","}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "60B51637", "60A", "60C42", "60C44"], "valid_json": true, "hf1": 0.1250980392156863, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"60B51637\", \"60A\", \"60C42\", \"60C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.07933884297520662, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["11J01", "11J04", "11J22", "11J24", "11J2406", "11J25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J01\", \"11J04\", \"11J22\", \"11J24\", \"11J2406\", \"11J25\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74L009"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74L009\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H001", "11H068", "11H96", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H001\", \"11H068\", \"11H96\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5c0a\u4eba\u7269\u8096\u50cf\u534a\u8eab\u94dc\u50cf\uff0c\u5177\u4f53\u7279\u5f81\u5982\u4e0b\uff1a\\n- **\u4e3b\u9898**\uff1a\u63cf\u7ed8\u7684\u662f\u4e00\u4e2a\u6709\u80e1\u987b\u7684\u4eba\u7684\u5934\u90e8\u548c\u80a9\u90e8\uff0c\u662f\u4e00\u4e2a\u6807\u51c6\u7684\u8096\u50cf\u534a\u8eab\u50cf\uff08Bust\uff09\u3002\\n- **\u6750\u8d28\u4e0e\u6280\u6cd5**\uff1a\u96d5\u5851\u7684\u8d28\u611f\u539a\u91cd\uff0c\u7ec6\u8282\u5904\u7406\u8868\u73b0\u51fa\u786c\u8d28\u6750\u6599\u7684\u7279\u6027\uff0c\u975e\u5e38\u63a5\u8fd1\u9752\u94dc\uff08Bronze\uff09\u7684\u8d28\u611f\u548c\u8868\u73b0\u624b\u6cd5\u3002\\n- **\u529f\u80fd\u5206\u7c7b**\uff1a\u8fd9\u662f\u4e00\u4e2a\u827a\u672f\u54c1\uff0c\u5c5e\u4e8e\u96d5\u5851\u827a\u672f\uff08Sculpture\uff09\u4e2d\u7684\u4e00\u4e2a\u7279\u5b9a\u7c7b\u522b\u3002\u5728Iconclass\u5206\u7c7b\u4f53\u7cfb\u4e2d\uff0c\u8be5\u5f62\u8c61\u7b26\u5408\u4eba\u7269\u8096\u50cf\u534a\u8eab\u50cf\uff08Portrait of a bust\uff09\u7684\u5b9a\u4e49\u3002\", \"categories\": [\" sculpture\", \"portraiture\"], \"confidence_percentage\": 95}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["10.9A193", "10.9C194", "10.9E196", "10.9O192", "10.9T192"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10.9A193\", \"10.9C194\", \"10.9E196\", \"10.9O192\", \"10.9T192\"]}", "finish": "stop"}, {"codes": ["10720", "31D112", "35B5", "38L301", "38A8", "38A9"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D112\", \"35B5\", \"38L301\", \"38A8\", \"38A9\"]}", "finish": "stop"}, {"codes": ["11.18S0S000", "50.17F0F000", "50.17N0N000", "50.17S0S000"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11.18S0S000\", \"50.17F0F000\", \"50.17N0N000\", \"50.17S0S000\"]}", "finish": "stop"}, {"codes": ["121D263", "33D2", "250E1101"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D263\", \"33D2\", \"250E1101\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C589"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C589\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.029086828946454618, "best_hf1": 0.12666666666666668, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10.9A193", "10.9C194", "10.9E196", "10.9O192", "10.9T192", "10720", "11.18S0S000", "11A218", "11H(FRANCIS)", "11H001", "11H068", "11H118", "11H24", "11H28", "11H413", "11H743", "11H96", "11J01", "11J04", "11J22", "11J24", "11J2406", "11J25", "121D263", "12C589", "16D04", "18A10", "1B104", "1B113", "20F93", "250E1101", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "28D32", "31D112", "32A107", "32B107", "32B114", "32B128", "32B15", "33A10", "33A12", "33D2", "35B5", "38A8", "38A9", "38L301", "48C1511", "50.17F0F000", "50.17N0N000", "50.17S0S000", "51F13", "59C21113", "59G14011", "59P40407", "60A", "60B51637", "60C42", "60C44", "72A023", "72A051", "72A433", "72A438", "74A12A", "74A12B", "74L009"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 453, "gt_codes": ["31D112", "31D15", "31D16", "41B4", "9"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BODY LENDING)", "19C2111(BIODATA/CONTINUATION)", "31D33(SUBTITLE)"], "valid_json": true, "hf1": 0.2107142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BODY LENDING)\", \"19C2111(BIODATA/CONTINUATION)\", \"31D33(SUBTITLE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.15000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["11J04011(SANITA)(SILEN)(VIRGIN)(ADORATION)(MASS)", "11J04013(SANITA)(SILEN)(VIRGIN)(ADORATION)(MASS)", "11G04011(ADORATION OF CHRIST'S CHILDREN)", "11C04011(CHARITY)(CHURCH)", "11C04016(CHURCH)", "38L06"], "valid_json": true, "hf1": 0.051982378854625554, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J04011(SANITA)(SILEN)(VIRGIN)(ADORATION)(MASS)\", \"11J04013(SANITA)(SILEN)(VIRGIN)(ADORATION)(MASS)\", \"11G04011(ADORATION OF CHRIST'S CHILDREN)\", \"11C04011(CHARITY)(CHURCH)\", \"11C04016(CHURCH)\", \"38L06\"]}", "finish": "stop"}, {"codes": ["24A12A(TEMPER A)", "24A33A(TEMPER GOM], (A)", "24A36A(TEMPERWASHWTED HOLOGRAPEM", "25F03", "25F09", "25F10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPER A)\", \"24A33A(TEMPER GOM], (A)\", \"24A36A(TEMPERWASHWTED HOLOGRAPEM\", \"25F03\", \"25F09\", \"25F10\"], \"iconclass-sub-codes\": \"14.11707, 14.24231\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.14702875399361023, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92002314", "11500244", "11500418", "111630", "115110"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92002314\", \"11500244\", \"11500418\", \"111630\", \"115110\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["11G97", "11G99", "31A43", "31B15", "31B24", "31B27"], "valid_json": true, "hf1": 0.2503978779840849, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"11G99\", \"31A43\", \"31B15\", \"31B24\", \"31B27\"]}", "finish": "stop"}, {"codes": ["21G8", "48A98209"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"iconclass-codes\": [\"20C33\", \"21G8\"], \"iconclass-codes\": [\"21G8\", \"48A98209\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["25A2400", "25A2700", "281A1", "299C6", "37B1090", "47G4", "121D2", "121C3250"], "valid_json": true, "hf1": 0.07405672009864366, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"121C3250,121C3390####(OIL PASTEL)\", \"129B1(DRAWING)\", \"111C22(SHIRT)\", \"111D5(DRESS)\", \"111D738(OVERDRESS)\", \"152N04####(HANDKERCHIEF)\", \"152E6(22)\"](BASSIN)\", \"152G24(24)\"](CONIC), \"152G(26)\"](OXHOAF)\", \"152M2500,152M2510####(ENVISION)\", \"152N3(DRAWING)\", \"152N6(DRAWING)\", \"158A137\", \"158A137\", \"158A137\", \"167D800(22)\"](CONIC), \"170D1(24)\", \"173F1090,173F173F1970\", \"178E13(22)\"](CIRCLE), \"227E121\", \"231C43(DRAWING)\", \"25A2400,25A2700\", \"281A1(22)\"](CONIC)\", \"299C6(DRAWING)\", \"37B1090####(DOORWAY)\", \"38A20(DRAWING)\", \"39E19(DRAWING)\", \"47G4(22)\"], \"json_output_format\": {\"iconclass-codes\": [\"25A2400\", \"25A2700\", \"281A1\", \"299C6\", \"37B1090\", \"47G4\", \"121D2\", \"121C3250\"]}, \"iconclass_classification\": {\"25A2400\": \"Woman with baby\", \"25A2700\": \"Woman with child\", \"281A1\": \"Woman with face\", \"299C6\": \"Woman with face\", \"37B1090\": \"Doorway\", \"47G4\": \"Hands\", \"121D2\": \"Drawing\", \"121C3250\": \"Oil pastel\"}, \"artifact_type\": \"Drawing/painting on paper, oil pastel\", \"artist\": \"Unknown\", \"subject\": \"Figure with baby, figures in archway\", \"technique\": \"Drawing, oil pastel\", \"era\": \"Irrelevant\"}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C489", "12C4901", "21A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C489\", \"12C4901\", \"21A17\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07548730623513332, "best_hf1": 0.2503978779840849, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "111630", "11500244", "11500418", "115110", "11A1", "11A218", "11C04011(CHARITY)(CHURCH)", "11C04016(CHURCH)", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11G04011(ADORATION OF CHRIST'S CHILDREN)", "11G97", "11G99", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "11J04011(SANITA)(SILEN)(VIRGIN)(ADORATION)(MASS)", "11J04013(SANITA)(SILEN)(VIRGIN)(ADORATION)(MASS)", "121C3250", "121D2", "12C489", "12C4901", "15B14(BODY LENDING)", "19C2111(BIODATA/CONTINUATION)", "1B104", "1B113", "20F93", "21A17", "21G8", "24A12A(TEMPER A)", "24A33A(TEMPER GOM], (A)", "24A36A(TEMPERWASHWTED HOLOGRAPEM", "25A2400", "25A2700", "25F03", "25F09", "25F10", "281A1", "28D32", "299C6", "2E198", "2E199", "31A43", "31B15", "31B24", "31B27", "31D33(SUBTITLE)", "32A1002", "32A107", "32A12", "32B107", "32B114", "32B128", "32B15", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B1090", "38L06", "47C1511", "47G4", "48A125", "48A98209", "51F13", "51G6", "51M5", "59G14(GROUP)", "92002314"], "truncated": 0, "c_hf1_80": 0, 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"code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"99O14(GRUNGE FORM)\", \"99O14(GRUNGE FORM)\", \"99O14(GRUNGE FORM)\", \"99O14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["24A12A(ARMY),24A12A(ARMY),24A12A(ARMY),24A12A(ARMY)", "24A14", "25F03", "25F09"], "valid_json": true, "hf1": 0.12609271523178808, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ARMY),24A12A(ARMY),24A12A(ARMY),24A12A(ARMY)\", \"24A14\", \"25F03\", \"25F09\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine Carlevaris)a", "36A162(Antoine Carlevaris)b", "36A162(Antoine Carlevaris)c", "36A162(Antoine Carlevaris)d"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine Carlevaris)a\", \"36A162(Antoine Carlevaris)b\", \"36A162(Antoine Carlevaris)c\", \"36A162(Antoine Carlevaris)d\"]}", "finish": "stop"}, {"codes": ["25G9818", "99J491"], "valid_json": true, "hf1": 0.16285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"99J491\"]}", "finish": "stop"}, {"codes": ["92L42", "30B165", "24D24", "13G41"], "valid_json": true, "hf1": 0.044444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30B165\", \"24D24\", \"13G41\"]}", "finish": "stop"}, {"codes": ["9B104(19THCENTILITY)", "9B104(20THC1ENTURY)", "9B104(18THC1ENTURY)", "9B104(17THC1ENTURY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THCENTILITY)\", \"9B104(20THC1ENTURY)\", \"9B104(18THC1ENTURY)\", \"9B104(17THC1ENTURY)\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.054804270462633455, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, 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"pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 455, "gt_codes": ["25G3", "31A235", "46A7"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["591L4(GROUP)", "15B14(BANK MATTER)", "19C211(EAR)", "6K151(TYPE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"591L4(GROUP)\", \"15B14(BANK MATTER)\", \"19C211(EAR)\", \"6K151(TYPE)\"], \"iconclass-description\": [\"A group of people\", \"A bank matter, advertisement or product-cover\", \"An ear\", \"Printed text (not necessarily on a medium like paper)\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "523A"], "valid_json": true, "hf1": 0.13411764705882356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"523A\"]}", "finish": "stop"}, {"codes": ["32J0301", "32J0302", "32J0312"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32J0301\", \"32J0302\", \"32J0312\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ADVERTISEMENTS)\", \"24A33A(ADVERTISEMENTS: PRINTING OF BOOKS, LETTERS, PAMPHLETS, ALIBIS, POSTERS, POP-UP PAVERS)\", \"24B239(ANNUAL ALERT, TRAVEL ALERT, WARNING)\", \"24B334(PROMOTIONAL TEXT)]\"}", "finish": "stop"}, {"codes": ["1.11(INK)", "1.27(PRINT)", "1.80(HANDDRAWN)", "1.61(ABRANGE)", "1.97(FREELANCE)", "1.60(POPULAR PRESS)", "1.57(EMAIL)", "1.37(ADVERTISING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1.11(INK)\", \"1.27(PRINT)\", \"1.80(HANDDRAWN)\", \"1.61(ABRANGE)\", \"1.97(FREELANCE)\", \"1.60(POPULAR PRESS)\", \"1.57(EMAIL)\", \"1.37(ADVERTISING)\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": 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[\"25G9818\", \"49J491\"]}", "finish": "stop"}, {"codes": ["92L42", "30J115", "24J24", "14G41"], "valid_json": true, "hf1": 0.11142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30J115\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["1B104(POSTER)", "1B104(FERTILIZATION RADIO)", "1B104(FERTILIZATION PLANTS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(POSTER)\", \"1B104(FERTILIZATION RADIO)\", \"1B104(FERTILIZATION PLANTS)\"]}", "finish": "stop"}, {"codes": ["16.9.1932", "16.9.1934", "14E51", "99K", "99B"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.9.1932\", \"16.9.1934\", \"14E51\", \"99K\", \"99B\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.13411764705882356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "418A", "51B32"], "valid_json": true, "hf1": 0.12000000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"418A\", \"51B32\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITAL)", "37K232", "37K248"], "valid_json": true, "hf1": 0.08888888888888888, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL)\", \"37K232\", \"37K248\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "41F244"], "valid_json": true, "hf1": 0.11142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"41F244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08557041406306114, "best_hf1": 0.30400000000000005, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["1.11(INK)", "1.27(PRINT)", "1.37(ADVERTISING)", "1.57(EMAIL)", "1.60(POPULAR PRESS)", "1.61(ABRANGE)", "1.80(HANDDRAWN)", "1.97(FREELANCE)", "11A218", "11E12", "11E18", "11F2", "11H(FRANCIS)", "12F52(DIGITAL)", "14E51", "14G41", "15B14(BANK MATTER)", "15B20", "16.9.1932", "16.9.1934", "18B16", "19C211(EAR)", "1B104(FERTILIZATION PLANTS)", "1B104(FERTILIZATION RADIO)", "1B104(POSTER)", "23F9", "24J24", "25A1", "25G9818", "27A107", "30J115", "31D11", "32J0301", "32J0302", "32J0312", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "35B2", "35C7", "36A0621", "36D0", "36D26", "36D80", "36D95", "36F02", "36G20", "36G56", "36H11", "37K232", "37K248", "418A", "41F244", "47C1511", "49J491", "51B32", "51C45", "523A", "591L4(GROUP)", "6K151(TYPE)", "73A", "92L42", "99B", "99K"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 456, "gt_codes": ["11P3151", "25I2"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(HOLLOW FORM)", "59G111(BIODATA/ECOLOGY)", "63B13(ARCHAEOLOGICAL DIG)", "25A12"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(HOLLOW FORM)\", \"59G111(BIODATA/ECOLOGY)\", \"63B13(ARCHAEOLOGICAL DIG)\", \"25A12\"], \"note\": \"Tags '123456' reflect broad categories; specific codes like '59G14' are high-confidence matches for the style.\"}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["32J8401", "32J8402", "32J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 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\"33A17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u98ce\u666f\u753b\uff0c\u5c55\u793a\u4e86\u4e61\u6751\u7684\u666f\u8272\u3002\u753b\u9762\u5305\u62ec\u8d77\u4f0f\u7684\u5c71\u4e18\u3001\u6751\u5e84\u548c\u6811\u6728\u3002\u6839\u636e Iconclass\uff0c\u8fd9\u7c7b\u56fe\u50cf\u53ef\u4ee5\u4f7f\u7528\u4e0e\u4e61\u6751\u666f\u89c2\u3001\u5c71\u5730\u98ce\u666f\u548c\u519c\u820d\u76f8\u5173\u7684\u6807\u7b7e\u8fdb\u884c\u5206\u7c7b\u3002\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], 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"code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.22352941176470587, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(COURT)", "121D270,121B159,####,121D26,121D270,####,121D26,121D27,#,121D26,121D27,####,121D260,####,121D26", 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"{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOPANIUS)\", \"68B51(TABLE)\"], \"best_match\": \"15B14\", \"reasoning\": \"The image depicts a classical 'Group of men at a banquet' scene seated outdoors on a slope, around a low table with food and objects.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B220", "212M63"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A26A(FEMALE)", "29B33A(LOOSE)", "32C0(FEMALE)", "34D8(FEMALE)"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A26A(FEMALE)\", \"29B33A(LOOSE)\", \"32C0(FEMALE)\", \"34D8(FEMALE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31C7"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31C7\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["92L42", "30L165", "24J24", "14G41"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L165\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(PLANTAR FRICTION)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(PLANTAR FRICTION)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGING)", "12H32(BUCKETS OR SPOTS)", "19A####(MUG)", "21C149(LITTLE CHILD)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGING)\", \"12H32(BUCKETS OR SPOTS)\", \"19A####(MUG)\", \"21C149(LITTLE CHILD)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07249404761904762, "best_hf1": 0.19000000000000003, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12D48", "12F52(DIGGING)", "12H32(BUCKETS OR SPOTS)", "14G41", "15B14(BANKETS)", "15B20", "16G97", "19A####(MUG)", "19B220", "20F93", "212M63", "21C149(LITTLE CHILD)", "24A12A(LOCKS)", "24A26A(FEMALE)", "24J24", "25C22(BOPANIUS)", "25G98", "25G99", "29B33A(LOOSE)", "30L165", "31A10", "31A100", "31A102", "31A12", "31A26", "31C7", "31D11", "31D16", "31J83", "32A107", "32A19", "32B107", "32B114", "32B15", "32C0(FEMALE)", "33A17", "33B1", "34D8(FEMALE)", "36A1621", "36D1", "36D2", "36D3", "36D6", "41B1", "41B3", "45E84", "47C1511", "59G14(GROUP)", "68B51(TABLE)", "73A", "92L42", "9B104", "9B113", "9B113(PLANTAR FRICTION)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 458, "gt_codes": ["31A2421", "31D15:61BB", "61B(+52)", "61B:31A2212(+1)"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21641\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.11875000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["30J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.24247619047619046, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.13000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.12932642487046633, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["30A181", "30E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.2967955801104973, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "49K4", "49H6"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"49K4\", \"49H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L301", "38A8", "38A9"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L301\", \"38A8\", \"38A9\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11122414316845308, "best_hf1": 0.2967955801104973, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DRAWING)", "15B20", "16G97", "1B104", "1B113", "20F9", "21D32", "305B", "30A12A", "30A12B", "30A12C", "30A181", "30B3", "30B4", "30B5", "30C1511", "30E34", "30J03", "31A0231", "31A0272", "31A235", "31B112", "31H24", "31H28", "31L17", "32A1002", "32A107", "32A12", "32A195", "32B107", "32B114", "32B15", "32I515", "34A31", "35B5", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B232", "37B248", "38A8", "38A9", "38L301", "41A128", "41B1", "41B3", "44E51", "45E04", "45E22", "45E246", "45E406", "45E512", "47I34", "48A244", "49H6", "49K4", "51C45", "51F13", "53A", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 459, "gt_codes": ["86(DRACHMAM INUENIT)"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "59G11(BIODATA/ECOLOGY)", "63A13(ARCHA", "63C42", "63C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS)\", \"59G11(BIODATA/ECOLOGY)\", \"63A13(ARCHA\", \"63C42\", \"63C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "79V22", "4F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"79V22\", \"4F12\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74L009"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74L009\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(Angel)", "77A(Deities)", "77F(Euro)", "77S(South-East)", "77A2(Emerald)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Angel)\", \"77A(Deities)\", \"77F(Euro)\", \"77S(South-East)\", \"77A2(Emerald)\"], \"explanation\": \"The image shows an angel, fitting both main categories. The location is Southeast Europe, indicated by the classical style that is common in that region. Specific deity identification requires metadata, so general categories are favored.\", \"confidence\": \"4\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["42C140", "15E724", "43D14601"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"42C140\", \"15E724\", \"43D14601\"]}\n```", "finish": "stop"}, {"codes": ["4B104", "4B113", "4B132", "4B114(CHRIST THE FLORETT BOTTLE)", "4B115(CHRIST BEHEADING THE CASE)", "4L13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104\", \"4B113\", \"4B132\", \"4B114(CHRIST THE FLORETT BOTTLE)\", \"4B115(CHRIST BEHEADING THE CASE)\", \"4L13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"book\": [\"31L30\"]}{\n\t\t\t\t\"key\": \"31C400\",\n\t\t\t\t\"val\": [\"48A98201\"]\n\t\t\t},\n\t\t\t\"print\": [{\n\t\t\t\t\"key\": \"31A10\",\n\t\t\t\t\"val\": \"31A10\"\n\t\t\t}],\n\t\t\t\"int\": [{\n\t\t\t\t\"key\": \"73A (VIRGIN)\",\n\t\t\t\t\"val\": \"48A2124\"\n\t\t\t}]\n\t\t}\n\t},\n\t{\"key\": \"48A9841 (INFERNO)\",\n\t\"val\": \"48A9841\"}\n},\n\t{{\"51A\", \"->\": \"fig\"},\n\t{\"110220100\", \"51 ->\": \"CH\"}\n}\n```\n\n\n```json\n[\n\t{\n\t\t\"key\": \"31A10\",\n\t\t\"val\": \"31A10\"\n\t},\n\t{\n\t\t\"key\": \"51A\",\n\t\t\"val\": \"51A\"\n\t},\n\t{\n\t\t\"key\": \"110220100\",\n\t\t\"val\": \"51 -> CH\"\n\t}\n]\n```", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "116A23", "25B25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"116A23\",\n \"25B25\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["116A23", "11A1", "11E12", "11E1515", "11E1615", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H18", "11H24", "11H28", "11H413", "11H743", "15E724", "16G97", "20C33", "21L103", "25B25", "25G98", "25G99", "31A1002", "31A12", "31D16", "31J84", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "33D2", "36A162(Angel)", "42C140", "43D14601", "45E84", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48C1511", "4B104", "4B113", "4B114(CHRIST THE FLORETT BOTTLE)", "4B115(CHRIST BEHEADING THE CASE)", "4B132", "4F12", "4L13", "51B101", "54A110", "59B105", "59G11(BIODATA/ECOLOGY)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "63A13(ARCHA", "63C42", "63C44", "74A12A", "74A12B", "74L009", "77A(Deities)", "77A2(Emerald)", "77F(Euro)", "77S(South-East)", "79V22"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 460, "gt_codes": ["25H213", "25I12", "46C21"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM A FARM)", "59G13(LANDSCAPE WITH BUILDING)", "59F34(LAKE NATURE SCENE)", "59C237(MOUNTAIN)", "143A18(LOWER CHARACTER)", "143A30(HANDED OBJECT OR IMPORTANCE)", "116F13(ASCII CHARACTER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM A FARM)\", \"59G13(LANDSCAPE WITH BUILDING)\", \"59F34(LAKE NATURE SCENE)\", \"59C237(MOUNTAIN)\", \"143A18(LOWER CHARACTER)\", \"143A30(HANDED OBJECT OR IMPORTANCE)\", \"116F13(ASCII CHARACTER)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V22", "89V246"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V22\", \"89V246\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WRECKING GEAR], (24A12A)BOAT (24WRECKED HOLOGRAH], (24A12A)BOW FISH]\", (24A12A)ARRIFTORETTA\", (24A12A)STOCKING BOATLY\", \"42B193\", \"42B19A\", \"114D2A\", \"124T24\", \"128G12\", \"16V11\", \"172V3\", \"33B5\", \"43C1\", \"43H117\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u98ce\u666f\u753b\uff0c\u5c55\u793a\u4e86\u81ea\u7136\u73af\u5883\u4e2d\u7684\u6cb3\u6d41\u548c\u5c71\u8109\u573a\u666f\u3002\u753b\u9762\u4e2d\u5305\u542b\u4e86\u4e30\u5bcc\u7684\u81ea\u7136\u5143\u7d20\uff0c\u5982\u6cb3\u6d41\u3001\u5c71\u8109\u3001\u8239\u53ea\u548c\u5e06\u8239\u7b49\uff0c\u8425\u9020\u51fa\u5b81\u9759\u548c\u8c10\u7684\u6c1b\u56f4\u3002\u5177\u4f53\u63cf\u8ff0\u5982\u4e0b\uff1a\\n\\n1. **\u666f\u89c2\u7c7b\u578b**\uff1a\\n - \u8fd9\u662f\u4e00\u5e45\u98ce\u666f\u753b\uff0c\u4e3b\u8981\u5c55\u73b0\u4e86\u6cb3\u6d41\u548c\u5c71\u8109\u7684\u81ea\u7136\u666f\u89c2\u3002\\n - \u753b\u9762\u4e2d\u7684\u6cb3\u6d41\u5360\u636e\u4e86\u4e2d\u95f4\u90e8\u5206\uff0c\u4e24\u5cb8\u662f\u9ad8\u8038\u7684\u5c71\u8109\u3002 \\n - \u6cb3\u6d41\u873f\u8712\u7a7f\u8fc7\u5c71\u8109\u4e4b\u95f4\uff0c\u5f62\u6210\u4e86\u7f8e\u4e3d\u7684\u5c71\u8c37\u666f\u89c2\u3002\\n\\n2. **\u81ea\u7136\u5143\u7d20**\uff1a\\n - **\u6cb3\u6d41**\uff1a\u753b\u9762\u4e2d\u592e\u662f\u4e00\u6761\u5bbd\u9614\u7684\u6cb3\u6d41\uff0c\u6c34\u6d41\u5e73\u7a33\uff0c\u53cd\u5c04\u7740\u5929\u7a7a\u7684\u5149\u7ebf\u3002\\n - **\u5c71\u8109**\uff1a\u4e24\u4fa7\u7684 mountains \u9ad8\u8038\u5165\u4e91\uff0c\u5c71\u4f53\u4e0a\u8986\u76d6\u7740\u5ca9\u77f3\u548c\u690d\u88ab\uff0c\u663e\u793a\u51fa\u9669\u5cfb\u7684\u5730\u5f62\u3002\\n - **\u6811\u6728\u548c\u690d\u88ab**\uff1a\u867d\u7136\u4e3b\u8981\u662f\u5ca9\u77f3\u5730\u8c8c\uff0c\u4f46\u4f9d\u7136\u80fd\u611f\u53d7\u5230\u81ea\u7136\u690d\u88ab\u7684\u5b58\u5728\uff0c\u589e\u52a0\u4e86\u753b\u9762\u7684\u5c42\u6b21\u611f\u3002\\n\\n3. **\u4eba\u9020\u7269\u4f53**\uff1a\\n - **\u8239\u53ea\u548c\u5e06\u8239**\uff1a\u6cb3\u9762\u4e0a\u6709\u591a\u8258\u8239\u53ea\uff0c\u5305\u62ec\u8f83\u5927\u7684\u5e06\u8239\u548c\u5176\u4ed6\u5c0f\u578b\u8239\u96bb\uff0c\u663e\u793a\u51fa\u4eba\u7c7b\u6d3b\u52a8\u4e0e\u81ea\u7136\u73af\u5883\u7684\u548c\u8c10\u5171\u5b58\u3002\\n - **\u6865\u6881\u6216\u6e21\u8239**\uff1a\u6865\u6881\u6216\u6e21\u8239\u53ef\u80fd\u8fde\u63a5\u4e24\u5cb8\uff0c\u4e3a\u8239\u53ea\u63d0\u4f9b\u505c\u9760\u6216\u8fc7\u6cb3\u7684\u529f\u80fd\u3002\\n\\n4. **\u6784\u56fe\u548c\u6c1b\u56f4**\uff1a\\n - **\u5f00\u9614\u7684\u7a7a\u95f4**\uff1a\u753b\u9762\u91c7\u7528\u4e86\u6a2a\u5411\u6784\u56fe\uff0c\u7a81\u51fa\u4e86\u6cb3\u6d41\u7684\u5ef6\u4f38\u611f\u548c\u5c71\u8109\u7684\u5b8f\u4f1f\u3002\\n - **\u5b81\u9759\u7684\u6c1b\u56f4**\uff1a\u6574\u4f53\u8272\u8c03\u67d4\u548c\uff0c\u7ec6\u8282\u4e30\u5bcc\uff0c\u8425\u9020\u51fa\u4e00\u79cd\u5b81\u9759\u7965\u548c\u7684\u6c1b\u56f4\u3002\\n\\n5. **\u6280\u6cd5\u7279\u70b9**\uff1a\\n - **\u7ec6\u817b\u7684\u7ebf\u6761\u548c\u9634\u5f71**\uff1a\u56fe\u50cf\u7814\u7a76\u4f7f\u7528\u4e86\u7cbe\u7ec6\u7684\u7ebf\u6761\u63cf\u7ed8\u5c71\u8109\u7684\u7eb9\u7406\u548c\u6cb3\u6d41\u7684\u6ce2\u7eb9\uff0c\u589e\u5f3a\u4e86\u753b\u9762\u7684\u7acb\u4f53\u611f\u548c\u5c42\u6b21\u611f\u3002\\n - **\u5149\u5f71\u6548\u679c**\uff1a\u901a\u8fc7\u660e\u6697\u5bf9\u6bd4\uff0c\u7a81\u51fa\u4e86\u81ea\u7136\u666f\u89c2\u4e2d\u7684\u5149\u5f71\u53d8\u5316\u548c\u7269\u4f53\u8f6e\u5ed3\u3002\\n\\n\u7efc\u5408\u4ee5\u4e0a\u5206\u6790\uff0c\u8fd9\u5e45\u56fe\u50cf\u5c5e\u4e8e\u98ce\u666f\u753b\u7c7b\u522b\uff0c\u5177\u4f53\u4e3a\u81ea\u7136\u666f\u89c2\u4e2d\u7684\u6cb3\u6d41\u548c\u5c71\u8109\u573a\u666f\uff0c\u540c\u65f6\u7ed3\u5408\u8239\u53ea\u548c\u6865\u6881\u7b49\u5143\u7d20\uff0c\u4f53\u73b0\u4e86\u81ea\u7136\u4e0e\u4eba\u7c7b\u6d3b\u52a8\u7684\u548c\u8c10\u7edf\u4e00\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.08813559322033898, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.04222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.053061224489795916, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(COURIER)", "121D27(ISSUE)", "121D28(POSTAL)", "121D29(Letters)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURIER)\", \"121D27(ISSUE)\", \"121D28(POSTAL)\", \"121D29(Letters)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "43A244"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"43A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03452229805438038, "best_hf1": 0.12666666666666668, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["116F13(ASCII CHARACTER)", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(COURIER)", "121D27(ISSUE)", "121D28(POSTAL)", "121D29(Letters)", "143A18(LOWER CHARACTER)", "143A30(HANDED OBJECT OR IMPORTANCE)", "15B20", "16G97", "1B104", "1B113", "23F9", "26C7", "28D32", "2E198", "2E199", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A12", "31A26", "31D11", "31D16", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33B1", "34A31", "41A128", "41B1", "41B3", "43A244", "45E04", "47C1511", "51C45", "51F13", "51G6", "51M5", "59C237(MOUNTAIN)", "59F34(LAKE NATURE SCENE)", "59G13(LANDSCAPE WITH BUILDING)", "59G14(GRUNGE FORM)", "59G24(FROM A FARM)", "630E", "631A", "73A", "89V22", "89V246"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 461, "gt_codes": ["48C8421"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", 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0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 463, "gt_codes": ["49L171", "49M413", "49M3", "49L12(E)", "49L12(S)"], "greedy": {"codes": ["10B11", "10B111", "10B112", "10B113", "10B114", "10B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\"]}"}, "samples": [{"codes": ["59114(GRUNGE FORM)", "59104(FREE STYLE DEVIANCISM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE FORM)\", \"59104(FREE STYLE DEVIANCISM)\"]}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "22B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"22B128\"]}", "finish": "stop"}, {"codes": ["11J03", "11E04", "19B22", "22G2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03\", \"11E04\", \"19B22\", \"22G2\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LETTER TEXT)\", \"24A33A(LETTER WITH E], \"24A33A(LETTER WITH M FORW], \"4D810(FULL)], \"5303(FULL BLOCK FILL]\", \"5305(FULL BLOCK DECORATION]\", \"13C014(FULL ETC]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["25H062(A)", "25H066"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(A)\", \"25H066\"]}$", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["14G97", "14I19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"14G97\", \"14I19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C325(I,II)\", \"22C42####(O)}}\"}\n", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C4\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.00475, "best_hf1": 0.076, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["11A218", "11E04", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H24", "11H28", "11H743", "11J03", "13A3", "14G97", "14I19", "15B20", "19B22", "1B104", "1B113", "21D32", "22A107", "22B107", "22B114", "22B128", "22B15", "22G2", "23F9", "25G98", "25G99", "25H062(A)", "25H066", "31D11", "33A10", "33A12", "33B1", "48C1511", "51613", "51C4", "59104(FREE STYLE DEVIANCISM)", "59114(GRUNGE FORM)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 464, "gt_codes": ["44B1"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(Germanic-\u00adNorman\u00e8)", "49I22(Military warriors)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adNorman\u00e8)\", \"49I22(Military warriors)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["24A12A(ARMY)", "24A13A(ARMY)", "24A14A(ARMY)", "24A15A(ARMY)", "24A17A(GUNSHOT)", "24A29A(SOCCER)", "24A31A(BOARD STRIKER)", "24A39A(SLYDING)", "24G39(ARMY)", "24G39A(ARMY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ARMY)\", \"24A13A(ARMY)\", \"24A14A(ARMY)\", \"24A15A(ARMY)\", \"24A17A(GUNSHOT)\", \"24A29A(SOCCER)\", \"24A31A(BOARD STRIKER)\", \"24A39A(SLYDING)\", \"24G39(ARMY)\", \"24G39A(ARMY)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33A39", "33A40", "33D32", "33D34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33A39\", \"33A40\", \"33D32\", \"33D34\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J4912", "515A211", "47L61", "73A230"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J4912\", \"515A211\", \"47L61\", \"73A230\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24J24", "14601"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24J24\", \"14601\"]}", "finish": "stop"}, {"codes": ["9B104(19THCENTILITY)", "9B104(20THC1ENTILITY)", "9B104(18THC1ENTILITY)", "9B104(17THC1ENTILITY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THCENTILITY)\", \"9B104(20THC1ENTILITY)\", \"9B104(18THC1ENTILITY)\", \"9B104(17THC1ENTILITY)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(ARMOUR)", "41C149(LANGUAGE: LATE)", "41E102(SHIRT AND UNDERAAA)", "45G128(X)", "48A815(BORDER)", "48C604"], "valid_json": true, "hf1": 0.14615384615384616, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(ARMOUR)\", \"41C149(LANGUAGE: LATE)\", \"41E102(SHIRT AND UNDERAAA)\", \"45G128(X)\", \"48A815(BORDER)\", \"48C604\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05840644078144078, "best_hf1": 0.14615384615384616, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "14601", "15B20", "16G97", "19B220", "212M631", "22C32(BACKDROP OR SETTING)", "23F9", "24A12A(ARMY)", "24A13A(ARMY)", "24A14A(ARMY)", "24A15A(ARMY)", "24A17A(GUNSHOT)", "24A29A(SOCCER)", "24A31A(BOARD STRIKER)", "24A39A(SLYDING)", "24D63", "24G39(ARMY)", "24G39A(ARMY)", "24J24", "25G9818", "31D11", "31D16", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A06", "33A10", "33A100", "33A102", "33A12", "33A26", "33A37", "33A39", "33A40", "33B15", "33C17", "33C30", "33D32", "33D34", "39A####(ARMOUR)", "40L115", "41C149(LANGUAGE: LATE)", "41E102(SHIRT AND UNDERAAA)", "45E04", "45E12", "45G128(X)", "47L61", "48A244", "48A28", "48A815(BORDER)", "48A98211", "48A98751", "48C1511", "48C40", "48C604", "49I22(Military warriors)", "49J4912", "515A211", "51C45", "59G14(Germanic-\u00adNorman\u00e8)", "73A230", "92L42", "9B104(17THC1ENTILITY)", "9B104(18THC1ENTILITY)", "9B104(19THCENTILITY)", "9B104(20THC1ENTILITY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 465, "gt_codes": ["31A(+89)", "31A2225", "31D15", "41A761", "61B(+55)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n]\n}\n```"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FLOWING)\", \"59J38(SOFTLINE FLOOR)\", \"59K34\"], \"note\": \"This artwork appears to be a watercolor sketch or study of a reclining nude figure. The codes reflect the dominant visual elements: soft, impressionistic style (\"grunge\" or loose brushwork), flowing forms, and a softlinish floor or bed surface. '59K34' could reflect the possibility of a softlinish bed surface rather than floor.\", \"source_visible\": false}", "finish": "stop"}, {"codes": ["32A107", "32B107", "30B15", "30B114", "30B128"], "valid_json": true, "hf1": 0.14462337662337663, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"30B15\", \"30B114\", \"30B128\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19V220", "212M63"], "valid_json": true, "hf1": 0.19077844311377246, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30L009", "30L022"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30L009\", \"30L022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C151", "31A4", "31D231", "13C21"], "valid_json": true, "hf1": 0.3371830985915493, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C151\", \"31A4\", \"31D231\", \"13C21\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.40865406006674077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["30H062(ACT)", "30J(GATHERING HUMAN FLESH)", "30H053(SLEEPING)", "30H054(SLEEPING FEMALE)"], "valid_json": true, "hf1": 0.14476499189627232, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30H062(ACT)\", \"30J(GATHERING HUMAN FLESH)\", \"30H053(SLEEPING)\", \"30H054(SLEEPING FEMALE)\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.24428571428571424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.36222986923606326, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "3B113(NUDE)", "3B113(BEDDED NUDE)"], "valid_json": true, "hf1": 0.1468354430379747, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"3B113(NUDE)\", \"3B113(BEDDED NUDE)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.10740740740740742, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.2760321715817694, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.08941176470588236, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52", "13T57", "32B57", "11A59"], "valid_json": true, "hf1": 0.06987951807228916, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"13T57\", \"32B57\", \"11A59\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C589"], "valid_json": true, "hf1": 0.29106382978723405, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C589\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.18472810552537788, "best_hf1": 0.40865406006674077, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A59", "11E12", "11E18", "11E34", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C589", "12F52", "12I515", "13C21", "13T57", "15B20", "16G97", "19V220", "20F93", "212M63", "30A129", "30A147", "30B114", "30B128", "30B15", "30C151", "30H053(SLEEPING)", "30H054(SLEEPING FEMALE)", "30H062(ACT)", "30J(GATHERING HUMAN FLESH)", "30L009", "30L022", "31A023", "31A051", "31A1002", "31A12", "31A235", "31A4", "31D11", "31D231", "31J84", "32A107", "32A19", "32B107", "32B57", "33B1", "3B104", "3B113", "3B113(BEDDED NUDE)", "3B113(NUDE)", "3B132", "418A", "41B3", "45E84", "48A43", "48A441", "73A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 466, "gt_codes": ["31A231", "31D112", "33A3", "34B11", "48C51", "48C5111", "48C514(+414)", "48C5142", "48C5152", "48C5153"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(PART OF THE BODY)", "22A11(EYE)", "6K15(EYEGLASSES)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(PART OF THE BODY)\", \"22A11(EYE)\", \"6K15(EYEGLASSES)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.10810810810810811, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "48A31501"], "valid_json": true, "hf1": 0.38523912106850494, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"48A31501\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.1528862973760933, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.36029546946815494, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31C172"], "valid_json": true, "hf1": 0.24492099322799096, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31C172\"]}", "finish": "stop"}, {"codes": ["36A162(ACT)", "37J", "37L", "37P33(FALL OFF 3D)", "52D42(EIGHTEENTH CENTURY)", "52H11(BANK)", "69F21", "95D2"], "valid_json": true, "hf1": 0.08728045325779038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(ACT)\", \"37J\", \"37L\", \"37P33(FALL OFF 3D)\", \"52D42(EIGHTEENTH CENTURY)\", \"52H11(BANK)\", \"69F21\", \"95D2\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["920023140", "15A724", "48D13601", "48D16301", "48A98211", "48A9841", "48C515"], "valid_json": true, "hf1": 0.4198638179890728, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"920023140\", \"15A724\", \"48D13601\", \"48D16301\", \"48A98211\", \"48A9841\", \"48C515\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["10397", "32A195", "114A41", "41D16", "92L41"], "valid_json": true, "hf1": 0.1131135531135531, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10397\", \"32A195\", \"114A41\", \"41D16\", \"92L41\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138C301", "11A8", "32C4"], "valid_json": true, "hf1": 0.20891431924882628, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138C301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.14709677419354839, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248", "37C135"], "valid_json": true, "hf1": 0.10263157894736842, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\", \"37C135\"]}", "finish": "stop"}, {"codes": ["11A2(PORTRAIT CLASS)", "11A5(POSTHUM LASSPORTRAIT)", "45D1", "45D11"], "valid_json": true, "hf1": 0.10552941176470589, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A2(PORTRAIT CLASS)\", \"11A5(POSTHUM LASSPORTRAIT)\", \"45D1\", \"45D11\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.15224249361023234, "best_hf1": 0.4198638179890728, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10397", "10720", "10D14", "114A41", "11A1", "11A2(PORTRAIT CLASS)", "11A5(POSTHUM LASSPORTRAIT)", "11A8", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DRAWING)", "138C301", "15A724", "15B14(PART OF THE BODY)", "1B104", "1B113", "21D32", "22A11(EYE)", "24A12A", "24A26", "2E198", "2E199", "305B", "31A10", "31A100", "31A102", "31A12", "31A26", "31A51213", "31C172", "31D11", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "32C4", "33A10", "33A17", "33B1", "36A162(ACT)", "37B232", "37B248", "37C135", "37J", "37L", "37P33(FALL OFF 3D)", "41D16", "45D1", "45D11", "48A1", "48A31501", "48A98211", "48A9841", "48B3", "48C1511", "48C515", "48D13601", "48D16301", "51F13", "51G6", "51M5", "52D42(EIGHTEENTH CENTURY)", "52H11(BANK)", "53A", "59G14(GROUP)", "69F21", "6K15(EYEGLASSES)", "920023140", "92L41", "95D2"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 467, "gt_codes": ["31A233", "71", "71F311", "71F3111", "71F314"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02"], "valid_json": true, "hf1": 0.06426229508196722, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPER A)\", \"24A33A(TEMPER GOM], (TEMPER GOM + WHITE)\", \"30A4W5(DRAWING PENCIL)\", \"31C530(DRAWING CARBON]\", (DRAWING CARBON PENCIL)]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.18999999999999997, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u8be6\u7ec6\u6807\u6ce8\u4e86 Austrianare de processi, langhirde nella fauna cap 13 \u7684\u624b\u7a3f\u63d2\u56fe\uff0c\u5c5e\u4e8e\u7ecf\u5178\u7684\u610f\u5927\u5229\u6587\u827a\u590d\u5174\u827a\u672f\uff08ink drawing, detailed, classical, Renaissance\uff09\u3002\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05A31"], "valid_json": true, "hf1": 0.13818181818181818, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05A31\"]}", "finish": "stop"}, {"codes": ["42C130", "15E724", "43D13601"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"42C130\", \"15E724\", \"43D13601\"]}\n```", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(CHRIST THE FAIR)", "11M52", "11M105"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(CHRIST THE FAIR)\", \"11M52\", \"11M105\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.06129032258064515, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "31A10", "55A13"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "116A23", "25B25"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"116A23\",\n \"25B25\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C4894", "25H5"], "valid_json": true, "hf1": 0.19999999999999998, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C4894\", \"25H5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.056241924967549636, "best_hf1": 0.19999999999999998, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05A31", "116A23", "11A1", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "11M105", "11M52", "12C4894", "15E724", "16G97", "19B220", "20C33", "20F93", "212M631", "24D63", "25B25", "25G98", "25G99", "25H5", "305B", "31A10", "31A1002", "31A12", "31A235", "31A27", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33D2", "42C130", "43D13601", "45E04", "45E12", "47C1511", "48A1", "48B3", "51B101", "53A02", "54A110", "55A13", "59B105", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "9B104", "9B113", "9B114(CHRIST THE FAIR)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 468, "gt_codes": ["31A2245(+933):25G411", "31A235", "31A2421", "31D15:61BB", "41A541", "41A711", "41A772", "41C37", "41D221(TIPMUTS)", "48C161", "49M32", "61B(+54)", "61B:31A2212(+1)"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.09121951219512196, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59G14(GROUPED FIGURES PORTRAYED)", "59F23(MAN)", "59F23(WOMAN)", "63A13(ARCHITECTURE, SCENERY)", "63A13(LANDSCAPES)", "63A13(ARCHITECTURE AND SCENERY)"], "valid_json": true, "hf1": 0.04470588235294118, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES PORTRAYED)\", \"59F23(MAN)\", \"59F23(WOMAN)\", \"63A13(ARCHITECTURE, SCENERY)\", \"63A13(LANDSCAPES)\", \"63A13(ARCHITECTURE AND SCENERY)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.1986509274873524, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.22727580372250422, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["34A12A", "34A12B", "34A12C", "34B3", "34B4", "34B5", "34B6", "34B7", "34B90", "34B11"], "valid_json": true, "hf1": 0.09064348886855748, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12A\", \"34A12B\", \"34A12C\", \"34B3\", \"34B4\", \"34B5\", \"34B6\", \"34B7\", \"34B90\", \"34B11\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.21983471074380168, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.2578677601230138, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DRESS)"], "valid_json": true, "hf1": 0.08941176470588236, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DRESS)\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.21129568106312294, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.4085566525622943, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A43", "31B15", "31B2", "31B26"], "valid_json": true, "hf1": 0.20557377049180325, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A43\", \"31B15\", \"31B2\", \"31B26\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.2686820232723819, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.08610354223433243, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12F52(BACKDROP OR SETTING)", "19A####(MUG)", "19A149(LANGUAGE: LATE)", "19E####(DISCLOSURE)", "25G4(VEGETATION: LEAVES)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12F52(BACKDROP OR SETTING)\", \"19A####(MUG)\", \"19A149(LANGUAGE: LATE)\", \"19E####(DISCLOSURE)\", \"25G4(VEGETATION: LEAVES)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14428762547674925, "best_hf1": 0.4085566525622943, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A218", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12D489", "12F52(BACKDROP OR SETTING)", "12F52(DIGRESSIVE)", "15B20", "16G97", "16G99", "19A####(MUG)", "19A149(LANGUAGE: LATE)", "19E####(DISCLOSURE)", "1B104", "1B113", "20A45", "20F93", "21A15", "21D32", "25G4(VEGETATION: LEAVES)", "31A0231", "31A0272", "31A1002", "31A12", "31A181", "31A184", "31A43", "31B112", "31B15", "31B2", "31B26", "31D16", "31J03", "32A107", "32B107", "32B114", "32B15", "33A17", "34A12A", "34A12B", "34A12C", "34A31", "34B11", "34B3", "34B4", "34B5", "34B6", "34B7", "34B90", "35B5", "36A06211", "37J", "37L", "37P33", "38C30", "39B03(DRESS)", "41A128", "45E04", "45E22", "45E246", "45E406", "45E512", "48A125", "48A28", "48C1511", "48C40", "51F13", "59F23(MAN)", "59F23(WOMAN)", "59G14(GROUPED FIGURES PORTRAYED)", "630E", "631A", "63A13(ARCHITECTURE AND SCENERY)", "63A13(ARCHITECTURE, SCENERY)", "63A13(LANDSCAPES)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 469, "gt_codes": ["92D1916", "48C161", "59B32", "25H11", "48A98211", "46C112"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(Germany-1571)", "49I02(MUNICH)", "11A05(Metropolis)", "13A03(ARCHA", "11C02", "13B24(Francis of Gichtenberg)"], "valid_json": true, "hf1": 0.12228632478632478, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany-1571)\", \"49I02(MUNICH)\", \"11A05(Metropolis)\", \"13A03(ARCHA\", \"11C02\", \"13B24(Francis of Gichtenberg)\"]}", "finish": "stop"}, {"codes": ["31A235", "31B20", "31D16", "33C23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31B20\", \"31D16\", \"33C23\"], \"text\": \"Francofurti\"}", "finish": "stop"}, {"codes": ["31D16", "48A98211", "48A9841", "48C515", "33C23"], "valid_json": true, "hf1": 0.37243994943109987, "code_recall": 0.16666666666666666, "code_precision": 0.2, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31D16\", \"48A98211\", \"48A9841\", \"48C515\", \"33C23\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FREEDOM)\", \"24A20A(SOCIETAL)\", \"24A25A(EVERYDAY)\", \"24A25A(WITHOUT MONEY)\", \"24A25A(WITH PENCILS)\", \"24A30A(40A(40)]\", \"24A30A(40A(40)]\", \"24A31A(40A(40)]\", \"24A40A(40A(40)]\", \"24A40A(40A(40)]\", \"24A40A(40A(40)]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.28, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.08888888888888888, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31D023", "31D15", "24D24", "24G01"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31D023\", \"31D15\", \"24D24\", \"24G01\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613", "51617", "52A2901"], "valid_json": true, "hf1": 0.08851540616246498, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\", \"51617\", \"52A2901\"]}", "finish": "stop"}, {"codes": ["16G97", "31A195", "47I34", "48E51", "92L41"], "valid_json": true, "hf1": 0.20461538461538462, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"31A195\", \"47I34\", \"48E51\", \"92L41\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "48A9700", "48A9703"], "valid_json": true, "hf1": 0.25638554216867465, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"48A9700\", \"48A9703\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.32535675082327115, "code_recall": 0.16666666666666666, "code_precision": 0.14285714285714285, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159", "41D10"], "valid_json": true, "hf1": 0.13411764705882356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\", \"41D10\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.2496, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1357628683709333, "best_hf1": 0.37243994943109987, "mean_code_recall": 0.020833333333333332, "distinct_sets": 16, "union_codes": ["05331", "11A05(Metropolis)", "11A218", "11C02", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "13A03(ARCHA", "13B24(Francis of Gichtenberg)", "16G97", "18B16", "18B20", "1B104", "1B113", "21D32", "22B159", "22C3250", "23F9", "24D24", "24G01", "25A1", "25G98", "25G99", "31A195", "31A235", "31B20", "31D023", "31D11", "31D15", "31D16", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "33C23", "41D10", "47I34", "48A244", "48A9700", "48A9703", "48A98211", "48A9841", "48A98751", "48C1511", "48C515", "48E51", "49I02(MUNICH)", "51613", "51617", "51C45", "52A2901", "59G14(Germany-1571)", "92L41"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.020833333333333332, "code_recall@2": 0.04027777777777778, "code_recall@4": 0.075, "code_recall@8": 0.12777777777777777, "code_recall@16": 0.16666666666666666, "union_code_recall": 0.16666666666666666}, {"index": 470, "gt_codes": ["25F37(STORK)", "25G21(ORANGE)", "41A7751:25G21", "41C653(ORANGE)", "46B31", "47I1421", "5(+1)", "92B11221", "92D1916"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\",\n \"30B15\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOP)", "15O13(FLOOR)", "15I34"], "valid_json": true, "hf1": 0.11385964912280702, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15I34\"], \"note\": \"This artwork appears to be a group scene set in a banquet or feast context. Specific details include groups and some hints of interiors and floor elements, typical for banquet scenes.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30B2212", "30B2240", "31A2512"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30B2212\", \"30B2240\", \"31A2512\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CEILING)\", \"24A13A(ROOF)\", \"24A14(WALL)\", \"24C0(FRAME)\", \"4D810(FAM)],\": [\"4D8102\"],\": [\"4D81012\"],[\"4D81013\"]\": [\"4D81012\"],\": [\"4D81013\"]\": [\"4D81012\"],\": [\"4D81013\"]\": [\"4D81012\"],\": [\"4D81013\"]\": [\"4D81012\"],\": [\"4D81013\"]\": [\"4D81012\"],\": [\"4D81013\"]\": [\"4D81012\"],\": [\"4D81013\"]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.14007220216606497, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine Watteau)(French", "36A26", "36A80(d 1684 Austrian)", "36A25", "36A205", "36A91"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine Watteau)(French\", \"36A26\", \"36A80(d 1684 Austrian)\", \"36A25\", \"36A205\", \"36A91\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.1163265306122449, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["4B104(ELIZABETH I)", "4B113(GRETA)", "41C(CHRIST THE SAVI\u0e17\u0e23\u0e07_THREAD)", "25C101(FASTING)", "31A2(IMAGE)", "L1602"], "valid_json": true, "hf1": 0.2290909090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104(ELIZABETH I)\", \"4B113(GRETA)\", \"41C(CHRIST THE SAVI\u0e17\u0e23\u0e07_THREAD)\", \"25C101(FASTING)\", \"31A2(IMAGE)\", \"L1602\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ELGIN MARBLE HEAD)", "45A63"], "valid_json": true, "hf1": 0.18091743119266057, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ELGIN MARBLE HEAD)\", \"45A63\"]}", "finish": "stop"}, {"codes": ["20C33", "31B10", "55A13"], "valid_json": true, "hf1": 0.08715909090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVELY OR ASCENDING VIEW)", "15E111(ACTING PAINTING OR PICTURE)", "21C149(LANGUAGE: LATE)", "21E102(SHIRT)", "25B253(NICE LARGE RING)", "338E54(VOLUME FOLIO)"], "valid_json": true, "hf1": 0.10133333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVELY OR ASCENDING VIEW)\", \"15E111(ACTING PAINTING OR PICTURE)\", \"21C149(LANGUAGE: LATE)\", \"21E102(SHIRT)\", \"25B253(NICE LARGE RING)\", \"338E54(VOLUME FOLIO)\"]}", "finish": "stop"}, {"codes": ["41A218", "41A93", "42C589", "42D45"], "valid_json": true, "hf1": 0.21703626943005178, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"42C589\", \"42D45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08141990579876497, "best_hf1": 0.2290909090909091, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11E34", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVELY OR ASCENDING VIEW)", "12I515", "15B14(BANKETS)", "15E111(ACTING PAINTING OR PICTURE)", "15I34", "15O13(FLOOR)", "16G97", "20C33", "21C149(LANGUAGE: LATE)", "21E102(SHIRT)", "25B253(NICE LARGE RING)", "25C101(FASTING)", "25C22(BOP)", "30B2212", "30B2240", "31A0231", "31A0272", "31A1002", "31A12", "31A2(IMAGE)", "31A235", "31A2512", "31B10", "31D168", "31J8401", "31J8402", "32A107", "32A195", "32B107", "32B114", "32B15", "338E54(VOLUME FOLIO)", "34A31", "36A162(Antoine Watteau)(French", "36A205", "36A25", "36A26", "36A80(d 1684 Austrian)", "36A91", "41A128", "41A218", "41A93", "41B1", "41B3", "41C(CHRIST THE SAVI\u0e17\u0e23\u0e07_THREAD)", "42C589", "42D45", "44E51", "45A63", "47C1511", "47I34", "4B104(ELIZABETH I)", "4B113(GRETA)", "55A13", "59G14(GROUP)", "63A05", "81A08", "99K4(ELGIN MARBLE HEAD)", "L1602"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 471, "gt_codes": ["25I9", "42E3722", "48C149(+7242)", "71G113"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G30(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G30(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G246", "45G406", "45A51"], "valid_json": true, "hf1": 0.12163987138263666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G246\", \"45G406\", \"45A51\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPERATURE)\", \"24A33A(HEAT)\", \"24A48B(QUICKLY FIXED HEAT)\", \"519D810(FIRE)],\", \"519E420(SMOKE)],\", \"519K149(FAT-CHIN STRIATNG)]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06610169491525424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u8be6\u7ec6\u63cf\u7ed8\u53e4\u4ee3\u5e9f\u589f\u548c\u96d5\u50cf\u7684\u573a\u666f\uff0c\u5177\u6709\u9ad8\u65af\u98ce\u683c\u3002\u753b\u9762\u4e2d\u53ef\u4ee5\u770b\u5230\u5b8f\u4f1f\u7684\u5efa\u7b51\u9057\u8ff9\u548c\u590d\u6742\u7684\u7ec6\u8282\uff0c\u5305\u62ec\u67f1\u5b50\u548c\u96d5\u50cf\uff0c\u80cc\u666f\u4e2d\u8fd8\u6709\u73b0\u4ee3\u623f\u5c4b\u548c\u6865\u6881\u3002\u8fd9\u79cd\u573a\u666f\u901a\u5e38\u4e0e\u8003\u53e4\u3001\u5386\u53f2\u548c\u53e4\u6587\u5b57\u5b66\u7684\u4e3b\u9898\u76f8\u5173\u3002\", \"categorization\": \"\u827a\u672f\u54c1 > \u56fe\u6848\u3001\u56fe\u5f62\u6216\u8bbe\u8ba1 > \u5386\u53f2\u9898\u6750\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31B17", "05A31"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31B17\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.04968152866242038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.17272727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(ARCHITECTURAL FORM)", "149A105(LANDSCAPE)", "102C212(MAAALE INTOTAL SKETCHDRAWING)"], "valid_json": true, "hf1": 0.042222222222222223, 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"valid_json": true, "hf1": 0.09496402877697842, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3", "50F11", "50F26"], "valid_json": true, "hf1": 0.24645569620253166, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3\", \"50F11\", \"50F26\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURT)\", \"121D270,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####),121D26,121B159(####),121D26,121B159\n\n121D26,121B159(####),121D26,121B159(####),121D26,121B159(####),121D26(###)**,121D26,121B159(####)**,121D26,121B159(###)**,121D26(####)**,121D26,121B159(####)**,121D26(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26(###)**,121D26(###)**,121D26(###)**,121D26(###)**,121D26(###)**,121D26(###)**,121D26(###)**,121D26,121B159,121D26,121B159,121D26,121B159(####)**,121D26(####)**,121D26(####)**,121D26(####)**,121D26(####)**,121D26\n\n\"", 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"34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51613", "68A672"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51613\", \"68A672\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720", "31D112", "35B5", "38L30", "411A8", "426D"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D112\", \"35B5\", \"38L30\", \"411A8\", \"426D\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(CROSS)", "37B232(ST. JOHNEVAISTE)", "37C135(ST. JUDITH)", "37F52(GOSPEL)", "37H262(ST. CLODIA)", "37J134(ST. STEPHAN)", "41B523(SCRIPTURE)", "41E16", "41E6(2MC NEW TESTAMENT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CROSS)\", \"37B232(ST. JOHNEVAISTE)\", \"37C135(ST. JUDITH)\", \"37F52(GOSPEL)\", \"37H262(ST. CLODIA)\", \"37J134(ST. STEPHAN)\", \"41B523(SCRIPTURE)\", \"41E16\", \"41E6(2MC NEW TESTAMENT)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0095, "best_hf1": 0.152, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "114C1", "114C8", "11A1", "11A154", "11A156(1516-1633)", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CROSS)", "13A1", "16G97", "1B104", "1B113", "212B24", "23F9", "24A12A(CHRIST ASCENDING INTO HEAVENS)", "28D32", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31D112", "31D168", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A(BAPTISM OF CHRIST)", "33A17", "33C23", "33C25", "33C27", "33C28", "34A31", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "37B232(ST. JOHNEVAISTE)", "37C135(ST. JUDITH)", "37F52(GOSPEL)", "37H262(ST. CLODIA)", "37J134(ST. STEPHAN)", "38L30", "411A8", "41A128", "41B1", "41B3", "41B523(SCRIPTURE)", "41E16", "41E6(2MC NEW TESTAMENT)", "426D", "47C1511", "48E170", "51613", "51C45", "59G14(GRUNGE FORM)", "59G24(FROM 2022)", "630E", "631A", "68A672", "73A244"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 478, "gt_codes": ["31A(+926)", "31B1", "56DD11"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROMAGE FORM)", "59G11(BIODATA/ECOLOGY)", "63B13(ARCHA", "63B12(FROMAGE)", "64A41(THESIS OF GOD)/", "64A81(HUMANISM/RESET)"], "valid_json": true, "hf1": 0.07125000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROMAGE FORM)\", \"59G11(BIODATA/ECOLOGY)\", \"63B13(ARCHA\", \"63B12(FROMAGE)\", \"64A41(THESIS OF GOD)/\", \"64A81(HUMANISM/RESET)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.1924963924963925, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G246", "45G406", "45G512"], "valid_json": true, "hf1": 0.10133333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G246\", \"45G406\", \"45G512\"]}", "finish": "stop"}, {"codes": ["24A12A(woodcut),24A12A(engraving)", "24A12A(engraving),24A12A(woodcut)", "24A12A(dragonglass)", "24B940", "11K149"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(woodcut),24A12A(engraving)\", \"24A12A(engraving),24A12A(woodcut)\", \"24A12A(dragonglass)\", \"24B940\", \"11K149\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.21509433962264152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "35A23", "33A8", "33D3(DWARF)", "33E25"], "valid_json": true, "hf1": 0.156, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"35A23\", \"33A8\", \"33D3(DWARF)\", \"33E25\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.26078431372549016, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ETCHING)"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ETCHING)\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.16888888888888892, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVELY OR ASCENDING VIEW)", "15E116(ACTING DOWNWARDS)", "15E121(ACTING SYMMETRICALLY AND PORTIONED)", "17A12", "32D2", "32G7"], "valid_json": true, "hf1": 0.08813559322033898, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVELY OR ASCENDING VIEW)\", \"15E116(ACTING DOWNWARDS)\", \"15E121(ACTING SYMMETRICALLY AND PORTIONED)\", \"17A12\", \"32D2\", \"32G7\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10059595680247081, "best_hf1": 0.26078431372549016, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10720", "11A1", "11A238", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H166", "11H168", "11H24", "11H28", "11H743", "11K149", "121D2(DIGRESSIVELY OR ASCENDING VIEW)", "12D489", "15E116(ACTING DOWNWARDS)", "15E121(ACTING SYMMETRICALLY AND PORTIONED)", "16G97", "17A12", "1B104", "1B113", "21D32", "23A45", "23F93", "24A12A(dragonglass)", "24A12A(engraving),24A12A(woodcut)", "24A12A(woodcut),24A12A(engraving)", "24B940", "2E198", "2E199", "305B", "31A0231", "31A0272", "31A132", "31A781", "31D11", "31J03", "32A107", "32A195", "32B107", "32B114", "32B15", "32D2", "32G7", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A8", "33B15", "33C17", "33C30", "33D1", "33D3(DWARF)", "33E25", "34A31", "35A23", "36A1621", "41A128", "44E51", "45E04", "45E22", "45G246", "45G406", "45G512", "47I34", "48A1", "48A28", "48B3", "48C1511", "48C40", "51F13", "51G6", "51M5", "53A", "59G11(BIODATA/ECOLOGY)", "59G14(GRUNGE FORM)", "59G24(FROMAGE FORM)", "63A05", "63B12(FROMAGE)", "63B13(ARCHA", "64A41(THESIS OF GOD)/", "64A81(HUMANISM/RESET)", "81A08", "99K4(ETCHING)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 479, "gt_codes": ["31A2421", "31D12", "61B(+52)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.1292507204610951, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21641\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.30420361247947464, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.11345454545454545, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "10A10", "24A26"], "valid_json": true, "hf1": 0.05672727272727272, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"10A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06610169491525424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.3502994011976048, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.13109243697478995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.31685863874345543, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16AC9", "16BC5", "55C2", "34D1041"], "valid_json": true, "hf1": 0.06610169491525424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16AC9\", \"16BC5\", \"55C2\", \"34D1041\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "31B117", "31B124"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"31B117\", \"31B124\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1373381703736925, "best_hf1": 0.3502994011976048, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10A10", "10D14", "11A1", "11A16", "11E12", "11E34", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H18", "11H24", "11H28", "11H413", "11H743", "12F52(DRAWING)", "12I515", "15B20", "16AC9", "16BC5", "1B104", "1B113", "20F9", "21D25", "21D32", "24A12A", "24A26", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31B112", "31B117", "31B124", "31D16", "31J03", "32A107", "32B107", "32B114", "32B15", "33A10", "33A17", "34A31", "34D1041", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "37B232", "37B248", "41A128", "45E04", "45E22", "45E24", "45F04", "48A125", "48A244", "48C1511", "5161", "5162", "51C45", "55C2", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 480, "gt_codes": ["73B64"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKERS)", "299C211(EARLY CHRISTIANITY)", "163B13(ARCHA", "163B232(GENUS LOTUS)", "163C30", "163C87", "23C175(ICTINE)", "23C65(GEMINI)", "23F21(EUPHRATES)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKERS)\", \"299C211(EARLY CHRISTIANITY)\", \"163B13(ARCHA\", \"163B232(GENUS LOTUS)\", \"163C30\", \"163C87\", \"23C175(ICTINE)\", \"23C65(GEMINI)\", \"23F21(EUPHRATES)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "89V220", "212M631", "24D63", "455C213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"89V220\", \"212M631\", \"24D63\", \"455C213\"]}", "finish": "stop"}, {"codes": ["74A12A(woodcut),engraver(input)=i", "30G90(DRAUGHTSMANSHIP,engravedinput)", "48A19D(infinite)cross", "75L03(passingstairs)", "99B005", "74B95"], "valid_json": true, "hf1": 0.13184357541899444, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A(woodcut),engraver(input)=i\", \"30G90(DRAUGHTSMANSHIP,engravedinput)\", \"48A19D(infinite)cross\", \"75L03(passingstairs)\", \"99B005\", \"74B95\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DOG)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DOG)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "901A118", "630E", "631A"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"901A118\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(1910s)\", \"9B104(1950s)\", \"9B104(1960s)\", \"9B104(1970s)\", \"9B104(1980s)\", \"9B104(1990s)\", \"9B104(2000s)\", \"9B104(2010s)\", \"9B104(2020s)\", \"9B104(2030s)\", \"9B104(2040s)\", \"9B104(2050s)\", \"9B104(2060s)\", \"9B104(2070s)\", \"9B104(2080s)\", \"9B104(2090s)\", \"9B104(2100s)\", \"9B104(2110s)\", \"9B104(2120s)\", \"9B104(2130s)\", \"9B104(2140s)\", \"9B104(2150s)\", \"9B104(2160s)\", \"9B104(2170s)\", \"9B104(2180s)\", \"9B104(2190s)\", \"9B104(2200s)\", \"9B104(2210s)\", \"9B104(2220s)\", \"9B104(2230s)\", \"9B104(2240s)\", \"9B104(2250s)\", \"9B104(2260s)\", \"9B104(2270s)\", \"9B104(2280s)\", \"9B104(2290s)\", \"9B104(2300s)\", \"9B104(2310s)\", \"9B104(2320s)\", \"9B104(2330s)\", \"9B104(2340s)\", \"9B104(2350s)\", \"9B104(2360s)\", \"9B104(2370s)\", \"9B104(2380s)\", \"9B104(2390s)\", \"9B104(2400s)\", \"9B104(2410s)\", \"9B104(2420s)\", \"9B104(2430s)\", \"9B104(2440s)\", \"9B104(2450s)\", \"9B104(2460s)\", \"9B104(2470s)\", \"9B104(2480s)\", \"9B104(2490s)\", \"9B104(2500s)\", \"9B104(2510s)\", \"9B104(2", "finish": "length"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION OF THE WORLDRANDOM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION OF THE WORLDRANDOM)\" ]}", "finish": "stop"}, {"codes": ["20C33", "31A103", "50A38"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A103\", \"50A38\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["52A28", "52B232", "52B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"52A28\", \"52B232\", \"52B248\"]}\n```", "finish": "stop"}, {"codes": ["48A2185", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.016156890130353818, "best_hf1": 0.13184357541899444, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "15B14(BANKERS)", "163B13(ARCHA", "163B232(GENUS LOTUS)", "163C30", "163C87", "16G97", "20C33", "212M631", "23C175(ICTINE)", "23C65(GEMINI)", "23F21(EUPHRATES)", "24D63", "299C211(EARLY CHRISTIANITY)", "2E198", "2E199", "30G90(DRAUGHTSMANSHIP,engravedinput)", "31A1002", "31A103", "31A12", "31D16", "31J83", "32A107", "32A195", "32B107", "32B114", "32B15", "36A06211", "37J", "37L", "37P33", "39B03(DOG)", "41B1", "41B3", "44E51", "455C213", "45E84", "47C1511", "47I34", "48A19D(infinite)cross", "48A2151", "48A2152", "48A2153", "48A2185", "48A2211", "50A38", "52A28", "52B232", "52B248", "59G14(GROUP)", "630E", "631A", "72A023", "72A051", "72A433", "74A12A(woodcut),engraver(input)=i", "74B95", "75L03(passingstairs)", "89V220", "901A118", "99B005", "99K4(ORIGINAL CREATION OF THE WORLDRANDOM)"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 481, "gt_codes": ["73B25"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MATES)\", \"19C2111(BIODATA/CONTINUATION)\", \"31D33(SUBTITLE)\", \"11N232(GENUS LOTUS)\", \"11N233(GENUS ZIBETIA)\", \"49L17\", \"11N220(BIODATA/CARYOPHYSCON)\", \"11N221(BIODATA/PANAGRACEI)\", \"11N222(BIODATA/PORTERIA)\", \"11N224(BIODATA/RHIZOBIA)]\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "89V220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"89V220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["24A12A(CHRISTMAS)", "24A33A(CHRISTMAS EASTER AND DIETTRONS + CHRIST'S BIRTH)", "24A14D(Nativity scene)", "17H(GOD THE FATHER)", "909B005", "9099011", "9046197", "907058"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTMAS)\", \"24A33A(CHRISTMAS EASTER AND DIETTRONS + CHRIST'S BIRTH)\", \"24A14D(Nativity scene)\", \"17H(GOD THE FATHER)\", \"909B005\", \"9099011\", \"9046197\", \"907058\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "35A23", "35A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"35A23\", \"35A235\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "15N31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"15N31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["9B104(19THCENTILITY)", "28D32", "51F13(CHRISTCHUBBING)", "52C29", "53B05", "53C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THCENTILITY)\", \"28D32\", \"51F13(CHRISTCHUBBING)\", \"52C29\", \"53B05\", \"53C17\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D250(FORCED)", "121D241(HUNTING)", "121D310(CAT)", "121D320(KIT)", "121D330(KID)", "121D365(BLAIR FAGOT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250(FORCED)\", \"121D241(HUNTING)\", \"121D310(CAT)\", \"121D320(KIT)\", \"121D330(KID)\", \"121D365(BLAIR FAGOT)\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGING)", "121D241(HUNTING)", "121D250(FORCED)", "121D310(CAT)", "121D320(KIT)", "121D330(KID)", "121D365(BLAIR FAGOT)", "15N31", "16G97", "17H(GOD THE FATHER)", "20C33", "212M631", "21B10", "23F9", "24A12A(CHRISTMAS)", "24A14D(Nativity scene)", "24A33A(CHRISTMAS EASTER AND DIETTRONS + CHRIST'S BIRTH)", "24D63", "25G98", "25G99", "28D32", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A235", "31A26", "31D16", "31J83", "32A107", "32A195", "32B107", "32B114", "32B15", "33D1", "34A31", "35A23", "35A235", "36A1621", "41A128", "44E51", "45E12", "45E84", "47C1511", "47I34", "48A125", "48A244", "51C45", "51F13(CHRISTCHUBBING)", "52C29", "53B05", "53C17", "55A13", "630E", "631A", "89V220", "9046197", "907058", "9099011", "909B005", "99K4(ORIGINAL CREATION)", "9B104(19THCENTILITY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 482, "gt_codes": ["73C72"], "greedy": {"codes": ["20B11", "20B11", "20B11", "20B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B11\", \"20B11\", \"20B11\"]}"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adchristian-\u00adicon\u201d), \u201c59G19(Coptic-\u00adchristian-\u00adicon\u201d), \u201c59G30(Monogam-\u00adfemale-\u00adicon\u201d), \u201c59C237(Monogam-\u00admale-\u00adicon)\u201d]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(Scriptman)(Scribe)\"}", "finish": "stop"}, {"codes": ["24A12A(ILLUMINATED MANUSCRIPT)", "31A235(DRAWS SCENE)", "24A10(FORTWENTH CENTURY)", "24A10(ILLUMINATED MANUSCRIPT]", "24A10(WKST HORARY TIME)", "31A246(HUMAN HEAD)", "31A252(HUMAN HEAD WITH WHITE HAIR)", "31A252(HUMAN HEAD)", "31A252(BERTHA)", "40L84"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ILLUMINATED MANUSCRIPT)\", \"31A235(DRAWS SCENE)\", \"24A10(FORTWENTH CENTURY)\", \"24A10(ILLUMINATED MANUSCRIPT]\", \"24A10(WKST HORARY TIME)\", \"31A246(HUMAN HEAD)\", \"31A252(HUMAN HEAD WITH WHITE HAIR)\", \"31A252(HUMAN HEAD)\", \"31A252(BERTHA)\", \"40L84\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine_DE_Sainte_Catherine)", "36A163(EuroApostle)", "36A164(NSApostle)", "36A165(RomApostle)", "39G41", "39G5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine_DE_Sainte_Catherine)\", \"36A163(EuroApostle)\", \"36A164(NSApostle)\", \"36A165(RomApostle)\", \"39G41\", \"39G5\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITYILLUMINATION)", "32A25", "11A168"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITYILLUMINATION)\", \"32A25\", \"11A168\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "27I34", "24E51", "29F4", "31H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"27I34\", \"24E51\", \"29F4\", \"31H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3301", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48B1", "48B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48B1\", \"48B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BIBLE)\", \"22B159(####)**, \"31H23, \"39B185\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["05S31", "11A168", "11A238", "11A8", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "13A3301", "15B20", "16G97", "18B16", "1B104(19THCENTILITYILLUMINATION)", "23F9", "24A10(FORTWENTH CENTURY)", "24A10(ILLUMINATED MANUSCRIPT]", "24A10(WKST HORARY TIME)", "24A12A(ILLUMINATED MANUSCRIPT)", "24E51", "25A1", "25G18", "25G93", "26C7", "27A107", "27I34", "29F4", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A12", "31A235(DRAWS SCENE)", "31A246(HUMAN HEAD)", "31A252(BERTHA)", "31A252(HUMAN HEAD WITH WHITE HAIR)", "31A252(HUMAN HEAD)", "31A26", "31D11", "31H6", "32A195", "32A25", "32C4", "33B1", "34A31", "35B2", "35C7", "36A162(Antoine_DE_Sainte_Catherine)", "36A163(EuroApostle)", "36A164(NSApostle)", "36A165(RomApostle)", "39G41", "39G5", "40L84", "41A128", "47C1511", "48A244", "48B1", "48B3", "51C45", "52A9", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 483, "gt_codes": ["45D311", "32B33", "61B2(FONDUK MUSTAFA PASCHA)11"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10B117\", \"10B118\", \"10B119\", \"10B120\", \"10B121\", \"10B122\", \"10B123\", \"10B124\", \"10B125\", \"10B126\", \"10B127\", \"10B128\", \"10B129\", \"10B130\", \"10B131\", \"10B132\", \"10B133\", \"10B134\", \"10B135\", \"10B136\", \"10B137\", \"10B138\", \"10B139\", \"10B140\", \"10B141\", \"10B142\", \"10B143\", \"10B144\", \"10B145\", \"10B146\", \"10B147\", \"10B148\", \"10B149\", \"10B150\", \"10B151\", \"10B152\", \"10B153\", \"10B154\", \"10B155\", \"10B156\", \"10B157\", \"10B158\", \"10B159\", \"10B160\", \"10B161\", \"10B162\", \"10B163\", \"10B164\", \"10B165\", \"10B166\", \"10B167\", \"10B168\", \"10B169\", \"10B170\", \"10B171\", \"10B172\", \"10B173\", \"10B174\", \"10B175\", \"10B176\", \"10B177\", \"10B178\", \"10B179\", \"10B180\", \"10B181\", \"10B182\", \"10B183\", \"10B184\", \"10B185\", \"10B186\", \"10B187\", \"10B188\", \"10B189\", \"10B190\", \"10B191\", \"10B192\", \"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "6K15163", "33C4", "59C42", "12B24"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"6K15163\", \"33C4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.2915989159891599, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.2475434243176179, "code_recall": 0.0, 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"samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE DEVISE)\", \"59G13(GRUNGE INITIAL)\", \"59G16(GRUNGE INITIAL CAPITAL LIFORM)]\"}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "21F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"21F238\"]}", "finish": "stop"}, {"codes": ["11J03", "11E04", "19B22", "22G2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03\", \"11E04\", \"19B22\", \"22G2\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LETTER TEXT)\", \"24A33A(LETTER WITH EMBLEM OR SCULPTURE)\", \"24A34W(LETTER WITH MEDALLION)\", \"17H(GOATHARD STYLE LETTER F))\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["25H06211", "31J", "31J23", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H06211\", \"31J\", \"31J23\", \"31A235\"]}", "finish": "stop"}, {"codes": ["21A18", "21B9", "48A21", "54A114", "54F13", "54G30"], "valid_json": true, "hf1": 0.05682656826568266, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"48A21\", \"54A114\", \"54F13\", \"54G30\"]}", "finish": "stop"}, {"codes": ["11A023", "11A051", "48A433", "48A434", "16D04", "18A10"], "valid_json": true, "hf1": 0.09936305732484076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A023\", \"11A051\", \"48A433\", \"48A434\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19", "31A234", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\", \"31A234\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A181"], "valid_json": true, "hf1": 0.0, "code_recall": 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"11J03", "12C489", "13A3", "16D04", "16G17", "16G19", "18A10", "18B16", "18B20", "19B22", "1B104", "1B113", "21A18", "21B9", "21D32", "21F238", "22A107", "22B107", "22B114", "22B15", "22G2", "23F93", "25A181", "25H06211", "31A10", "31A12", "31A234", "31A235", "31D11", "31J", "31J23", "33B1", "34E51", "39F4", "39H6", "48A21", "48A433", "48A434", "48C1511", "51613", "54A114", "54F13", "54G30"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 486, "gt_codes": ["25H15", "25H213", "46C1112", "46C14", "46C2", "47I2112"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["30G14011", "30P40401", "32C21111", "32D21631", "32D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30G14011\", \"30P40401\", \"32C21111\", \"32D21631\", \"32D21641\"]}", "finish": "stop"}, {"codes": ["30A107", "30B107", "30B15", "30B114", "30B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A107\", \"30B107\", \"30B15\", \"30B114\", \"30B128\"]}", "finish": "stop"}, {"codes": ["30J0401", "30J0402", "30J0412", "30J0440", "30J0512"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J0401\", \"30J0402\", \"30J0412\", \"30J0440\", \"30J0512\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30L009", "30L022"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30L009\", \"30L022\"]}", "finish": "stop"}, {"codes": ["31A118", "31A743", "31A112", "31A168", "31H36", "31H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"31A112\", \"31A168\", \"31H36\", \"31H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": 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\"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68B51637", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68B51637\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.19831932773109243, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.15890410958904114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["24A12A", "24A12B", "33L02", "33A03", "24A10"], "valid_json": true, "hf1": 0.11317073170731708, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"24A12B\", \"33L02\", \"33A03\", \"24A10\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "31H28", "31H37"], "valid_json": true, "hf1": 0.36742081447963804, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"31H28\", \"31H37\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.5401846153846154, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u7ea2\u94c5\u7c89\u7d20\u63cf\uff0c\u63cf\u7ed8\u4e86\u4e00\u4e2d\u592e\u4eba\u7269\u4ef0\u671b\u7684\u59ff\u6001\u548c\u4e09\u4e2a\u5973\u6027\u5934\u90e8\u3002\u56fe\u50cf\u5c5e\u4e8e\u827a\u672f\u548c\u63d2\u56fe\uff0c\u5177\u4f53\u4e3a\u624b\u7ed8\u7684\u4f18\u5148\u7269\u54c1\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.3214814814814815, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.13181818181818183, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.2888888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.1578231292517007, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1423757050207473, "best_hf1": 0.5401846153846154, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "12D48", "15B20", "16G97", "1B104", "1B113", "20F93", "21D32", "24A10", "24A12A", "24A12B", "2E198", "2E199", "305B28", "31A0231", "31A0272", "31A10", "31A12", "31D11", "31H24", "31H28", "31H37", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "32C1511", "33A03", "33B15", "33C30", "33L02", "34A31", "37B232", "37B248", "41A128", "41B1", "41B3", "41K28", "42C40", "45E04", "45E22", "45E246", "51F13", "59C21113", "59G14011", "59P40407", "63A05", "68A", "68B51637", "68C42", "68C44", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 492, "gt_codes": ["71C1131", "71C1181"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "11A156(15TH CENTURY)", "33C4", "59C42", "12B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2 SPECTATORS)\", \"11A156(15TH CENTURY)\", \"33C4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J83012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J83012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["74A12A(woodblock),color(septu),i,"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A(woodblock),color(septu),i,\"], \"meta\": {\"name\": \"OCR\", \"content\": \"Copyright Herzog Anton U DankWagen - ~DFA - http://epona.arteledienste/z2g9\"}}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D32", "33D17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D32\", \"33D17\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19101)", "9B113(191161)", "9B126(191261)", "9B120(SHADOWING)", "9B121(FOLK LINK)", "9B122(ICON DRAFT)", "9B123(PARENTAL)", "9B125(DISCLAIMER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19101)\", \"9B113(191161)\", \"9B126(191261)\", \"9B120(SHADOWING)\", \"9B121(FOLK LINK)\", \"9B122(ICON DRAFT)\", \"9B123(PARENTAL)\", \"9B125(DISCLAIMER)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["6D318", "6D312", "6D31", "6D316", "6D3111"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"6D318\", \"6D312\", \"6D31\", \"6D316\", \"6D3111\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.016625, "best_hf1": 0.19, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A156(15TH CENTURY)", "11E1515", "11E16", "11E162", "11E167", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12B24", "12F52(DIGRESSIVE)", "15B20", "16G97", "22B159", "22C3250", "2E198", "2E199", "31A1002", "31A12", "31D11", "31D16", "31F12", "31H404", "31J83011", "31J83012", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "33A8", "33B1", "33C4", "33D1", "33D17", "33D32", "36A1621", "36A26", "47C1511", "48A2185", "48G315", "59C42", "59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "6D31", "6D3111", "6D312", "6D316", "6D318", "73A", "74A12A(woodblock),color(septu),i,", "9B104(19101)", "9B113(191161)", "9B120(SHADOWING)", "9B121(FOLK LINK)", "9B122(ICON DRAFT)", "9B123(PARENTAL)", "9B125(DISCLAIMER)", "9B126(191261)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 493, "gt_codes": ["45A20", "92D1916"], "greedy": {"codes": ["31B01", "31B02", "31B03", "31B04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"31B01\",\n \"31B02\",\n \"31B03\",\n \"31B04\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROMAGE FORM)", "59G11(BIODATA/ECO-FURNISHING)", "59G14", "59G42", "59G24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROMAGE FORM)\", \"59G11(BIODATA/ECO-FURNISHING)\", \"59G14\", \"59G42\", \"59G24\"]}", "finish": "stop"}, {"codes": ["31A107", "31B20", "31D16", "31E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A107\", \"31B20\", \"31D16\", \"31E16\"], \"text\": \"150D8(DIETER D. 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\"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(Germany)", "59P40(Catalogue)", "59C211(European)", "65B51(Typography)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany)\", \"59P40(Catalogue)\", \"59C211(European)\", \"65B51(Typography)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WRECKING SHIP], (24A12A)BOAT (24W5000)BOAT (24W5000)BOAT, (24W5000)KARRACK (24W5000)SHOCK ELEGANT, (24W5000)BOAT (24W5000)DRAGNET, (24W5000)SEINE, (24W5000)NET (24W5000)COVLENE, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5000)SEINE, (24W5000)COVER, (24W5000)NET, (24W5", "finish": "length"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05331"], "valid_json": true, "hf1": 0.1658181818181818, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05331\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.05420560747663551, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURT)\", \"121D270,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)\"}]", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.19746835443037977, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.035989092316158156, "best_hf1": 0.19746835443037977, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A1", "11A238", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D489", "15B20", "163A05", "16G97", "1B104", "1B113", "23A45", "23F93", "25G98", "25G99", "28D32", "31A27", "31A51213", "31D11", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "36A1621", "36D1", "36D2", "36D3", "36D6", "41B1", "41B3", "47C1511", "51F13", "51G6", "51M5", "59C211(European)", "59G14(Germany)", "59P40(Catalogue)", "601A11", "60A3", "65B51(Typography)", "72A023", "72A051", "72A433", "73A", "81A08"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 500, "gt_codes": ["86(DE KLUIZENAAR. AFGESCHEIDEN, VAN'T QUAAD)", "11Q331", "59AA1", "11M31"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(HOLLOWED FORM)", "59G11(BIODATA/ECOLOGY)", "63B13(ARCHAEOLOGICAL DIGGING)", "52C232(MYSTIC)", "143A7"], "valid_json": true, "hf1": 0.2263243243243243, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(HOLLOWED FORM)\", \"59G11(BIODATA/ECOLOGY)\", \"63B13(ARCHAEOLOGICAL DIGGING)\", \"52C232(MYSTIC)\", \"143A7\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "89V220", "212M63"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(TEMPERANCE)", "24A33A(ABSTINENCE)", "24A32A(VIRTUE)", "24A14D(HOPE)", "17H30E(FAT AND VIRTUOUS PEASANT)"], "valid_json": true, "hf1": 0.05672727272727272, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPERANCE)\", \"24A33A(ABSTINENCE)\", \"24A32A(VIRTUE)\", \"24A14D(HOPE)\", \"17H30E(FAT AND VIRTUOUS PEASANT)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.26666666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.19746835443037977, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "35A23", "33A8", "33D3(DMO)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"35A23\", \"33A8\", \"33D3(DMO)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.2273381294964029, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["92L42", "40L165", "24J24", "14G41"], "valid_json": true, "hf1": 0.06610169491525424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L165\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["1B104( Scaffold)", "1B105(Free standing)", "1B1161( Stone construction)", "1B12112( Thatched roof construction)", "1B1311(Tile roof construction)", "L1602"], "valid_json": true, "hf1": 0.12452830188679245, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104( Scaffold)\", \"1B105(Free standing)\", \"1B1161( Stone construction)\", \"1B12112( Thatched roof construction)\", \"1B1311(Tile roof construction)\", \"L1602\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 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"121D230,121B159(####)**,121D230,121B159(GREADER,121D230,121B159(NONLEACHING)", "138F54(LANDSCAPE)**,138F54(LANDSCAPE)**,138F54(LANDSCAPE)**,138F54(LANDSCAPE)", "138F54(LANDSCAPE)**,138F54(LANDSCAPE)", "32G12"], "valid_json": true, "hf1": 0.12248062015503877, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230,121B159(####)**,121D230,121B159(GREADER,121D230,121B159(NONLEACHING)\", \"138F54(LANDSCAPE)**,138F54(LANDSCAPE)**,138F54(LANDSCAPE)**,138F54(LANDSCAPE)\", \"138F54(LANDSCAPE)**,138F54(LANDSCAPE)\", \"32G12\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.18607594936708863, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11609467826256367, "best_hf1": 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[\"11A218\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07784580867637905, "best_hf1": 0.2533333333333333, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "101C30", "101C8", "10D14", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DRAWING)", "13A3", "15B20", "16D01", "16G97", "18A10", "19F211", "1B104", "1B113", "20F9", "21D25", "21D32", "24A12A", "24A26", "2E198", "2E199", "31A10", "31A12", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33A10", "33B1", "36A162(AUTO PORTRAIT)(PORTRAIT)", "36A162(AUTO PORTRAIT)(THEATER)", "36A32(EIGHTEENTH AND NINETEENTH CENTURY PORTRAIT)", "37B232", "37B248", "45E04", "45E22", "45E24", "45F04", "48A244", "48A98211", "48A98701", "48C1511", "5161", "5162", "51C45", "59G14(GROUPED FIGURES PORTRAYED)", "72A023", "72A051", "72A433", "72A438", "97A23(COLLECTIVE EVENT)", "97A23(CONVENT)", "97A23(MUUSEUM EVENT)", "97A23(SPEECH)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 503, "gt_codes": ["22C4(GOLD)", "22C4(RED)", "25F23(LION)(+12)", "25F23(LION)(+154)", "25F23(LION)(+561)", "25H1", "44B191", "61D(BRITAIN)", "86(SIC PACEM HABEMUS)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adNorman\u00e8)\", \"49I22(Iron Age)\")]", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74L009"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74L009\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.02923076923076923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D3(DWARF)", "33E25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D3(DWARF)\", \"33E25\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.08813559322033898, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(PLANT)],"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(PLANT)],\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.02923076923076923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.026666666666666672, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D26(CROWN)", "37B23(LION AS SUPPORTER)", "48C92####(ARMOUR)", "48C149(LION)", "48C161(PARAMOUR)", "48C1AAA(LION AS SUPPORTER)", "74B34####(DECKED HEATR)", "75F30####(CANCEL)ATH CORS"], "valid_json": true, "hf1": 0.03619489559164733, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CROWN)\", \"37B23(LION AS SUPPORTER)\", \"48C92####(ARMOUR)\", \"48C149(LION)\", \"48C161(PARAMOUR)\", \"48C1AAA(LION AS SUPPORTER)\", \"74B34####(DECKED HEATR)\", \"75F30####(CANCEL)ATH CORS\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315(FOCUS UPPER LATERAL)", "48H511", "48O11"], "valid_json": true, "hf1": 0.039897698209718675, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315(FOCUS UPPER LATERAL)\", \"48H511\", \"48O11\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.015584774509369383, "best_hf1": 0.08813559322033898, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D26(CROWN)", "15B20", "16G97", "2E198", "2E199", "31D11", "31J8401", "31J8402", "31J8412", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A8", "33B1", "33C17", "33D1", "33D3(DWARF)", "33E25", "36A1621", "36A26", "37B23(LION AS SUPPORTER)", "48A125", "48A2185", "48A97002", "48C149(LION)", "48C1511", "48C161(PARAMOUR)", "48C1AAA(LION AS SUPPORTER)", "48C92####(ARMOUR)", "48G315(FOCUS UPPER LATERAL)", "48H511", "48O11", "74A12A", "74A12B", "74B34####(DECKED HEATR)", "74L009", "75F30####(CANCEL)ATH CORS", "9B104", "9B113", "9B113(PLANT)],", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 504, "gt_codes": ["25G4(STRAWBERRY)"], "greedy": {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 1.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"25G4(COLOCYNTHIS POMIFORMIS)\",\n \"25G4(COLOCYNTHIS PYRIFORMIS)\",\n \"25G4(ROUND FASHIONED BITTER GOURDE)\",\n \"25G4(PEARE FASHIONED BITTER GOURDE)\"\n ]\n}\n```"}, "samples": [{"codes": ["25G14(GROWING PLANT OR BUSH)", "49A22(MUNGLAN)", "49A23(VEGETABLE)", "49D34"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G14(GROWING PLANT OR BUSH)\", \"49A22(MUNGLAN)\", \"49A23(VEGETABLE)\", \"49D34\"], \"note\": \"This artwork appears to show a plant, possibly mungbean or similar, based on its leafy structure and seed pods.\"}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(PASSOVER FRIAR)]", "31A235"], "valid_json": true, "hf1": 0.9090909090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(PASSOVER FRIAR)]\", \"31A235\"]}", "finish": "stop"}, {"codes": ["25J0401", "25J0402", "25J0402"], "valid_json": true, "hf1": 0.38000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25J0401\", \"25J0402\", \"25J0402\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "90C16"], "valid_json": true, "hf1": 0.48857142857142855, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"90C16\"]}", "finish": "stop"}, {"codes": ["25G118", "25G74", "21A8", "25019"], "valid_json": true, "hf1": 0.49019999999999997, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G74\", \"21A8\", \"25019\"]}", "finish": "stop"}, {"codes": ["25G151", "21A4", "21D23(SQILLAN)],", "21F6", "13N713(DEUTSCH),", "13N714(DEUTSCHE),"], "valid_json": true, "hf1": 0.28873362445414846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G151\", \"21A4\", \"21D23(SQILLAN)],\", \"21F6\", \"13N713(DEUTSCH),\", \"13N714(DEUTSCHE),\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["25G4(CLOCOTA)", "25G4(GATHERING HAY)", "25G4(HAY SKIDS)", "25G4(THE GATHERERS)"], "valid_json": true, "hf1": 1.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CLOCOTA)\", \"25G4(GATHERING HAY)\", \"25G4(HAY SKIDS)\", \"25G4(THE GATHERERS)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E16(CANARIUMHERBACEUM)"], "valid_json": true, "hf1": 0.37999999999999995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E16(CANARIUMHERBACEUM)\"]}", "finish": "stop"}, {"codes": ["25G423", "25G15", "24D24", "24G41"], "valid_json": true, "hf1": 0.5472, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G423\", \"25G15\", \"24D24\", \"24G41\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G54(ELDERBERRY)\", \"25G54(AMBROSIA)\", \"21C11\", \"21C21\", \"21C11(QUIR)]\"}", "finish": "stop"}, {"codes": ["11G97", "11G99", "31A234", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"11G99\", \"31A234\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "23E12", "25F23"], "valid_json": true, "hf1": 0.25333333333333335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"25F23\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"25G4250,25G4259(####)**,11A02**\"", "finish": "stop"}, {"codes": ["25G218", "25F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.3402461538461538, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G218\", \"25F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.34108596558099835, "best_hf1": 1.0, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11E1515", "11E16(CANARIUMHERBACEUM)", "11E18", "11G97", "11G99", "13N713(DEUTSCH),", "13N714(DEUTSCHE),", "15A13", "20C33", "21A4", "21A8", "21B10", "21D23(SQILLAN)],", "21F6", "23E12", "24D24", "24G41", "25019", "25F23", "25F9", "25G118", "25G12", "25G14(GROWING PLANT OR BUSH)", "25G15", "25G151", "25G218", "25G4(CLOCOTA)", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(GATHERING HAY)", "25G4(HAY SKIDS)", "25G4(PASSOVER FRIAR)]", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(THE GATHERERS)", "25G423", "25G51", "25G53", "25G74", "25G98", "25J0401", "25J0402", "31A10", "31A12", "31A234", "31A235", "34E51", "39F4", "39H6", "48A244", "49A22(MUNGLAN)", "49A23(VEGETABLE)", "49D34", "51C45", "90C16"], "truncated": 0, "c_hf1_80": 2, "pass@1_hf1_80": 0.125, "pass@2_hf1_80": 0.2416666666666667, "pass@4_hf1_80": 0.44999999999999996, "pass@8_hf1_80": 0.7666666666666666, "pass@16_hf1_80": 1.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 505, "gt_codes": ["11C15", "31B11", "41A773", "41A777", "47I1421", "71F641", "71F655(+0)", "71F657"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.04444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adNormanmanuscript\u201d), \"59I19(Codex Manitillus)\u201d, \u201c68B51(Typographic Work)\u201d], \"naturalLanguageDescription\": \"This artwork is a page from a 14th-century manuscript of medieval religious works. The central image shows a biblical scene depicted in a stylized, flat manner with visible outlines and flat colors. It illustrates a Creation event as described in Genesis or similarly related scalar creation themes. The text surrounding the image uses Gothic script typical of the period. Decorative borders are present at the margins.\"}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "215B28(DONORATION)", "215A13(ACT OF RESTITUTION)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"215B28(DONORATION)\", \"215A13(ACT OF RESTITUTION)\"]}", "finish": "stop"}, {"codes": ["11J03011(Script)", "11K97(CARICATURE)", "11K63012(FORMATIVE ELEMENTS - Decorated page)", "11K97602(BIG INITIAL WINDOW)", "11K97601(INK)", "21J0(CUTOUT)", "21J27(FULL PAPER LEAF)", "31B00311(NREVOLAINTIER)", "31B06603(SUCCINCT)", "31H28(CODE)", "31L23777"], "valid_json": true, "hf1": 0.17998550374486588, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03011(Script)\", \"11K97(CARICATURE)\", \"11K63012(FORMATIVE ELEMENTS - Decorated page)\", \"11K97602(BIG INITIAL WINDOW)\", \"11K97601(INK)\", \"21J0(CUTOUT)\", \"21J27(FULL PAPER LEAF)\", \"31B00311(NREVOLAINTIER)\", \"31B06603(SUCCINCT)\", \"31H28(CODE)\", \"31L23777\"], \"text_language\": \"Latin\"}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ILLUMINATED MANUSCRIPT)\", \"24A19(DIARPAGME)\", \"24A26(AUXILIARY TEXT)\", \"24A27(L)],(KEY)\", \"24B22(REMEDIAL NOTE)\", \"512K149(CAT.]\",(ANDREW)]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "21H36", "21H413"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"21H36\", \"21H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.23110047846889953, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.08863636363636365, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["25H062(AQUATIC)", "25H08(AQUATIC FISH)", "25H08(AQUATIC FISH CARP)", "25H25(RAGGED),%20%20(BANK)", "19F21", "25H08(FISH CARP)"], "valid_json": true, "hf1": 0.028571428571428574, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(AQUATIC)\", \"25H08(AQUATIC FISH)\", \"25H08(AQUATIC FISH CARP)\", \"25H25(RAGGED),%20%20(BANK)\", \"19F21\", \"25H08(FISH CARP)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["11A023", "11A051", "48A43", "48A4411", "16D04", "18A10"], "valid_json": true, "hf1": 0.16387665198237886, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A023\", \"11A051\", \"48A43\", \"48A4411\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21C25"], "valid_json": true, "hf1": 0.03636363636363636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21C25\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.19009584664536738, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "13A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.1415690866510539, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.16837459634015073, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MIDI)", "41C149(LANGUAGE:GERMAN)", "41E102(SHIRT)", "55B25(DDRAWING BP)", "55B38(DDRAWING BRAIDED)", "56B49(DDRAWING CORSAGE)"], "valid_json": true, "hf1": 0.15974708171206226, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MIDI)\", \"41C149(LANGUAGE:GERMAN)\", \"41E102(SHIRT)\", \"55B25(DDRAWING BP)\", \"55B38(DDRAWING BRAIDED)\", \"56B49(DDRAWING CORSAGE)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "71A244"], "valid_json": true, "hf1": 0.19624203821656053, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"71A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10878516952079798, "best_hf1": 0.23110047846889953, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A023", "11A051", "11A218", "11A8", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H112", "11H118", "11H168", "11H24", "11H28", "11H743", "11J03011(Script)", "11K63012(FORMATIVE ELEMENTS - Decorated page)", "11K97(CARICATURE)", "11K97601(INK)", "11K97602(BIG INITIAL WINDOW)", "12F52(DIGRESSIVE)", "13A3701", "16D04", "16G97", "16I19", "18A10", "18B16", "18B20", "19F21", "1B104", "1B113", "215A13(ACT OF RESTITUTION)", "215B28(DONORATION)", "21C25", "21D32", "21H36", "21H413", "21J0(CUTOUT)", "21J27(FULL PAPER LEAF)", "22A107", "22B107", "22B114", "22B15", "22C32(BACKDROP OR SETTING)", "23F9", "25A1", "25H062(AQUATIC)", "25H08(AQUATIC FISH CARP)", "25H08(AQUATIC FISH)", "25H08(FISH CARP)", "25H25(RAGGED),%20%20(BANK)", "2E198", "2E199", "31A1002", "31A12", "31A43", "31B00311(NREVOLAINTIER)", "31B06603(SUCCINCT)", "31B15", "31C2", "31C26", "31D11", "31H28(CODE)", "31L23777", "32C4", "33A17", "33B1", "39A####(MIDI)", "41C149(LANGUAGE:GERMAN)", "41E102(SHIRT)", "47C1511", "48A125", "48A43", "48A4411", "5161", "5162", "51C45", "55B25(DDRAWING BP)", "55B38(DDRAWING BRAIDED)", "56B49(DDRAWING CORSAGE)", "71A244"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 506, "gt_codes": ["41A221", "41A33", "42F51"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKER)", "239C211(EARLY CAPITALIST)", "51A31(MAN)", "51A31(FORMAL PORTRAIT)", "242B101(MODEST HARNESS WORN)", "51E42(WINE GULLION)", "51E4216(DRINKING GULLION)", "211A33(HAT)", "51E51(Burst hair-cut(Tight, Stiff,Coiffed hair))"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKER)\", \"239C211(EARLY CAPITALIST)\", \"51A31(MAN)\", \"51A31(FORMAL PORTRAIT)\", \"242B101(MODEST HARNESS WORN)\", \"51E42(WINE GULLION)\", \"51E4216(DRINKING GULLION)\", \"211A33(HAT)\", \"51E51(Burst hair-cut(Tight, Stiff,Coiffed hair))\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B6", "30B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B6\", \"30B14\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H18", "32L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H18\", \"32L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A18", "31B9", "41A21", "54A114", "54F13", "57A30"], "valid_json": true, "hf1": 0.20371134020618556, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31B9\", \"41A21\", \"54A114\", \"54F13\", \"57A30\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.16385542168674697, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.11373493975903616, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["10720(33)", "11A103", "50A38"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720(33)\", \"11A103\", \"50A38\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.16170212765957448, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGERS)", "121D250,100,150,200", "121D2500", "121D260", "26H120", "26H122"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGERS)\", \"121D250,100,150,200\", \"121D2500\", \"121D260\", \"26H120\", \"26H122\"]}", "finish": "stop"}, {"codes": ["31A238", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.07945205479452057, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A238\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.045153492756628985, "best_hf1": 0.20371134020618556, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720(33)", "11A1", "11A103", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGERS)", "121D250,100,150,200", "121D2500", "121D260", "15B14(BANKER)", "16G97", "1B104", "1B113", "20F9", "211A33(HAT)", "21D25", "21D32", "239C211(EARLY CAPITALIST)", "242B101(MODEST HARNESS WORN)", "26H120", "26H122", "305B", "30A12A", "30A12B", "30A12C", "30B14", "30B3", "30B6", "31A0231", "31A0272", "31A18", "31A238", "31B9", "31F12", "31H24", "31H404", "31J84011", "31J88911", "32A1002", "32A107", "32A12", "32A195", "32B107", "32B114", "32B15", "32C1511", "32H18", "32L17", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "418A", "41A128", "41A21", "41B3", "44E51", "47I34", "48A244", "50A38", "5161", "5162", "51A31(FORMAL PORTRAIT)", "51A31(MAN)", "51C45", "51E42(WINE GULLION)", "51E4216(DRINKING GULLION)", "51E51(Burst hair-cut(Tight, Stiff,Coiffed hair))", "53A", "54A114", "54F13", "57A30", "59G14(GROUP)", "63A05", "81A08", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 507, "gt_codes": ["31A72", "31F2"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE DEVIL)", "59G13(GRUNGE ROD)", "59G16(GRUNGE TABLE)", "59G12(GRUNGE BED)", "48B101"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE DEVIL)\", \"59G13(GRUNGE ROD)\", \"59G16(GRUNGE TABLE)\", \"59G12(GRUNGE BED)\", \"48B101\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.2925, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84014", "31J88912", "73F12"], "valid_json": true, "hf1": 0.30400000000000005, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84014\", \"31J88912\", \"73F12\"]}", "finish": "stop"}, {"codes": ["24A12A(NUDE FEMALE FIGURE LACTATING)", "24A90(DRAWING)", "24A92(LINE DRAWING)", "24D810(FAMOUS PAINTING)", "24H20(DRAWING)", "512K149(DATUM", "514C197(BLAZE),"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(NUDE FEMALE FIGURE LACTATING)\", \"24A90(DRAWING)\", \"24A92(LINE DRAWING)\", \"24D810(FAMOUS PAINTING)\", \"24H20(DRAWING)\", \"512K149(DATUM\", \"514C197(BLAZE),\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.49, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.19648854961832063, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ANIMAL ICONOGRAPHY)"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ANIMAL ICONOGRAPHY)\"]}", "finish": "stop"}, {"codes": ["20C33", "31A103", "50A38"], "valid_json": true, "hf1": 0.2714285714285714, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A103\", \"50A38\"]}\n```", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "116A23", "25B25"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"116A23\",\n \"25B25\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489", "23A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10466779755934803, "best_hf1": 0.49, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["116A23", "11A1", "11A238", "11E12", "11E1515", "11E16", "11E162", "11E167", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H18", "11H413", "11H743", "12C489", "163A05", "16G97", "1B104", "1B113", "20C33", "23A45", "23F93", "24A12A(NUDE FEMALE FIGURE LACTATING)", "24A90(DRAWING)", "24A92(LINE DRAWING)", "24D810(FAMOUS PAINTING)", "24H20(DRAWING)", "25B25", "26C7", "28D32", "2E198", "2E199", "31A10", "31A100", "31A102", "31A103", "31A12", "31A26", "31D16", "31J84014", "31J88912", "32A107", "32A195", "32B107", "32B114", "32B15", "33D2", "36A1621", "36D1", "36D2", "36D3", "36D6", "44E51", "47C1511", "47I34", "48A1", "48A433", "48B101", "48B3", "50A38", "512K149(DATUM", "514C197(BLAZE),", "51B101", "51F13", "51G6", "51M5", "54A110", "59B105", "59G12(GRUNGE BED)", "59G13(GRUNGE ROD)", "59G14(GRUNGE FORM)", "59G16(GRUNGE TABLE)", "59G24(GRUNGE DEVIL)", "601A11", "72A023", "72A051", "73F12", "81A08", "99K4(ANIMAL ICONOGRAPHY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 508, "gt_codes": ["31A2421", "61B(+53)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10B117\", \"10B118\", \"10B119\", \"10B120\", \"10B121\", \"10B122\", \"10B123\", \"10B124\", \"10B125\", \"10B126\", \"10B127\", \"10B128\", \"10B129\", \"10B130\", \"10B131\", \"10B132\", \"10B133\", \"10B134\", \"10B135\", \"10B136\", \"10B137\", \"10B138\", \"10B139\", \"10B140\", \"10B141\", \"10B142\", \"10B143\", \"10B144\", \"10B145\", \"10B146\", \"10B147\", \"10B148\", \"10B149\", \"10B150\", \"10B151\", \"10B152\", \"10B153\", \"10B154\", \"10B155\", \"10B156\", \"10B157\", \"10B158\", \"10B159\", \"10B160\", \"10B161\", \"10B162\", \"10B163\", \"10B164\", \"10B165\", \"10B166\", \"10B167\", \"10B168\", \"10B169\", \"10B170\", \"10B171\", \"10B172\", \"10B173\", \"10B174\", \"10B175\", \"10B176\", \"10B177\", \"10B178\", \"10B179\", \"10B180\", \"10B181\", \"10B182\", \"10B183\", \"10B184\", \"10B185\", \"10B186\", \"10B187\", \"10B188\", \"10B189\", \"10B190\", \"10B191\", \"10B192\", \"10B193\", \"10B194\", \"10B195\", \"10B196\", \"10B197\", \"10B198\", \"10B199\", \"10B200\", \"10B201\", \"10B202\", \"10B203\", \"10B204\", \"10"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21641\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["24A12A", "24A12B", "33L009"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"24A12B\", \"33L009\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u4eba\u7269\u8096\u50cf\u7167\uff0c\u5177\u4f53\u4e3a\u4e00\u4e2a\u4eba\u7269\u7684\u534a\u8eab\u50cf\u3002\u6839\u636e\u5176\u5185\u5bb9\uff0c\u53ef\u4ee5\u5206\u7c7b\u4e3a\uff1a\\n\\n- **37P**: \u4eba\u50cf\u7167\u7247\uff0c\u7279\u522b\u662f\u534a\u8eab\u50cf\u3002\\n- **37L**: \u6587\u5b57\uff0c\u56e0\u4e3a\u56fe\u50cf\u4e0a\u6709\u7b7e\u540d\u3002\\n- **37J**: \u5176\u4ed6\u56fe\u50cf\uff0c\u8fd9\u91cc\u6307\u7b7e\u540d\u548c\u5370\u7ae0\u3002\\n- **37J**: \u5176\u4ed6\u56fe\u50cf\uff0c\u53ef\u80fd\u662f\u56fe\u50cf\u4e0a\u7684\u989d\u5916\u6807\u8bb0\u6216\u88c5\u9970\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.2937446808510638, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16.1.1", "25E25", "25E34", "25E51", "29F4", "31H6"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1.1\", \"25E25\", \"25E34\", \"25E51\", \"29F4\", \"31H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97001"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97001\"]}", "finish": "stop"}, {"codes": ["11.18", "11E12", "11F2", "11F4", "11F6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11.18\", \"11E12\", \"11F2\", \"11F4\", \"11F6\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12F52(BACKDROP OR LIGHT PANEL)", "19A####(MUGSHOT)", "19A####(CRIMINAL SCENE)", "19E####(PORTRAIT BOOKLET)", "19E####(DRAWING BP)", "19E####(DRAWING BP)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12F52(BACKDROP OR LIGHT PANEL)\", \"19A####(MUGSHOT)\", \"19A####(CRIMINAL SCENE)\", \"19E####(PORTRAIT BOOKLET)\", \"19E####(DRAWING BP)\", \"19E####(DRAWING BP)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C58"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C58\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04906439969604863, "best_hf1": 0.2937446808510638, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11.18", "11A218", "11E12", "11E1515", "11E162", "11E167", "11F2", "11F4", "11F6", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C58", "12F52(BACKDROP OR LIGHT PANEL)", "12F52(DIGRESSIVE)", "15B20", "16.1.1", "19A####(CRIMINAL SCENE)", "19A####(MUGSHOT)", "19E####(DRAWING BP)", "19E####(PORTRAIT BOOKLET)", "1B104", "1B113", "20F93", "24A12A", "24A12B", "25E25", "25E34", "25E51", "28D32", "29F4", "2E198", "2E199", "31A0231", "31A0272", "31D11", "31H6", "31J03", "32A107", "32B107", "32B114", "32B128", "32B15", "33A10", "33A12", "33B1", "33L009", "34A31", "41A128", "45E04", "45E22", "45E246", "47C1511", "48A97001", "51F13", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 509, "gt_codes": ["73D351"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30O4212"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30O4212\"]}", "finish": "stop"}, {"codes": ["24A12A(TEMPERATURA)", "24A33A(VIDEResizable)", "24B3B(QUILITA)", "24B5A(COLORE VERMIGNOLE)", "24C3B(RESTORE CUPSICHE)", "512K149"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPERATURA)\", \"24A33A(VIDEResizable)\", \"24B3B(QUILITA)\", \"24B5A(COLORE VERMIGNOLE)\", \"24C3B(RESTORE CUPSICHE)\", \"512K149\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D32", "33D17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D32\", \"33D17\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24J14", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24J14\", \"14G41\"]}", "finish": "stop"}, {"codes": ["4B104( Scaffold)", "4B105(FIRST KNEELING)", "4B106(FIRST KNOCKING)", "4B107(TWO CROSSBARS)", "4B108(THIRD CROSSBAR)", "4B109(TWO BODIES)", "4B110(THIRD BODY)", "4C31(S\u4e00\u4e2a\u6708\u5185)", "4C32(ISSUE X RECONSTRUCTION)", "4C33(LATER RECONSTRUCTION)", "10A416(Release date: 1600s)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104( Scaffold)\", \"4B105(FIRST KNEELING)\", \"4B106(FIRST KNOCKING)\", \"4B107(TWO CROSSBARS)\", \"4B108(THIRD CROSSBAR)\", \"4B109(TWO BODIES)\", \"4B110(THIRD BODY)\", \"4C31(S\u4e00\u4e2a\u6708\u5185)\", \"4C32(ISSUE X RECONSTRUCTION)\", \"4C33(LATER RECONSTRUCTION)\", \"10A416(Release date: 1600s)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138C301", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138C301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230", "121E59"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230\", \"121E59\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10720", "10A416(Release date: 1600s)", "11A1", "11A8", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D230", "121E59", "138C301", "14G41", "16G97", "24A12A(TEMPERATURA)", "24A33A(VIDEResizable)", "24B3B(QUILITA)", "24B5A(COLORE VERMIGNOLE)", "24C3B(RESTORE CUPSICHE)", "24J14", "2E198", "2E199", "305B28", "30O4212", "31D11", "31J8401", "31J8402", "32A107", "32A19", "32B107", "32B114", "32B15", "32C4", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A8", "33B1", "33C17", "33D1", "33D17", "33D32", "36A1621", "36A26", "40L115", "47C1511", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "4B104( Scaffold)", "4B105(FIRST KNEELING)", "4B106(FIRST KNOCKING)", "4B107(TWO CROSSBARS)", "4B108(THIRD CROSSBAR)", "4B109(TWO BODIES)", "4B110(THIRD BODY)", "4C31(S\u4e00\u4e2a\u6708\u5185)", "4C32(ISSUE X RECONSTRUCTION)", "4C33(LATER RECONSTRUCTION)", "512K149", "59G14(GRUNGE FORM)", "92L42"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 510, "gt_codes": ["11G", "41B311", "41C321", "48C24", "49L73"], "greedy": {"codes": ["10B11", "10B12", "10B13", "10B14", "10B15"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B12\",\n \"10B13\",\n \"10B14\",\n \"10B15\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREEHAND)", "59J11(EERIE)", "59J16(ANTHROPOID)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREEHAND)\", \"59J11(EERIE)\", \"59J16(ANTHROPOID)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.1579746835443038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A(TEMPER AQUARELA)", "24A13(WHITE GROUND)", "24A22(BRITAINE)", "24A24(CONTRE VERRE)", "25F03", "25F09"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPER AQUARELA)\", \"24A13(WHITE GROUND)\", \"24A22(BRITAINE)\", \"24A24(CONTRE VERRE)\", \"25F03\", \"25F09\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.3176119402985074, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": 1. **Context \u2013 Austrian art, 17/18th century (\u201cAustrian Sketch\u201d)**: The image style and composition are consistent with early 18th-century Austrian drawing tradition \u2014 sketchy, allegorical, religious theme, likely part of symmetrical pageTitle decorations. 2. **Subject matter \u2014 an Eucharistic/imperial arch:** There\u2019s a wine-chalice from which a cross rises with rays \u2014 definitely a Trinity or eucharistic imagery. 3. **Composition** \u2013 Cherubs/ Triumphal arch with pillars: The architectural framing, flanking pillars with bells, and figures surrounding an arch suggest a ceremonial or liturgical vanishing point. 4. **Style \u2013 drawing: graphite or black chalk on paper**; focuses on line, and expressive sketching. Given that, I assign **Iconclass codes** for: * **Architecture \u2013 Triumphal arch \u2013 religious/triumphant** 1423 * **Persons/Yellow figures \u2013 Cherub(s)** 752 * **Religious objects \u2013 Chalice/glory** 1717 * **Sketches \u2013 allegorical/panegyric** E505 * **Drawing medium/style \u2013 graphite chalk, Austrian** D210 (These codes span the main visual and contextual signaling for this Austrian sketch.)\")}; ). Note: This is an 18th-century Austrian sketch in the style of Joseph Hymen Hidalgo or similar artists, featuring a triumphal arch, cherubim, and elements of Eucharistic or imperial symbolism, all rendered in graphite or black chalk.\n<|", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.11692307692307692, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["42C140", "15E724", "43D14601"], "valid_json": true, "hf1": 0.1936660929432014, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"42C140\", \"15E724\", \"43D14601\"]}\n```", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(CHRIST THE SAVING)", "11M5"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(CHRIST THE SAVING)\", \"11M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "31A10", "55A1", "55E1", "91A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A10\", \"55A1\", \"55E1\", \"91A8\", \"32C4\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.3156923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59A105", "116A232", "51D5"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59A105\",\n \"116A232\",\n \"51D5\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["48A2181", "48G3151", "48F415", "48D1", "48A1121"], "valid_json": true, "hf1": 0.25686411149825783, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48G3151\", \"48F415\", \"48D1\", \"48A1121\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10406470270016784, "best_hf1": 0.3176119402985074, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["116A232", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "11M5", "15E724", "16G97", "20C33", "24A12A(TEMPER AQUARELA)", "24A13(WHITE GROUND)", "24A22(BRITAINE)", "24A24(CONTRE VERRE)", "25F03", "25F09", "2E198", "2E199", "31A10", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "32C4", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33C17", "33D2", "42C140", "43D14601", "45E04", "45E22", "45E24", "45F04", "48A1121", "48A125", "48A2181", "48C1511", "48D1", "48F415", "48G3151", "51B101", "51D5", "54A110", "55A1", "55E1", "59A105", "59G14(GRUNGE FORM)", "59G24(FREEHAND)", "59J11(EERIE)", "59J16(ANTHROPOID)", "91A8", "9B104", "9B113", "9B114(CHRIST THE SAVING)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 511, "gt_codes": ["73C864", "73C86463"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J88011", "31J88012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J88011\", \"31J88012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(HAIR)", "29B33A(ANIMAL DEFORMITIES)", "29B35A(CAWLDROP)", "29B35A(CARD)", "29B94005", "29B9401", "48A619"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"29B33A(ANIMAL DEFORMITIES)\", \"29B35A(CAWLDROP)\", \"29B35A(CARD)\", \"29B94005\", \"29B9401\", \"48A619\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DRESS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B63(DRESS)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05A31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANTING)", "9B112(COLD WATER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANTING)\", \"9B112(COLD WATER)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGING)", "12F5250(FORCED DIGGING)", "9A####(MERCURY)", "12F59(LABOR)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGING)\", \"12F5250(FORCED DIGGING)\", \"9A####(MERCURY)\", \"12F59(LABOR)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.15918367346938778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.009948979591836736, "best_hf1": 0.15918367346938778, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A1", "11A218", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGGING)", "12F5250(FORCED DIGGING)", "12F59(LABOR)", "15B20", "16G97", "23F9", "24A12A(LOCKS)", "24A20A(HAIR)", "25G98", "25G99", "29B33A(ANIMAL DEFORMITIES)", "29B35A(CARD)", "29B35A(CAWLDROP)", "29B94005", "29B9401", "31A27", "31D11", "31F12", "31H404", "31J88011", "31J88012", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B15", "33C17", "33C30", "36A16211", "37J", "37L", "37P33", "39B63(DRESS)", "47C1511", "48A28", "48A619", "48A98211", "48A98751", "48C40", "51C45", "59G14(GRUNGE FORM)", "73A244", "9A####(MERCURY)", "9B104", "9B112(COLD WATER)", "9B113", "9B114(PLANTING)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 512, "gt_codes": ["31A2422", "31D15:61BB", "41D221(VLEUGELMUTS)", "41D222(RUFF)", "41D2661", "61B(+52)"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21641\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.09047619047619047, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.23225806451612904, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["30A12", "30A21", "30A34", "30C16"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30A21\", \"30A34\", \"30C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.12116504854368933, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0975, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0971206225680934, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A235", "54E34", "52I515", "11A16"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"54E34\", \"52I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.30719687092568443, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.20461538461538464, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "12F52(BACKDROP OR LIGHT PANEL)", "19A####(HEAD OF FEMALE)", "19C93(BLACK AND WHITE PORTRAIT)", "22C21202(BLACK AND WHITE PORTRAIT)", "34B3815(BLACK AND WHITE PORTRAIT)"], "valid_json": true, "hf1": 0.04406779661016949, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"12F52(BACKDROP OR LIGHT PANEL)\", \"19A####(HEAD OF FEMALE)\", \"19C93(BLACK AND WHITE PORTRAIT)\", \"22C21202(BLACK AND WHITE PORTRAIT)\", \"34B3815(BLACK AND WHITE PORTRAIT)\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.2619558359621451, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11790292020677469, "best_hf1": 0.30719687092568443, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(BACKDROP OR LIGHT PANEL)", "12F52(DIGRESSIVE)", "15B20", "16G97", "19A####(HEAD OF FEMALE)", "19C93(BLACK AND WHITE PORTRAIT)", "1B104", "1B113", "20F9", "21D25", "21D32", "22C21202(BLACK AND WHITE PORTRAIT)", "305B", "30A12", "30A21", "30A34", "30C16", "31A023", "31A051", "31A235", "31B112", "31J03", "32A1002", "32A107", "32A12", "32A19", "32B107", "32B114", "32B15", "33A17", "34B3815(BLACK AND WHITE PORTRAIT)", "35B5", "36A1621", "36D1", "36D2", "36D3", "36D6", "38C30", "45E04", "45E22", "45E246", "48A1", "48A244", "48A28", "48A43", "48A441", "48B3", "48C1511", "48C40", "5161", "5162", "51C45", "52I515", "53A", "54E34", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 513, "gt_codes": ["23D43", "23T27(GEORGIAN)", "23T27(XIX)", "23T27(XVIII)", "31A235", "31A5341", "31B19", "31D1(+79)", "31D111", "31D112", "31D14", "31D15", "33A5", "41A17", "41A2", "41A711", "41A712", "41A721", "41A773", "41C11"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MATES)", "19C211(EATING)", "68B51(TABLE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MATES)\", \"19C211(EATING)\", \"68B51(TABLE)\"], \"iconclass-description\": [\"A group together, people forming one collective group, group portrait, large group of people of different ages\", \"Two or more people sitting together in a group around a central point, e.g. at a table, around a cradle.\", \"SCENE: INFORMATION scalar: 9.9 EATING at a table or during a cooking or food preparing episode.\", \"An indoor, close-up genre scene, with several people interacting, at a table.\"]})", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.2878073946689596, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212M63"], "valid_json": true, "hf1": 0.22812834224598932, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(19TH CENTURY)", "24A12A(BRUTALISM)", "24A12A(LACHAN FORWARDS)", "24A12A(PLAYERS)", "24B229(DANICHEWSKI)", "24D49"], "valid_json": true, "hf1": 0.06618705035971223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(19TH CENTURY)\", \"24A12A(BRUTALISM)\", \"24A12A(LACHAN FORWARDS)\", \"24A12A(PLAYERS)\", \"24B229(DANICHEWSKI)\", \"24D49\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07823529411764706, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.17921290322580644, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": 1. **Context Analysis:**\\n- The image displays an engraving of a family scene.\\n- A large, strong man sits at a table with several women and a child.\\n- He is wearing breeches, stockings, and a jacket, indicating symmetrical clothing.\\n- He is seated cross-legged on an angled chair, which is a specific type of seating.\\n\\n2. **Layer Identification:**\\n- **Level 1 (Level of visual):** An engraved illustration showing figures in an indoor setting.\\n- **Level 2 (Specific detail/style):** The image is a family portrait or scene, depicting symmetrical clothing and an angled chair.\\n- **Level 3 (Metaphorical or symbolic):** It represents domestic life, social order, and family dynamics.\\n\\n3. **Element Extraction:**\\n- **Object/Scene:** A family sitting indoors at a table.\\n- **Key feature 1:** A man in breeches and stockings (symmetrical clothing).\\n- **Key feature 2:** A woman in a dress.\\n- **Key feature 3:** A child standing and another seated.\\n- **Key feature 4:** An angled chair.\\n\\n4. **Combination and Formulation:**\\n- Based on the visual details, the relevant Iconclass codes (as mentioned in the reference analysis) would likely include representations for men's clothing, women's clothing, domestic interiors, and family activities.\"", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "11E1715", "33G11", "33G12", "90A13", "90B20", "11C11", "11F83", "11F11"], "valid_json": true, "hf1": 0.11318084345961402, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"11E1715\", \"33G11\", \"33G12\", \"90A13\", \"90B20\", \"11C11\", \"11F83\", \"11F11\"], \"title\": [\"flask\", \"blender\"], \"description\": \"An 18th-century engraving depicting a family scene. A woman pours from a flask into a glass held by a seated man, with women and a child nearby, showcasing domestic life.\", \"icon_class\": [\"90B20\", \"90A13\", \"11E1615\", \"11E1515\", \"11F83\", \"25G99\", \"11C11\", \"11F11\", \"33G11\", \"33G12\"]}", "finish": "stop"}, {"codes": ["92L42", "30L165", "24J24", "14G41"], "valid_json": true, "hf1": 0.11189427312775331, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L165\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(ROUND TABLE)", "9B117"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(ROUND TABLE)\", \"9B117\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4", "92H6"], "valid_json": true, "hf1": 0.0931424265259985, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4\", \"92H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.29675136497270055, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.1233601841196778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["124D2(DIGGING)", "124D230(FORCEDORE)", "19A####(MUG)", "21C149(LANGUAGE)", "21C161(PARAMOUR)", "21C1AAA(BEVAMING)", "21C1CC4(POISON)", "48C515"], "valid_json": true, "hf1": 0.1128476821192053, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D2(DIGGING)\", \"124D230(FORCEDORE)\", \"19A####(MUG)\", \"21C149(LANGUAGE)\", \"21C161(PARAMOUR)\", \"21C1AAA(BEVAMING)\", \"21C1CC4(POISON)\", \"48C515\"]}", "finish": "stop"}, {"codes": ["11A218", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.1018014705882353, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11203432684570622, "best_hf1": 0.29675136497270055, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11C11", "11E12", "11E1515", "11E1615", "11E1715", "11E18", "11F11", "11F16", "11F2", "11F83", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "124D2(DIGGING)", "124D230(FORCEDORE)", "14G41", "15B14(BANK MATES)", "15B20", "16G97", "19A####(MUG)", "19B220", "19C211(EATING)", "20F9", "212M63", "21C149(LANGUAGE)", "21C161(PARAMOUR)", "21C1AAA(BEVAMING)", "21C1CC4(POISON)", "24A12A(19TH CENTURY)", "24A12A(BRUTALISM)", "24A12A(LACHAN FORWARDS)", "24A12A(PLAYERS)", "24B229(DANICHEWSKI)", "24D49", "24J24", "25G98", "25G99", "30L165", "31D11", "31D16", "31J84", "32A107", "32A195", "32B107", "32B114", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "33G11", "33G12", "41B1", "41B3", "45E84", "47C1511", "47I34", "48A244", "48C515", "51C45", "59G14(GROUP)", "68B51(TABLE)", "73A", "90A13", "90B20", "92E51", "92F4", "92H6", "92L42", "9B104", "9B113", "9B114(ROUND TABLE)", "9B117", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 514, "gt_codes": ["86(GEBRECHEN MACHT KUNSTREICH)", "25I1", "61E(WISMAR)", "95A(ERICHTHONIUS)", "31A4153", "46C1422", "31A4", "55BB1", "52A42"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(Germany)", "59P40(Wisbaden)", "59C211(European map)", "59C163(Castle)", "59C161(Fort)", "212B24(Fortification of medieval city walls)", "213C18(Port entrance)", "213C17(Bay)", "216F14(Inland Carriage)"], "valid_json": true, "hf1": 0.09776819923371649, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany)\", \"59P40(Wisbaden)\", \"59C211(European map)\", \"59C163(Castle)\", \"59C161(Fort)\", \"212B24(Fortification of medieval city walls)\", \"213C18(Port entrance)\", \"213C17(Bay)\", \"216F14(Inland Carriage)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.12324324324324326, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A235"], "valid_json": true, "hf1": 0.19441860465116276, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A235\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A) (LACE)", "24A12A(LOCKS) (24A12AB)"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A) (LACE)\", \"24A12A(LOCKS) (24A12AB)\"]}}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.03636363636363636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0690909090909091, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(AQUATIC REALMS)(RIVER)(REACH)\", \"36A133(FALL OFF 36A16)\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05A31"], "valid_json": true, "hf1": 0.19171171171171172, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A12", "163A", "31A11"], "valid_json": true, "hf1": 0.21257724463831335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A12\", \"163A\", \"31A11\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(21STC)", "1B116(20THC)", "25C101(STRUT)", "25C103(WALKL)", "25F102(DREW)", "25F103(BERTWIN)"], "valid_json": true, "hf1": 0.07069767441860465, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(21STC)\", \"1B116(20THC)\", \"25C101(STRUT)\", \"25C103(WALKL)\", \"25F102(DREW)\", \"25F103(BERTWIN)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.06819672131147542, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.1067312348668281, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0304, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "59A####(MAGNIFICENT BUILDING)", "93A25(LANDSCAPE)", "102C2(CONSTRAAACTIONS, CROWS, ARCHITECTURAL)"], "valid_json": true, "hf1": 0.09702127659574468, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"59A####(MAGNIFICENT BUILDING)\", \"93A25(LANDSCAPE)\", \"102C2(CONSTRAAACTIONS, CROWS, ARCHITECTURAL)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.11005903187721372, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09039246800015997, "best_hf1": 0.21257724463831335, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "102C2(CONSTRAAACTIONS, CROWS, ARCHITECTURAL)", "11A1", "11A218", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "15B20", "163A", "16G97", "1B104(19THC)", "1B116(20THC)", "1B204(21STC)", "212B24(Fortification of medieval city walls)", 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0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 515, "gt_codes": ["41C26131", "41C68"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", 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"{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250(FORCED DIGGING)\", \"43A41(House)\", \"43A49(Latent Crooked)\", \"43E10(Farm Building)\", \"43E12(Old Abandoned House)\", \"44B3815(Beggar travelling)\", \"44B42(Director of Work)\", \"44H150(Culture)\", \"44X7223(Landscape Containing)\", \"53T243(People Ordering and})\", \"61H17(International Traditional)\", \"61H19(International Traditional Landscape)\", \"61H1901(International Traditional Landscape of Mountains)\", \"61H29(15th to\"))}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "41A244"], "valid_json": true, "hf1": 0.21642567018683997, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"41A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1147493020776992, "best_hf1": 0.3381856540084388, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10720", "11A1", "11A156(ROOM WITH DRAWING)", "11A218", "11C42", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "13B24", "13D14", "16G97", "1B104", "1B113", "21D32", "23F9", "24A12A(INTERIOR VIEW)", "24A33A(ROOM)", "24A34A(HOUSE)", "24A34W(BUILDING WITH WINDOWS)", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A51213", "31D112", "31D168", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32B5", "32C2", "32C26", "33A17", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "38A8", "38C40", "38L301", "41A128", "41A244", "41B1", "41B3", "43C1511", "43D75(GROUNDS)", "43D94(FREE LANDSCAPE)", "51C45", "51F13", "51G6", "51M5", "59G14(GRUNGE FORM)", "59G24(FROM 2022)", "60A3", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 527, "gt_codes": ["25F26(HARE)", "25F38(PARTRIDGE)", "34B11", "34B12", "43C113"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G3(GRUNGE FORM)", "59G1(GRUNGE FORM)", "23A42410", "30D383"], "valid_json": true, "hf1": 0.07999999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G3(GRUNGE FORM)\", \"59G1(GRUNGE FORM)\", \"23A42410\", \"30D383\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.11294117647058823, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J83", "453H4", "19B220", "212M631", "240O3", "455C2"], "valid_json": true, "hf1": 0.17799814643188133, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"453H4\", \"19B220\", \"212M631\", \"240O3\", \"455C2\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(HAIR)", "24A33A(HEAD)", "24A36(FACE)", "24D81(EYE BROW)", "24E34(NAIL)", "24F35(NOTHING)", "92L1", "92L41"], "valid_json": true, "hf1": 0.10488038277511963, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"24A33A(HEAD)\", \"24A36(FACE)\", \"24D81(EYE BROW)\", \"24E34(NAIL)\", \"24F35(NOTHING)\", \"92L1\", \"92L41\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.21714285714285714, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"dog, hound, hunting scene\". }", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A16211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u63cf\u7ed8\u91ce\u72d7\u7684\u7248\u753b\u3002\u753b\u9762\u4e2d\u4e2d\u592e\u6709\u4e00\u53ea\u91ce\u72d7\u4f4d\u4e8e\u4ea4\u6613\u7684\u5173\u952e\u4f4d\u7f6e\uff0c\u5468\u56f4\u8fd8\u6709\u5176\u4ed6\u52a8\u7269\u548c\u4eba\u7269\uff0c\u4ea4\u4ee3\u4e86\u5176\u6765\u6e90\u3002\", \"ink_class\": \"15\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.14545454545454545, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24J24", "14601"], "valid_json": true, "hf1": 0.10909090909090911, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24J24\", \"14601\"]}", "finish": "stop"}, {"codes": ["4B104(Animals).", "4B128(Dogs).", "4B113(Animals)."], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104(Animals).\", \"4B128(Dogs).\", \"4B113(Animals).\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ANIMALS)"], "valid_json": true, "hf1": 0.11400000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ANIMALS)\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.11345454545454545, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"most_relevant_priority\": [\"20C33\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "418A", "41B32"], "valid_json": true, "hf1": 0.04470588235294118, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"418A\", \"41B32\"]}", "finish": "stop"}, {"codes": ["121D2(DIGG)", "37K23(GIFFSEE, NOOD)", "159A####(BEAST)", "21C149(LITTLE DOG)"], "valid_json": true, "hf1": 0.12000000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGG)\", \"37K23(GIFFSEE, NOOD)\", \"159A####(BEAST)\", \"21C149(LITTLE DOG)\"]}", "finish": "stop"}, {"codes": ["41A218", "41A93", "42C589", "42D45"], "valid_json": true, "hf1": 0.06638297872340426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41A93\", \"42C589\", \"42D45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09183654732688282, "best_hf1": 0.21714285714285714, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGG)", "14601", "159A####(BEAST)", "16G97", "19B220", "20C33", "212M631", "21C149(LITTLE DOG)", "21L103", "23A42410", "240O3", "24A12A(LOCKS)", "24A20A(HAIR)", "24A33A(HEAD)", "24A36(FACE)", "24D81(EYE BROW)", "24E34(NAIL)", "24F35(NOTHING)", "24J24", "25G98", "25G99", "30D383", "31J83", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "37K23(GIFFSEE, NOOD)", "40L115", "418A", "41A218", "41A93", "41B32", "42C589", "42D45", "43C1511", "44E51", "453H4", "455C2", "47I34", "4B104(Animals).", "4B113(Animals).", "4B128(Dogs).", "59G1(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G3(GRUNGE FORM)", "92L1", "92L41", "92L42", "99K4(ANIMALS)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 528, "gt_codes": ["11P311", "11P31131", "11Q71455", "92I71181"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"90C1A(QUARTZ)\", \"90G1A(DIAMOND SHAWL)\", \"92L75(GEMSTONES)\", \"92L94(SOFT CARBON)]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.2878411910669975, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DIM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B63(DIM)\"]}", "finish": "stop"}, {"codes": ["21A18", "21B9", "41A21", "54A114", "54F13", "57A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"41A21\", \"54A114\", \"54F13\", \"57A30\"]}", "finish": "stop"}, {"codes": ["92L42", "30B115", "24D24", "14G41"], "valid_json": true, "hf1": 0.178125, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30B115\", \"24D24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104(19THCENTILITY)", "28C32(slerve)(conv)(eye)(alembic)", "72C12(perfume)(alembic)", "5H172(17)", "5H174(17)", "73E67_1(upright)(muscular)"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THCENTILITY)\", \"28C32(slerve)(conv)(eye)(alembic)\", \"72C12(perfume)(alembic)\", \"5H172(17)\", \"5H174(17)\", \"73E67_1(upright)(muscular)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.05181818181818182, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A370", "48A28", "32C40"], "valid_json": true, "hf1": 0.05181818181818182, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A370\", \"48A28\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.27804878048780485, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MAGICAL HORN)", "14F31(DOOR)", "31E10(FRAMING)", "31E11(FRAME)", "44CC4738"], "valid_json": true, "hf1": 0.07862068965517242, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MAGICAL HORN)\", \"14F31(DOOR)\", \"31E10(FRAMING)\", \"31E11(FRAME)\", \"44CC4738\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.14871794871794874, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08381187334776795, "best_hf1": 0.2878411910669975, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H166", "11H168", "11H24", "11H28", "11H743", "12F52(DIGRESSIVE)", "14F31(DOOR)", "14G41", "15B20", "16G97", "21A18", "21B9", "22C32(BACKDROP OR SETTING)", "23F9", "24D24", "28C32(slerve)(conv)(eye)(alembic)", "30B115", "31A132", "31A51213", "31A781", "31D11", "31D16", "31E10(FRAMING)", "31E11(FRAME)", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "32C40", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33C17", "36A16211", "37J", "37L", "37P33", "39A####(MAGICAL HORN)", "39B63(DIM)", "41A21", "44CC4738", "48A28", "48A98211", "48A98751", "48C1511", "51C45", "54A114", "54F13", "57A30", "59G14(GRUNGE FORM)", "5H172(17)", "5H174(17)", "60A3", "72C12(perfume)(alembic)", "73A244", "73A370", "73E67_1(upright)(muscular)", "92L42", "9B104(19THCENTILITY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 529, "gt_codes": ["25G41(ERYSIMUM CHEIRI)", "25G41(ROSE)", "25G41(TULIP)", "25G41(WALLFLOWER)", "41A671", "41A774"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11"}, "samples": [{"codes": ["59G14(GROUPED FORMS)", "59G49(RED FLOWERS)", "59J38(VASE)", "59J38(VASE)", "59U11(FLOWER)", "59U11(FLOWER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FORMS)\", \"59G49(RED FLOWERS)\", \"59J38(VASE)\", \"59J38(VASE)\", \"59U11(FLOWER)\", \"59U11(FLOWER)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31F238\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.09468599033816426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["24A12A(FLORILEGIUM)", "24A12A(BRUTALE FLORILEGIUM)", "24C0(FLOWER)", "24D8(TULIP)", "25F03(FLOWER PIECE)", "9200501"], "valid_json": true, "hf1": 0.2241545893719807, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(FLORILEGIUM)\", \"24A12A(BRUTALE FLORILEGIUM)\", \"24C0(FLOWER)\", \"24D8(TULIP)\", \"25F03(FLOWER PIECE)\", \"9200501\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05A31"], "valid_json": true, "hf1": 0.26666666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A023", "31A251", "44A43", "44A441"], "valid_json": true, "hf1": 0.07918781725888324, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A251\", \"44A43\", \"44A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.05333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31A212", "35B5", "38L30", "41K28", "42C4"], "valid_json": true, "hf1": 0.1085714285714286, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31A212\", \"35B5\", \"38L30\", \"41K28\", \"42C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41A1", "41B3"], "valid_json": true, "hf1": 0.15833333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41A1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52", "13T37", "32B5", "32B8"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"13T37\", \"32B5\", \"32B8\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12962750716332377, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07441004162731962, "best_hf1": 0.26666666666666666, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52", "13T37", "15B20", "16G97", "1B104", "1B113", "21D32", "23F9", "24A12A(BRUTALE FLORILEGIUM)", "24A12A(FLORILEGIUM)", "24C0(FLOWER)", "24D8(TULIP)", "25F03(FLOWER PIECE)", "25G18", "25G93", "31A023", "31A1002", "31A12", "31A212", "31A235", "31A251", "31F238", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32B5", "32B8", "32C2", "32C26", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "38L30", "41A1", "41B3", "41K28", "42C4", "44A43", "44A441", "45E04", "45E22", "45E246", "45E406", "45E512", "47C1511", "48A244", "51C45", "51F13", "51G6", "51M5", "59G14(GROUPED FORMS)", "59G49(RED FLOWERS)", "59J38(VASE)", "59U11(FLOWER)", "9200501"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 530, "gt_codes": ["25G21(LEMON)", "25G21(POMEGRANATE)", "25G41(ROSE)", "41A774", "41C323", "41C653(LEMON)", "47I4223"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\","}, "samples": [{"codes": ["59G14(GROUPED OBJECTS)", "59G49(RICE)", "59G11(EAR OF MAIZE)", "59G37(M \u043f\u043e\u0437\u0438\u0446\u0438\u044e)", "59U11(FRUIT)", "59Q24(FLOWER)", "14P17(DINE CLASH)", "14P23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED OBJECTS)\", \"59G49(RICE)\", \"59G11(EAR OF MAIZE)\", \"59G37(M \u043f\u043e\u0437\u0438\u0446\u0438\u044e)\", \"59U11(FRUIT)\", \"59Q24(FLOWER)\", \"14P17(DINE CLASH)\", \"14P23\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.13348275862068965, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["34A12A(LOCKS)", "34B26A(FEMALE)", "39B33A(LOOSE)", "39C0(FEMALE)", "39D8(FEMALE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12A(LOCKS)\", \"34B26A(FEMALE)\", \"39B33A(LOOSE)\", \"39C0(FEMALE)\", \"39D8(FEMALE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.10476190476190476, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(AQUARIUS)", "36A163", "36A168", "36B3(DOLP)", "36E25(RAGAS)", "36E51(BAT)", "36E52", "36E53"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(AQUARIUS)\", \"36A163\", \"36A168\", \"36B3(DOLP)\", \"36E25(RAGAS)\", \"36E51(BAT)\", \"36E52\", \"36E53\"]}", "finish": "stop"}, {"codes": ["31A235", "19E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"19E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.13886462882096068, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "25C101(paper)", "25C102(paper)", "25C103(paper)", "25C104(paper)", "25C105(paper)"], "valid_json": true, "hf1": 0.19322033898305085, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B216(21STC)\", \"25C101(paper)\", \"25C102(paper)\", \"25C103(paper)\", \"25C104(paper)\", \"25C105(paper)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.13818181818181816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12984088127294982, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05239702066508587, "best_hf1": 0.19322033898305085, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DRAWING)", "12I515", "14P17(DINE CLASH)", "14P23", "15B20", "16G97", "19E34", "1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "23F9", "25C101(paper)", "25C102(paper)", "25C103(paper)", "25C104(paper)", "25C105(paper)", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31D11", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33B1", "34A12A(LOCKS)", "34A31", "34B26A(FEMALE)", "36A162(AQUARIUS)", "36A163", "36A168", "36B3(DOLP)", "36E25(RAGAS)", "36E51(BAT)", "36E52", "36E53", "37B232", "37B248", "39B33A(LOOSE)", "39C0(FEMALE)", "39D8(FEMALE)", "41A128", "41B1", "41B3", "43C1511", "45E04", "45E22", "45E246", "45E406", "45E512", "48A244", "51C45", "59G11(EAR OF MAIZE)", "59G14(GROUPED OBJECTS)", "59G37(M \u043f\u043e\u0437\u0438\u0446\u0438\u044e)", "59G49(RICE)", "59Q24(FLOWER)", "59U11(FRUIT)", "63A05", "73A", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 531, "gt_codes": ["11F4", "11F4112", "11F723", "25G41(LILY)", "25H", "31A2421", "41A4231", "41D221", "73", "73B64"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.08769230769230771, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68B51637", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68B51637\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.033928571428571426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "21B4631", "24D63", "45E12"], "valid_json": true, "hf1": 0.1956030150753769, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"21B4631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["24A12A(PIANO FORTE)", "24A12A(BAND EAU BELLE)", "24A12A(PIANO FORWURDEN)", "24A12A(PIANO FORCLAVARD)", "24A12A(PIANO Forwatenden)", "24A12A(Piano)]"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(PIANO FORTE)\", \"24A12A(BAND EAU BELLE)\", \"24A12A(PIANO FORWURDEN)\", \"24A12A(PIANO FORCLAVARD)\", \"24A12A(PIANO Forwatenden)\", \"24A12A(Piano)]\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.1795058517555267, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.21523394994559303, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.10883720930232557, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.03636363636363636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.197639653815893, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.21207443142660232, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.1104424778761062, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["12G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720", "31B112", "35B5", "38L301", "38A8", "38A9"], "valid_json": true, "hf1": 0.133, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31B112\", \"35B5\", \"38L301\", \"38A8\", \"38A9\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.3192148760330578, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26", "33A22", "250E11", "159A####"], "valid_json": true, "hf1": 0.18687022900763356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26\", \"33A22\", \"250E11\", \"159A####\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.19522407170294495, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14349017097737685, "best_hf1": 0.3192148760330578, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10720", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D26", "12G97", "159A####", "19B220", "1B104", "1B113", "21B4631", "21D25", "21D32", "23F9", "24A12A(BAND EAU BELLE)", "24A12A(PIANO FORCLAVARD)", "24A12A(PIANO FORTE)", "24A12A(PIANO FORWURDEN)", "24A12A(PIANO Forwatenden)", "24A12A(Piano)]", "24D63", "250E11", "2E198", "2E199", "305B", "31A0231", "31A0272", "31A1002", "31A12", "31B112", "31J84", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33A22", "34A31", "35B5", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "38A8", "38A9", "38L301", "41A128", "41B1", "41B3", "45E12", "45E84", "47C1511", "48A244", "5161", "5162", "51C45", "53A", "59C21113", "59G14011", "59P40407", "63A05", "68A", "68B51637", "68C42", "68C44", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 532, "gt_codes": ["11F4", "11F41", "11F715", "25G41(VIOLET)", "25H", "31A2422", "61B(+53)"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.047499999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68B51637", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.04536082474226805, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68B51637\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.046341463414634146, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30C009", "30C022"], "valid_json": true, "hf1": 0.047499999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30C009\", \"30C022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.2371859296482412, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.1753846153846154, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.14952076677316295, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.33792000000000005, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.158, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.13590192644483365, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(PIQUET STONE)"], "valid_json": true, "hf1": 0.09127659574468086, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(PIQUET STONE)\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.07858942065491184, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.29105858170606375, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(CV)", "37B232", "37B248"], "valid_json": true, "hf1": 0.14021978021978024, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CV)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C4894", "25H5"], "valid_json": true, "hf1": 0.3706616257088847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C4894\", \"25H5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.15083644180647596, "best_hf1": 0.3706616257088847, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11E34", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CV)", "12C4894", "12I515", "16G97", "1B104", "1B113", "20C33", "20F93", "21B10", "21D25", "21D32", "25H5", "305B", "30A129", "30A147", "30C009", "30C022", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31J03", "32A107", "32A195", "32B107", "32B114", "32B15", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "37B232", "37B248", "41A128", "41B1", "41B3", "44E51", "45E04", "45E22", "45E246", "45E406", "45E512", "47C1511", "47I34", "5161", "5162", "53A", "55A13", "59C21113", "59G14011", "59P40407", "63A05", "68A", "68B51637", "68C42", "68C44", "81A08", "99K4(PIQUET STONE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 533, "gt_codes": ["31A231", "31A2422", "61B(+53)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.11196622436670688, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.10558011049723756, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["32J01", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32J01\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B", "30B2", "30B5"], "valid_json": true, "hf1": 0.11142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B\", \"30B2\", \"30B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.2091170431211499, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.11142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A162(ACTIVE)", "36A18(ACTIF)", "36A38(inactive 36A16)"], "valid_json": true, "hf1": 0.11115479115479115, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(ACTIVE)\", \"36A18(ACTIF)\", \"36A38(inactive 36A16)\"]}", "finish": "stop"}, {"codes": ["30A181", "30E14", "32I515", "11A16"], "valid_json": true, "hf1": 0.10203991130820399, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E14\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.29980370774263904, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["1HB39", "1E2", "1E53"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1HB39\", \"1E2\", \"1E53\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.1418181818181818, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.09842271293375394, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A2(PORTRAIT CLASSICAL)\", \"11A12(CABINET)\", \"11A14(PRINT)\", \"11A14(HEAD)\", \"21F17(DRESS)\", \"46C2(FAMILY)]\"}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0891190445340132, "best_hf1": 0.29980370774263904, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12F52(DRAWING)", "15B20", "1B104", "1B113", "1E2", "1E53", "1HB39", "21D25", "21D32", "305B", "30A12A", "30A12B", "30A12C", "30A181", "30B", "30B2", "30B5", "30C1511", "30E14", "31A0231", "31A0272", "31B112", "31H24", "31H28", "31L17", "32A1002", "32A107", "32A12", "32B107", "32B114", "32B15", "32I515", "32J01", "33A4", "34A31", "35B5", "36A162(ACTIVE)", "36A18(ACTIF)", "36A38(inactive 36A16)", "37B232", "37B248", "38C30", "41A128", "45E04", "45E22", "45E24", "45F04", "48A125", "48A28", "48C40", "5161", "5162", "53A", "59A14011", "59A14411", "59C21111", "59C42", "63A05", "6K15163", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 534, "gt_codes": ["81(Anonymus,Wolfdietrich)", "46C514"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(Germanic-\u00adNormanman)", "49I22(MUNICH)", "11A156(15THCENTury)", "33E4", "33E42", "12B24"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adNormanman)\", \"49I22(MUNICH)\", \"11A156(15THCENTury)\", \"33E4\", \"33E42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J0401", "31J0402", "31J0412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J0401\", \"31J0402\", \"31J0412\"]}", "finish": "stop"}, {"codes": ["24A12A(ILLUMINATED MANUSCRIPT)", "31A235(DICTA)", "31A236(ACTA)", "31D16(Illustrated Bible)", "48E42290", "48E42294"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ILLUMINATED MANUSCRIPT)\", \"31A235(DICTA)\", \"31A236(ACTA)\", \"31D16(Illustrated Bible)\", \"48E42290\", \"48E42294\"]}", "finish": "stop"}, {"codes": ["21H118", "21H74", "21H80", "21H93", "25E23", "25E73"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21H118\", \"21H74\", \"21H80\", \"21H93\", \"25E23\", \"25E73\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["25H062(AQUATIC)", "25H08(AQUATIC FISH)", "25H08(AQUATIC BUG)", "25H08(AQUATIC WORM)", "25H08(AQUATIC CRUSTACEAN)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(AQUATIC)\", \"25H08(AQUATIC FISH)\", \"25H08(AQUATIC BUG)\", \"25H08(AQUATIC WORM)\", \"25H08(AQUATIC CRUSTACEAN)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "11E1715", "33G11", "33G12", "90A13", "90B20", "11C11", "11D83", "11D10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"11E1715\", \"33G11\", \"33G12\", \"90A13\", \"90B20\", \"11C11\", \"11D83\", \"11D10\"], \"cartesian_point_identification\": \"The image displays an illuminated manuscript page featuring Gothic script and multiple colorful illustrations. The page is open, showing two sides of the text and artwork. This style and content are consistent with medieval religious or classical texts, where illustrations often included figures like angels, biblical scenes, or classical subjects.\\n\\nThe illustration in the left-hand image depicts a figure with a halo and wings, perched on top of a stone archway. This figure is identifiable as an angel. The archway resembles a classical structure, potentially a triumphal arch or gate.\\n\\nIn the center-right, another illustration shows a larger, more human-like figure, seemingly in a classical pose, wearing laurel foliage which often denotes victory or honor in classical imagery.\\n\\nThese elements\u2014Gothic script, haloed winged figure (angel), and classical-style human figure\u2014all point towards a manuscript illuminated in medieval times, potentially related to religious or classical themes. These align closely with the provided codes.\\n\\nSummary of likely codes:\\n* **11E1515**: Natural history, including insects, etc.\\n* **11E1615**: The part of a plant, including flower and leaf.\\n* **11E1715**: Animal, providing a clue.\\n* **33G11**: Animal, including bird and reptile.\\n* **33G12**: Biologically inaccurate or unusual features.\\n* **90A13**: Historical event, including battle and siege.\\n* **90B20**: Military event, including fortification and siege.\\n* **11C11**: Manuscript, including illuminated page and bifolium.\\n* **11D83**: Personification, including abstract concepts.\\n* **11D10**: Holy person, including saint and martyr.\\n\\n**Most relevant codes for this artwork include:**\\n* **11C11**: Manuscript, including illuminated page and bifolium\\n* **90A13**: Historical event, including battle and siege\\n* **11D10**: Holy person, including saint and martyr\\n* **11E1715**: Animal, providing a clue\\n* **33G11**: Animal, including bird and reptile\\n* **33G12**: Biologically inaccurate or unusual features\\n* **11D83**: Personification, including abstract concepts\\n* **11D10**: Holy person, including saint and martyr\\n* **90B20**: Military event, including fortification and siege\\n\\nThese codes cover the main elements of the artwork, including the manuscript genre, the figures depicted, and potential themes. The angel, the classical-style figure, and the Gothic script are all addressed. The codes selected are the most relevant and confident based on the visual evidence.\"}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(13THCENTILITY)", "21D322", "2113(CHRIST THEMESSIANS)", "22C2901", "22C317"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(13THCENTILITY)\", \"21D322\", \"2113(CHRIST THEMESSIANS)\", \"22C2901\", \"22C317\"]}", "finish": "stop"}, {"codes": ["16G97", "17A19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"17A19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULEWOG)", "22C42####(MUGEL)", "22C49(LANCETO)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULEWOG)\", \"22C42####(MUGEL)\", \"22C49(LANCETO)\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.01896875, "best_hf1": 0.07600000000000001, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A156(15THCENTury)", "11A238", "11C11", "11D10", "11D83", "11E1515", "11E1615", "11E1715", "11E18", "11H24", "11H28", "12B24", "12F52(DIGRESSIVE)", "15A13", "16G97", "17A19", "1B104(13THCENTILITY)", "20C33", "2113(CHRIST THEMESSIANS)", "21B10", "21D322", "21H118", "21H74", "21H80", "21H93", "22A107", "22C2901", "22C317", "22C32(BULEWOG)", "22C42####(MUGEL)", "22C49(LANCETO)", "23E12", "23F9", "24A12A(ILLUMINATED MANUSCRIPT)", "25E23", "25E73", "25G98", "25G99", "25H062(AQUATIC)", "25H08(AQUATIC BUG)", "25H08(AQUATIC CRUSTACEAN)", "25H08(AQUATIC FISH)", "25H08(AQUATIC WORM)", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A235(DICTA)", "31A236(ACTA)", "31A43", "31B15", "31C2", "31C26", "31D16(Illustrated Bible)", "31J0401", "31J0402", "31J0412", "33A17", "33E4", "33E42", "33G11", "33G12", "34A31", "35B2", "35C7", "41A128", "48A244", "48C1511", "48E42290", "48E42294", "49I22(MUNICH)", "51C45", "52A9", "59G14(Germanic-\u00adNormanman)", "630E", "631A", "90A13", "90B20"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 535, "gt_codes": ["47I15(SCYTHE)"], "greedy": {"codes": ["20B11", "20B11", "20B11", "20B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B11\", \"20B11\", \"20B11\"]}"}, "samples": [{"codes": ["59114(Germanic-\u00ad\u2010Art\u00e8rln),", "59122(OEOP-\u00ad\u2010Geophet),", "63B13(ARCHA", "63C42", "63C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(Germanic-\u00ad\u2010Art\u00e8rln),\", \"59122(OEOP-\u00ad\u2010Geophet),\", \"63B13(ARCHA\", \"63C42\", \"63C44\"]}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "215B28(DIETRICHEV)/FRAGS(AEPSTULICHE FRAGS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"215B28(DIETRICHEV)/FRAGS(AEPSTULICHE FRAGS)\"]}", "finish": "stop"}, {"codes": ["11J03011(Script)", "11K97(TYPEWRITTEN TEXT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03011(Script)\", \"11K97(TYPEWRITTEN TEXT)\"], \"title\": \"1540 Simon Gropper: Spichte mit Leonhard. Mendern: Simon Gropper. Reprint: Augsburg 1494, Stuttgart, 2013\"}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(PORE)", "90C1A(BOOKLET, BILLYHEAD)", "90D14(CONTAINING THE BIBLE OR A BIBLICAL TEXT)", "90D1400501"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"90C1A(BOOKLET, BILLYHEAD)\", \"90D14(CONTAINING THE BIBLE OR A BIBLICAL TEXT)\", \"90D1400501\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C1724\"], \"iconclass-pattern\": \"medieval devo/comms bibl\tppb\"}", "finish": "stop"}, {"codes": ["25H062(Antoine_DE_Sainte_Catherine)", "25L05(DES NOMBRES)", "33D3(DIMENSIONS)", "33E25(RADIOCARBON)", "511A0601"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(Antoine_DE_Sainte_Catherine)\", \"25L05(DES NOMBRES)\", \"33D3(DIMENSIONS)\", \"33E25(RADIOCARBON)\", \"511A0601\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J491"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J491\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "2113(10TH-15THC)", "2113(14THC-15THC)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"2113(10TH-15THC)\", \"2113(14THC-15THC)\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19", "31A234", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\", \"31A234\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3301", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "20F93", "12C48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"20F93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.02111111111111111, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A238", "11A8", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "11J03011(Script)", "11K97(TYPEWRITTEN TEXT)", "12C48", "12F52(DIGRESSIVE)", "13A3301", "15B20", "16G17", "16G19", "1B104(19THCENTILITY)", "20F93", "2113(10TH-15THC)", "2113(14THC-15THC)", "2113(16THC-17THCENSITY)", "215B28(DIETRICHEV)/FRAGS(AEPSTULICHE FRAGS)", "21D322", "22A107", "22B107", "22B114", "22B15", "22B159", "22C3250", "24A12A(LOCKS)", "24A20A(PORE)", "25G9818", "25H062(Antoine_DE_Sainte_Catherine)", "25L05(DES NOMBRES)", "31A234", "31D11", "32C4", "33B1", "33D3(DIMENSIONS)", "33E25(RADIOCARBON)", "34E51", "39F4", "39H6", "48A1", "48B3", "48C1511", "49J491", "511A0601", "59114(Germanic-\u00ad\u2010Art\u00e8rln),", "59122(OEOP-\u00ad\u2010Geophet),", "63B13(ARCHA", "63C42", "63C44", "90C1A(BOOKLET, BILLYHEAD)", "90D14(CONTAINING THE BIBLE OR A BIBLICAL TEXT)", "90D1400501"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 536, "gt_codes": ["83(OVID, Metamorphoses)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "59G11(BIODATA/ECOLOGY)", "63B13(ARCHAEOLOGICAL DIGGING)", "52C23(FISHING)", "51C30", "53C18"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS)\", \"59G11(BIODATA/ECOLOGY)\", \"63B13(ARCHAEOLOGICAL DIGGING)\", \"52C23(FISHING)\", \"51C30\", \"53C18\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011(SERENITY)],", "31J207"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011(SERENITY)],\", \"31J207\"]}", "finish": "stop"}, {"codes": ["24A12A(TEMPERANCE)", "24A33A(LOYALTY)", "24B3B(AMOROUS LOVE)", "24B19D(PRAYER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPERANCE)\", \"24A33A(LOYALTY)\", \"24B3B(AMOROUS LOVE)\", \"24B19D(PRAYER)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(CHRIST THE FATHER)\", \"11M5\", \"11M510(SILVER)]\"}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4(ANIMAL WROUGHT)", "92F63"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4(ANIMAL WROUGHT)\", \"92F63\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(OIL PIPIT)", "149A1(DIPLOMETIC EMPLOYEE)", "22C262025(PARALLI)", "22C3473815(BATRACASTER)", "22C49(Director Or CORS)", "22C156(CORPS OF ELITE)", "22C36132(DIPLOMETIC EMPLOYEE)", "22C8(ARMY OR POLITICS)", 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ORGAN, BARLEY, RICE,ERS]]\"}", "finish": "stop"}, {"codes": ["41A218", "43F9", "51C45", "41A216"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"43F9\", \"51C45\", \"41A216\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.007916666666666666, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["10720", "11A1", "11A16", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H166", "11H168", "11H24", "11H28", "11H743", "122I515", "16G97", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A132", "31A781", "31D11", "31D16", "31J84", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D63", "36D7", "41A128", "41A216", "41A218", "41B1", "41B3", "43A04", "43A3", "43C13", "43C32", "43F13", "43F9", "45E820", "45E84", "45E96", 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false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.07999999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.06129032258064515, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.15554545454545454, "code_recall": 0.0, 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"{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10", "33A26", "33A28", "33A29"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\", \"33A26\", \"33A28\", \"33A29\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4eba\u7269\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u7a7f\u774019\u4e16\u7eaa\u98ce\u683c\u7684\u670d\u88c5\uff0c\u5305\u62ec\u6df1\u8272\u5927\u8863\u3001\u767d\u8272\u886c\u886b\u548c\u9886\u7ed3\u3002\u753b\u4f5c\u88c5\u5728\u91d1\u8272\u753b\u6846\u4e2d\uff0c\u80cc\u666f\u4e3a\u6df1\u8272\uff0c\u7a81\u663e\u4eba\u7269\u5f62\u8c61\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5206\u7c7b\u7406\u7531\u548c\u56fe\u6807\u5bf9\u5e94\u5173\u7cfb\uff1a1. **\u4eba\u7269\u8096\u50cf (Portrait)**: - \u56fe\u6807\u4ee3\u7801\uff1a`37L` - \u8fd9\u662f\u6700\u76f4\u63a5\u7684\u5206\u7c7b\uff0c\u56e0\u4e3a\u56fe\u50cf\u660e\u663e\u662f\u4e00\u5e45\u4eba\u7269\u8096\u50cf\u753b\u30022. **\u5386\u53f2\u6216\u73b0\u4ee3\u4eba\u7269 (Historical or Modern Person)**: - \u56fe\u6807\u4ee3\u7801\uff1a`37J` - \u4eba\u7269\u7684\u670d\u88c5\u548c\u6574\u4f53\u98ce\u683c\u663e\u7136\u5c5e\u4e8e19\u4e16\u7eaa\u6216\u73b0\u4ee3\u5386\u53f2\u65f6\u671f\uff0c\u56e0\u6b64\u8fd9\u4e2a\u5206\u7c7b\u975e\u5e38\u9002\u5408\u30023. **\u5355\u72ec\u7684\u8096\u50cf (Portrait)**: - \u56fe\u6807\u4ee3\u7801\uff1a`36A06211` - \u8fd9\u5e45\u753b\u5c3d\u7ba1\u91c7\u7528\u4e86\u6b63\u5f0f\u7684\u6784\u56fe\uff0c\u4f46\u4ec5\u663e\u793a\u4e00\u4e2a\u4eba\u7684\u8096\u50cf\uff0c\u6ca1\u6709\u5176\u4ed6\u4eba\u7269\u6216\u573a\u666f\u5143\u7d20\u3002\u8fd9\u79cd\u5206\u7c7b\u80fd\u51c6\u786e\u5730\u63cf\u8ff0\u56fe\u50cf\u7684\u4e3b\u9898\u30024. **\u672a\u6807\u8bb0\u8096\u50cf (Portrait)**: - \u867d\u7136\u5177\u4f53\u7684\u753b\u5bb6\u53ef\u80fd\u672a\u77e5\uff0c\u4f46\u8fd9\u526f\u753b\u65e0\u7591\u662f\u8096\u50cf\u753b\u7c7b\u578b\u7684\u4e00\u4e2a\u5b9e\u4f8b\uff0c\u5c5e\u4e8e\u201c\u672a\u6807\u8bb0\u8096\u50cf\u201d\u8fd9\u4e00\u66f4\u5e7f\u6cdb\u5206\u7c7b\u30025. **\u8096\u50cf\u753b\u7d20\u6750 (Portrait Art)**: - \u56fe\u6807\u4ee3\u7801\uff1a`37P` - \u867d\u7136\u4e3b\u8981\u5173\u6ce8\u7684\u662f\u4eba\u7269\u672c\u8eab\uff0c\u4f46\u8fd9\u5e45\u753b\u7684\u5185\u5bb9\u5c5e\u4e8e\u8bbe\u8ba1\u548c\u827a\u672f\u521b\u4f5c\u7684\u4e00\u90e8\u5206\uff0c\u56e0\u6b64\u8fd9\u4e2a\u5206\u7c7b\u7ed9\u4e88\u4e86\u4e00\u5b9a\u7684\u8865\u5145\u6027\u3002\u901a\u8fc7\u8fd9\u4e9b\u8be6\u7ec6\u7684\u5206\u6790\uff0c\u6211\u4eec\u53ef\u4ee5\u786e\u5b9a\u56fe\u50cf\u7684\u6b63\u786e\u5206\u7c7b\u4e3a\uff1a`37L`, `37J`, `36A06211`, `37P`\u3002\u8fd9\u4e9b\u56fe\u6807\u51c6\u786e\u5730\u53cd\u6620\u4e86\u56fe\u50cf\u7684\u4e3b\u8981\u5185\u5bb9\u548c\u98ce\u683c\u7279\u5f81\u3002", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.21958993476234853, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L301", "38A8", "38A9"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L301\", \"38A8\", \"38A9\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07013319484961587, "best_hf1": 0.21958993476234853, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A218", "11E12", "11E18", "11E34", "11F16", "11F2", "11H(FRANCIS)", "11H001", "11H068", "11H118", "11H36", "11H413", "11H743", "12B24", "12F52(DRAWING)", "12I515", "15B20", "16G97", "1B104", "1B113", "20F9", "21D25", "21D32", "305B", "30A12A", "30A12B", "30L009", "30L022", "31A023", "31A051", "31A235", "31B112", "31J03", "32A10", "32A107", "32A12", "32A19", "32B107", "32B114", "32B15", "33A26", "33A28", "33A29", "33A4", "35B5", "37B232", "37B248", "38A8", "38A9", "38L301", "45E04", "45E22", "45E24", "45F04", "48A125", "48A244", "48A43", "48A441", "48C1511", "5161", "5162", "51C45", "53A", "59A14011", "59A14411", "59C21111", "59C42", "6K15163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 539, "gt_codes": ["47I421"], "greedy": {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\"]}"}, "samples": [{"codes": ["29G14(GRUNGE FORM)", "29G14(GRUNGE FORM)", "29G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"29G14(GRUNGE FORM)\", \"29G14(GRUNGE FORM)\", \"29G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["25G4(CAULIFLOWER)", "25G4(CABBAGE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CAULIFLOWER)\", \"25G4(CABBAGE)\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "20B42"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"20B42\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "90C16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"90C16\"]}", "finish": "stop"}, {"codes": ["25G118", "25G743", "25G112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G743\", \"25G112\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["25H062(AQUATIC PLANT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(AQUATIC PLANT)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "05A32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"05A32\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(22ARSHA)", "1B216(26SHI)", "25C101(ARK 05)", "25C102(ARK 05)", "25C103(ARK 05)", "25C104(ARK 05)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(22ARSHA)\", \"1B216(26SHI)\", \"25C101(ARK 05)\", \"25C102(ARK 05)\", \"25C103(ARK 05)\", \"25C104(ARK 05)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.008571428571428574, "best_hf1": 0.08000000000000002, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A238", "11E1515", "11E152", "11E157", "11E18", "11H24", "11H28", "12F52(DIGRESSIVE)", "13A3", "15B20", "16G97", "1B104(19THC)", "1B204(22ARSHA)", "1B216(26SHI)", "20B42", "22B159", "22C3250", "23E12", "23F9", "25C101(ARK 05)", "25C102(ARK 05)", "25C103(ARK 05)", "25C104(ARK 05)", "25C1511", "25G112", "25G118", "25G12", "25G4(CABBAGE)", "25G4(CAULIFLOWER)", "25G51", "25G53", "25G743", "25G98", "25H062(AQUATIC PLANT)", "29G14(GRUNGE FORM)", "31A0231", "31A0272", "31A10", "31A12", "31A235", "31D11", "31J8401", "31J8402", "32A19", "33A17", "33B1", "34A31", "41A128", "48A244", "51C45", "630E", "631A", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 540, "gt_codes": ["31A2421", "31D13", "61B(+52)"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.15492227979274611, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59G14(GROUPED FIGURES PORTRAYED)", "37A239(CARPET)", "37B6(ROOM WITH DRAWING-ROOM FA\u00c7ADE)", "31A164(PORTRAIT WITH PERSON EFFECTED BY HAND)", "11C17", "37M8"], "valid_json": true, "hf1": 0.2375, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES PORTRAYED)\", \"37A239(CARPET)\", \"37B6(ROOM WITH DRAWING-ROOM FA\u00c7ADE)\", \"31A164(PORTRAIT WITH PERSON EFFECTED BY HAND)\", \"11C17\", \"37M8\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.14344827586206896, "code_recall": 0.0, 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"36A27(dispersive),36A283(is_&_dispersive),36B200(is_&_dispersive)", "39A####(MIDI)", "41A128", "41C149(LANGUAGE: LATE)", "41E102(SHIRT)", "45E84", "47C1511", "48A244", "48B1", "4F12", "5161", "5162", "51C45", "51K149", "52B32", "55B25(DDRAWING LARGE)", "55B38(DDRAWING)", "59G14(GRUNGE FORM)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 547, "gt_codes": ["46A14", "46C13141(+75247)", "46C1411", "46C1422", "46C1442"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A12A(LOCKS AROUND)", "24A12A(LOCKS IN)", "24A12A(TRIBUNAL FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A12A(LOCKS AROUND)\", \"24A12A(LOCKS IN)\", \"24A12A(TRIBUNAL FORM)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.07967479674796749, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["8S50", "8S3", "7J", "8J3", "8J5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"8S50\", \"8S3\", \"7J\", \"8J3\", \"8J5\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGING)", "12F52(BUCKETS OR SPADDOCKS)", "24A150", "24C93", "54C3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGING)\", \"12F52(BUCKETS OR SPADDOCKS)\", \"24A150\", \"24C93\", \"54C3\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.010257452574525747, "best_hf1": 0.08444444444444445, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(BUCKETS OR SPADDOCKS)", "12F52(DIGGING)", "15B20", "16G97", "16I19", "1B104", "1B113", "21D32", "23F9", "24A12A(LOCKS AROUND)", "24A12A(LOCKS IN)", "24A12A(LOCKS)", "24A12A(TRIBUNAL FORM)", "24A150", "24C93", "27A107", "2E198", "2E199", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31A43", "31B15", "31C2", "31C26", "31D11", "31J84011", "31J88911", "33A17", "33B1", "35B2", "35C7", "41B1", "41B3", "47C1511", "51C45", "51F13", "52A9", "54C3", "59G14(GRUNGE FORM)", "73A", "73A244", "73F12", "7J", "8J3", "8J5", "8S3", "8S50"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 548, "gt_codes": ["49L17", "49M413", "49M3", "49L12(N)"], "greedy": {"codes": ["25E01", "25E02", "25E03", "25E04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25E01\", \"25E02\", \"25E03\", \"25E04\"]}"}, "samples": [{"codes": ["59114(Germanic-\u00adNorman\u00e8 Anglo-Norman \u00e8 Anglo-Saxon)", "25E113", "681C163", "33E4", "31C42", "12B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(Germanic-\u00adNorman\u00e8 Anglo-Norman \u00e8 Anglo-Saxon)\", \"25E113\", \"681C163\", \"33E4\", \"31C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "215B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"215B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "21B06"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"21B06\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A16A(FEMALE)\", \"24A23A(HEAD)\", \"24A30(FEMALE)\", \"24D810(FEMALE)], \"note\": \"Typographic Code: FfType\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(Antoine_DE_Sainte-Palaye)\", \"25H062(Philippe_jet_du_Boton)\", \"25H062(Jean_Bouvet)\", \"25H062(Magier)\", \"25H062(Captureur)\", \"25H062(Chasseur_of_the_gpde_des_m pageTitle)\", \"25H062(Garde_du_corps_du_jadis_des_gouv_gde_m_me_companie_du_roi)\", \"25H062(Georges_de_la_Motte-Houdancourt)\", \"25H062(Frederic_LECOLLET_de_Fresne)\", \"25H062(Ambroise_lesperance_de_la_Boissiere)\", \"25H062(Thomas_edelheyr)\", \"25H062(Jacob_Gilibert)\", \"25H062(Jean_de_Guillemardeg)\", \"25H062(Pierre_lopezdarocque)\", \"25H062(Antoine_Auclair_colbert)\", \"25H062(Amitour_de_la_Palud)\", \"25H062(Henri_de_Haucourt)\", \"25H062(Angelo_de_Vicque_sacques)\", \"25H062(Algas_de_la_Suancee)\", \"25H062(Moult_de_Boargy)\", \"25H062(Luiz_de_Magny)\", \"25H062(De_h_Violaud_de_Le_Bel)\", \"25H062(Ont_Taubugu_de_Atrou)\", \"25H062(Antoine_de_las_Tilesse)\", \"25H062(Toussaint_de_la_Berry)\", \"25H062(Gambini_en_de_la_Lipa)\", \"25H062(Edouard_de_kerquer)\", \"25H062(ARRIvall_dune)\", \"25H062(Gabbette_expedio_atteurs)\", \"25H062(Beauvain_de_las)\", \"25H062(Jeannot_de_Bletaquer)\", \"25H062(Jean_Campagnac)\", \"25H062(Louis_de_lelaurens)\", \"25H062(Francois_de_nault)\", \"25H062(Elise_de_la_liali)\", \"25H062(Bernard_de_Belleval)\", \"25H062(Adrien_de_Velldron)\", \"25H062(Philibert_de_voisen_duc)\", \"25H062(Paul_de_la dame)\", \"25H062(Louis_de_la_crete)\", \"25H062(Paul_de_la_crete_de_la_meille),saint\", \"25H062(Gustave_de_kerquer)\", \"25H062(Jean_parf_usage)\", \"25H062(Guillaume_teremare)\", \"25H062(Pierre_de_l_drawdau)],saint\", \"25H062(Alphonse_de_la_mont_fer)\", \"25H062(Bill_temporethan_Robert)\", \"25", "finish": "length"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G9\", \"41A2\", \"15A21\"], \"iconclass-interpretation\": \"1. **Manuscript page with text**: The image shows a detailed view of a manuscript page filled with handwritten or printed text, labeled 'De Rerechtscheckie Veeles'estinge van de dyckbet' in Dutch, indicating a legal or historical document.\\n2. **Acta (Proceedings or Records)**: The content appears to be from legal or historical proceedings, as suggested by the title and the formal, structured layout of the text.\\n3. **Handwritten or Printed Text**: The text is written in a formal script, typical of historical documents or legal records.\\n4. **Legal or Official Record**: The intricate details and formal layout suggest that this is an official record or legal document. This classification is suitable for the document's formal and legal nature. Additionally, the presence of the word 'acta' in the document title reinforces this classification. Given the context and content, the most relevant iconclass codes for this artwork are: 1. **25G18** (Manuscript page with text) 2. **25G9** (Acta, proceedings or records) 3. **41A2** (Handwritten or printed text) 4. **15A21** (Legal or official record) These codes represent a combination of the visual characteristics (manuscript page, legal document, document title) and the content (acta, handwritten or printed text, legal record) of the document. This classification ensures a comprehensive description of the document.\n", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "25C101(1B05)", "25C102(1B05)", "25C103(1B05)", "25C104(1C01)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B216(21STC)\", \"25C101(1B05)\", \"25C102(1B05)\", \"25C103(1B05)\", \"25C104(1C01)\"]}", "finish": "stop"}, {"codes": ["16G97", "17A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"17A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "41A24"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"41A24\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0178656462585034, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 13, "union_codes": ["11A218", "11E18", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12F52(DIGRESSIVE)", "13A3", "15B20", "16G97", "17A19", "19B220", "1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "215B", "21B06", "22A107", "22B107", "22B114", "22B15", "22B159", "22C3250", "23E12", "23F9", "25C101(1B05)", "25C102(1B05)", "25C103(1B05)", "25C104(1C01)", "25E113", "31A235", "31C42", "31D11", "31J03", "33A10", "33A12", "33B1", "33E4", "41A24", "45E04", "47C1511", "51C45", "53A", "59114(Germanic-\u00adNorman\u00e8 Anglo-Norman \u00e8 Anglo-Saxon)", "681C163"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 549, "gt_codes": ["25H11", "47I21", "47I221"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n \"31B10\",\n \"31B11\",\n \"31B12\",\n \"31B13\"\n]\n```"}, "samples": [{"codes": ["39G14(GOAT)", "39P40(SHEEP)", "39C211(EAR OF GOAT)", "31A30(LANDSCAPE WITH Ridgeline)", "42B212(A LOTTERY MACHINE)", "42B213(LOTTERY MACHINE)", "42B214(LOTTERY MACHINE)", "42B215(LOTTERY MACHINE)", "42B216(LOTTERY MACHINE)"], "valid_json": true, "hf1": 0.11981566820276497, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"39G14(GOAT)\", \"39P40(SHEEP)\", \"39C211(EAR OF GOAT)\", \"31A30(LANDSCAPE WITH Ridgeline)\", \"42B212(A LOTTERY MACHINE)\", \"42B213(LOTTERY MACHINE)\", \"42B214(LOTTERY MACHINE)\", \"42B215(LOTTERY MACHINE)\", \"42B216(LOTTERY MACHINE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E82", "45E2"], "valid_json": true, "hf1": 0.13819819819819823, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E82\", \"45E2\"]}", "finish": "stop"}, {"codes": ["30A12", "31C51", "33C34", "33C36", "33C37", "33W51", "41C4", "75L6"], "valid_json": true, "hf1": 0.04000000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"31C51\", \"33C34\", \"33C36\", \"33C37\", \"33W51\", \"41C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H28", "32L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H28\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D63", "36D7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D63\", \"36D7\"]}", "finish": "stop"}, {"codes": ["31A18", "31A93", "31A1515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31A93\", \"31A1515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.053061224489795916, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "32C13", "32C32", "32F13", "32G67", "32G89", "32G05", "32G17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"32C13\", \"32C32\", \"32F13\", \"32G67\", \"32G89\", \"32G05\", \"32G17\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(ANIMALS LOADING)", "45A63"], "valid_json": true, "hf1": 0.11304347826086956, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(ANIMALS LOADING)\", \"45A63\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "15A13"], "valid_json": true, "hf1": 0.08888888888888888, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["31E18", "31E12", "31E2", "31E16", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31E18\", \"31E12\", \"31E2\", \"31E16\", \"31A181\"]}", "finish": "stop"}, {"codes": ["121D26(CATTLE)", "37B232(SHEEP OR GOATS)", "39A241(LANDSCAPE)", "149A185(LANDSCAPE, INDIVIDUAL LANDMARK)", "20AAA5(People)", "20B1(SHELF\u755c\u7267\u6216\u517b\u6b96\u573a\u4e2d\u7684\u4eba\u548c\u52a8\u7269)", "20B104(\u653e\u7267\u7684\u65e5)", "20H156(CROPS OR VEGETABLES)"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CATTLE)\", \"37B232(SHEEP OR GOATS)\", \"39A241(LANDSCAPE)\", \"149A185(LANDSCAPE, INDIVIDUAL LANDMARK)\", \"20AAA5(People)\", \"20B1(SHELF\u755c\u7267\u6216\u517b\u6b96\u573a\u4e2d\u7684\u4eba\u548c\u52a8\u7269)\", \"20B104(\u653e\u7267\u7684\u65e5)\", \"20H156(CROPS OR VEGETABLES)\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "43A244"], "valid_json": true, "hf1": 0.12962750716332377, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"43A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04741468532524008, "best_hf1": 0.13819819819819823, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11H112", "11H118", "11H166", "11H168", "11H743", "121D26(CATTLE)", "149A185(LANDSCAPE, INDIVIDUAL LANDMARK)", "15A13", "16G97", "20AAA5(People)", "20B1(SHELF\u755c\u7267\u6216\u517b\u6b96\u573a\u4e2d\u7684\u4eba\u548c\u52a8\u7269)", "20B104(\u653e\u7267\u7684\u65e5)", "20C33", "20H156(CROPS OR VEGETABLES)", "21L10", "23F9", "30A12", "30F238", "31A0231", "31A0272", "31A1002", "31A12", "31A132", "31A1515", "31A18", "31A181", "31A235", "31A30(LANDSCAPE WITH Ridgeline)", "31A781", "31A93", "31C51", "31E12", "31E16", "31E18", "31E2", "31H24", "31J84", "32A04", "32A107", "32A195", "32B107", "32B114", "32B15", "32C13", "32C1511", "32C32", "32F13", "32G05", "32G17", "32G67", "32G89", "32H28", "32L17", "33C34", "33C36", "33C37", "33W51", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D63", "36D7", "37B232(SHEEP OR GOATS)", "39A241(LANDSCAPE)", "39C211(EAR OF GOAT)", "39G14(GOAT)", "39P40(SHEEP)", "41A128", "41C4", "42B212(A LOTTERY MACHINE)", "42B213(LOTTERY MACHINE)", "42B214(LOTTERY MACHINE)", "42B215(LOTTERY MACHINE)", "42B216(LOTTERY MACHINE)", "43A244", "44E51", "45A63", "45E2", "45E82", "45E84", "46I34", "51C45", "63A05", "75L6", "81A08", "99K4(ANIMALS LOADING)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 550, "gt_codes": ["49L17", "49M413", "49M3", "49L12(Z)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "59G11(BIODRESS)", "59G63(CANTILEVER)", "59G1(FORM)", "21B17(MAGELA)", "18C17(DIATLET)", "16A23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS)\", \"59G11(BIODRESS)\", \"59G63(CANTILEVER)\", \"59G1(FORM)\", \"21B17(MAGELA)\", \"18C17(DIATLET)\", \"16A23\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["11J03", "11E04", "19B22", "22G2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03\", \"11E04\", \"19B22\", \"22G2\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H74", "11H8", "18B19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H74\", \"11H8\", \"18B19\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["25H06211", "31D16", "33C16", "33C23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H06211\", \"31D16\", \"33C16\", \"33C23\"]}", "finish": "stop"}, {"codes": ["21A18", "21B9", "48A21", "54A114", "54F17", "57A30"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"48A21\", \"54A114\", \"54F17\", \"57A30\"]}", "finish": "stop"}, {"codes": ["11A023", "11A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.1327731092436975, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A023\", \"11A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G17", "16G19", "31A234", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"16G19\", \"31A234\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.05682656826568266, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C325(I,II)\", \"22C42####(O)}}\"}\n\n", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.020158374004920203, "best_hf1": 0.1327731092436975, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10D14", "11A023", "11A051", "11A218", "11E04", "11E12", "11E18", "11F2", "11H(FRANCIS)", "11H118", "11H24", "11H28", "11H74", "11H8", "11J03", "12C48", "13A3", "16A23", "16G17", "16G19", "18B16", "18B19", "18B20", "18C17(DIATLET)", "19B22", "1B104", "1B113", "20F93", "21A18", "21B17(MAGELA)", "21B9", "21D32", "22A107", "22G2", "24A12A", "24A26", "25A1", "25H06211", "31A234", "31D11", "31D16", "33A10", "33A12", "33B1", "33C16", "33C23", "34E51", "35B2", "35C7", "39F4", "39H6", "48A125", "48A21", "48A43", "48A441", "48C1511", "51613", "52A9", "54A114", "54F17", "57A30", "59G1(FORM)", "59G11(BIODRESS)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "59G63(CANTILEVER)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 551, "gt_codes": ["49M3"], "greedy": {"codes": ["10B11", "10B111", "10B112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\"\n ]\n}\n```"}, "samples": [{"codes": ["59114(Germany-heraldic-emblems)", "97A23(Coat-of-arms)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(Germany-heraldic-emblems)\", \"97A23(Coat-of-arms)\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["48J8401", "38C23", "38C47"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48J8401\", \"38C23\", \"38C47\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["48A98211", "37J", "37L", "37P"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A98211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \"This coat of arms depicts Austrian heraldic features: The tied wreath with tied ends and a decorative floral motif. The shield is dominated by vertical striation (tire vert) and a diagonal band of patrie color, typical for Austrian arms. The overall layout\u2014 symmetrical arrangement with a prominent shield and decorative border\u2014 is characteristic of formal heraldic design. These elements point directly to an Austrian coat of arms.\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["4B104(ARMORY)", "4B104(HERALDIC SHIELD)", "41C(PLANT)", "41C(FLOWER)", "41C(ROD IID)", "41C(VINE CASE)"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104(ARMORY)\", \"4B104(HERALDIC SHIELD)\", \"41C(PLANT)\", \"41C(FLOWER)\", \"41C(ROD IID)\", \"41C(VINE CASE)\"]}", "finish": "stop"}, {"codes": ["11G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A9791", "48A9793"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A9791\", \"48A9793\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["121D26(COALENCE)", "122B5", "122E59"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COALENCE)\", \"122B5\", \"122E59\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05125099206349207, "best_hf1": 0.19000000000000003, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10D14", "11A1", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11G97", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D26(COALENCE)", "122B5", "122E59", "15B20", "24A12A", "24A26", "25G98", "25G99", "27A107", "31D11", "32A19", "33A10", "33A12", "33A17", "33B1", "35B2", "35C7", "37J", "37L", "37P", "38C23", "38C47", "41C(FLOWER)", "41C(PLANT)", "41C(ROD IID)", "41C(VINE CASE)", "48A2185", "48A9791", "48A9793", "48A98211", "48A98751", "48C1511", "48G315", "48J8401", "4B104(ARMORY)", "4B104(HERALDIC SHIELD)", "52A9", "59114(Germany-heraldic-emblems)", "97A23(Coat-of-arms)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 552, "gt_codes": ["73B24(+0)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOP)", "15O13(FLOOR)", "15I34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15I34\"], \"note\": \"This artwork appears to be a woodcut or engraving depicting a 'Group of men and women and children' seated and standing around in a natural setting, with animals nearby. The grouping is casual and informal, consistent with a banquet scene. Carved in wood, it likely originates from the 1600s or during the Renaissance. Some elements resemble rustic peasant imagery, and the presence of several figures with muskets or swords may suggest an archaic military theme. 'The Venetians, among tenants of peasant Receipts' at the bottom is likely part of a larger text related to a series or symposium of painted drawings.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(CHRISTMAS)", "24A33A(CHRISTMAS EASTER AND DIETTRONS + CHRIST'S BIRTH)", "24A14D(CHRIST THE BLESSED CHILD)", "24B229(MARY YOUNG MOTHER)", "24B211(JOSEPH MOTHER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTMAS)\", \"24A33A(CHRISTMAS EASTER AND DIETTRONS + CHRIST'S BIRTH)\", \"24A14D(CHRIST THE BLESSED CHILD)\", \"24B229(MARY YOUNG MOTHER)\", \"24B211(JOSEPH MOTHER)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D3(DOG)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D3(DOG)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19101)", "1B113(191161)", "1B126(191261)", "1B120(191201)", "1B105(19105)", "26F23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19101)\", \"1B113(191161)\", \"1B126(191261)\", \"1B120(191201)\", \"1B105(19105)\", \"26F23\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(PIQUET STONE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(PIQUET STONE)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "138C30", "48A28", "32C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138C30\", \"48A28\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(CENTURIONS)", "121E50(CENTURION)", "19A####(MERCURY)", "19A####(LESSER CREST OF)", "19E####(brains)", "121AAA50(LARGE CREST OF LARGE MERKY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CENTURIONS)\", \"121E50(CENTURION)\", \"19A####(MERCURY)\", \"19A####(LESSER CREST OF)\", \"19E####(brains)\", \"121AAA50(LARGE CREST OF LARGE MERKY)\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121AAA50(LARGE CREST OF LARGE MERKY)", "121D26(CENTURIONS)", "121E50(CENTURION)", "138C30", "15B14(BANKETS)", "15B20", "15I34", "15O13(FLOOR)", "16G97", "19A####(LESSER CREST OF)", "19A####(MERCURY)", "19E####(brains)", "1B104(19101)", "1B105(19105)", "1B113(191161)", "1B120(191201)", "1B126(191261)", "23F9", "24A12A(CHRISTMAS)", "24A14D(CHRIST THE BLESSED CHILD)", "24A33A(CHRISTMAS EASTER AND DIETTRONS + CHRIST'S BIRTH)", "24B211(JOSEPH MOTHER)", "24B229(MARY YOUNG MOTHER)", "25C22(BOP)", "26F23", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A51213", "31D11", "31D16", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "32C40", "33A8", "33B1", "33D1", "33D3(DOG)", "34B31", "36A1621", "36A26", "41A128", "41B1", "41B3", "44E51", "47C1511", "47I34", "48A244", "48A28", "51C45", "59G14(GROUP)", "60A3", "630E", "631A", "99K4(PIQUET STONE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 553, "gt_codes": ["25F716(LOBSTER)", "25G21(LEMON)", "25G21(PEACH)", "41C323", "41C341", "41C37", "41C621", "41C653(LEMON)", "41C653(PEACH)", "47I4223"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRACE-\u00adFUL)", "40F97", "59C21113", "68B5163", "33E4", "59C42", "59C21101", "59C2113"], "valid_json": true, "hf1": 0.04213836477987422, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRACE-\u00adFUL)\", \"40F97\", \"59C21113\", \"68B5163\", \"33E4\", \"59C42\", \"59C21101\", \"59C2113\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.15158124318429664, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30L009", "30L022"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30L009\", \"30L022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.17401129943502827, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A235", "19E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"19E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.105870236869207, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["3B104(19THC)", "3B204(21STC)", "13A168"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104(19THC)\", \"3B204(21STC)\", \"13A168\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "25I34", "25I51", "25I78"], "valid_json": true, "hf1": 0.1582122905027933, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"25I34\", \"25I51\", \"25I78\"]}", "finish": "stop"}, {"codes": ["15B20", "31A212", "31B50", "31C95", "31A80"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31A212\", \"31B50\", \"31C95\", \"31A80\"]}", "finish": "stop"}, {"codes": ["31A235", "31A275", "31F20", "31G12", "31G418"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A275\", \"31F20\", \"31G12\", \"31G418\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37K23250"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37K23250\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.13000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.047613339673199966, "best_hf1": 0.17401129943502827, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DRAWING)", "12I515", "13A168", "15B20", "16G97", "19E34", "23F9", "25I34", "25I51", "25I78", "30A129", "30A147", "30F238", "30L009", "30L022", "31A0231", "31A0272", "31A1002", "31A12", "31A212", "31A235", "31A275", "31A80", "31B50", "31C95", "31F20", "31G12", "31G418", "31J03", "32A107", "32A195", "32B107", "32B114", "32B15", "33E4", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "37K23250", "3B104(19THC)", "3B204(21STC)", "40F97", "41A128", "45E04", "45E22", "45E246", "45E406", "45E512", "47C1511", "48A244", "51C45", "59C21101", "59C21113", "59C2113", "59C42", "59G14(GRACE-\u00adFUL)", "63A05", "68B5163", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 554, "gt_codes": ["11Q713", "11Q7131(CHOIR SCREEN)", "11Q72", "25I", "31D112", "41B311"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.13033707865168542, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G30(DIVER)", "59U11(FORM)", "212B24(FORM)", "123A", "134M8"], "valid_json": true, "hf1": 0.09265560165975104, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G30(DIVER)\", \"59U11(FORM)\", \"212B24(FORM)\", \"123A\", \"134M8\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.057060518731988474, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84", "40E84", "19V220", "212M631", "24D63", "465C213"], "valid_json": true, "hf1": 0.22333333333333336, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"40E84\", \"19V220\", \"212M631\", \"24D63\", \"465C213\"]}", "finish": "stop"}, {"codes": ["24A12A(INTERIOR OF CHURCHOR),", "31A235(DARPENING),", "43A10(FORTWILLENS),", "43M317(AMBAR),", "239B9400501"], "valid_json": true, "hf1": 0.168514129443938, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR OF CHURCHOR),\", \"31A235(DARPENING),\", \"43A10(FORTWILLENS),\", \"43M317(AMBAR),\", \"239B9400501\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.2636871508379888, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.2745015105740181, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10", "33A26", "33A28", "33A29"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\", \"33A26\", \"33A28\", \"33A29\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DIRECT Austrian)", "39B25(DIRECT Dutch)"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DIRECT Austrian)\", \"39B25(DIRECT Dutch)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.2722255192878338, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["920023", "920051", "48A43", "48A4411", "16300", "48A442"], "valid_json": true, "hf1": 0.13, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"920023\", \"920051\", \"48A43\", \"48A4411\", \"16300\", \"48A442\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(21STC)", "1B216(22STC)", "25C101(ARCH)", "25C10(OPENING)", "25C14(ARCHITECTURE)", "25C210(BERTWIN)", "48A4C(ARCHITECT)", "73D65(FLOOR)", "73F08(COLD)", "75F30(PATRONOUS INSTITUTION)"], "valid_json": true, "hf1": 0.2004149377593361, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(21STC)\", \"1B216(22STC)\", \"25C101(ARCH)\", \"25C10(OPENING)\", \"25C14(ARCHITECTURE)\", \"25C210(BERTWIN)\", \"48A4C(ARCHITECT)\", \"73D65(FLOOR)\", \"73F08(COLD)\", \"75F30(PATRONOUS INSTITUTION)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.15373263888888888, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720(ARCHITECTURE)", "10720(ARCHITECTURE)", "10720(ARCHITECTURE)", "26D00(INTERIOR)", "26E48(PUBLIC BUILDING CHURCH)", "26E48(PUBLIC BUILDING CHURCH)"], "valid_json": true, "hf1": 0.15479381443298967, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720(ARCHITECTURE)\", \"10720(ARCHITECTURE)\", \"10720(ARCHITECTURE)\", \"26D00(INTERIOR)\", \"26E48(PUBLIC BUILDING CHURCH)\", \"26E48(PUBLIC BUILDING CHURCH)\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.3807594936708861, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", 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"59A####(MAGNIFIED)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 561, "gt_codes": ["25F24(STAG)", "46A122", "48A98211", "48A98311", "48A9875", "44B191", "45C221", "31A224", "48A98313"], "greedy": {"codes": ["48A98211", "48A9841", "48C515"], "valid_json": true, "hf1": 0.5867145421903053, "code_recall": 0.1111111111111111, "code_precision": 0.3333333333333333, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"48A98211\",\n \"48A9841\",\n \"48C515\"\n ]\n}\n```"}, "samples": [{"codes": ["48A94011", "48A9441", "48A95111", "48A95113", "48A98111"], "valid_json": true, "hf1": 0.5880052151238593, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A94011\", \"48A9441\", \"48A95111\", \"48A95113\", \"48A98111\"]}", "finish": "stop"}, {"codes": ["47A107", "45B2", "45C7", "45E9"], "valid_json": true, "hf1": 0.2558627356210729, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47A107\", \"45B2\", \"45C7\", \"45E9\"]}", "finish": "stop"}, {"codes": ["48J0401", "38C03", "38C07"], "valid_json": true, "hf1": 0.25775862068965516, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48J0401\", \"38C03\", \"38C07\"]}", "finish": "stop"}, {"codes": ["24A12A", "105P4", "33C23", "48A60", "48A61", "48A64"], "valid_json": true, "hf1": 0.3535323383084577, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"105P4\", \"33C23\", \"48A60\", \"48A61\", \"48A64\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48A65813"], "valid_json": true, "hf1": 0.3596330275229358, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48A65813\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.039862542955326465, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["48A98211", "37J", "37L", "37P"], "valid_json": true, "hf1": 0.4360836741113558, "code_recall": 0.1111111111111111, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A98211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \"\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "11E1715", "33G11", "33G12", "90A13", "48B90", "48C11", "48D83"], "valid_json": true, "hf1": 0.24692613185067516, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"11E1715\", \"33G11\", \"33G12\", \"90A13\", \"48B90\", \"48C11\", \"48D83\"]}", "finish": "stop"}, {"codes": ["48A92314", "48A9724", "48A9764", "48A9163"], "valid_json": true, "hf1": 0.5498632634457612, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A92314\", \"48A9724\", \"48A9764\", \"48A9163\"]}", "finish": "stop"}, {"codes": ["48A54", "48C13", "48C32", "48C13(CHRISTMAS)", "48C13(OLD AND NEW TESTAMENT)", "48C13(OCCASION)", "48C13(OLD AND NEW TESTAMENT)"], "valid_json": true, "hf1": 0.35625, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A54\", \"48C13\", \"48C32\", \"48C13(CHRISTMAS)\", \"48C13(OLD AND NEW TESTAMENT)\", \"48C13(OCCASION)\", \"48C13(OLD AND NEW TESTAMENT)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "48A2", "48B2"], "valid_json": true, "hf1": 0.2895238095238095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"48A2\", \"48B2\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0380952380952381, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["48A9820", "48A9830", "48B8906", "48A9810"], "valid_json": true, "hf1": 0.5809489418878064, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A9820\", \"48A9830\", \"48B8906\", \"48A9810\"]}", "finish": "stop"}, {"codes": ["12F52", "48A57", "48B5", "48B8"], "valid_json": true, "hf1": 0.32439024390243903, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"48A57\", \"48B5\", \"48B8\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.4173913043478261, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.31838294296163866, "best_hf1": 0.5880052151238593, "mean_code_recall": 0.006944444444444444, "distinct_sets": 16, "union_codes": ["105P4", "11E1515", "11E1615", "11E1715", "11H112", "11H118", "11H16", "11H168", "11H24", "11H413", "11H743", "12F52", "15A13", "16G97", "20C33", "21B10", "24A12A", "25G98", "25G99", "32A19", "32A43", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33C17", "33C23", "33G11", "33G12", "37J", "37L", "37P", "38C03", "38C07", "45B2", "45C7", "45E9", "47A107", "48A18913", "48A2", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A54", "48A57", "48A60", "48A61", "48A64", "48A65813", "48A9163", "48A92314", "48A94011", "48A9441", "48A95111", "48A95113", "48A9724", "48A9764", "48A9810", "48A98111", "48A9820", "48A98211", "48A9830", "48B2", "48B5", "48B8", "48B8906", "48B90", "48C11", "48C13", "48C13(CHRISTMAS)", "48C13(OCCASION)", "48C13(OLD AND NEW TESTAMENT)", "48C1511", "48C32", "48D83", "48J0401", "90A13"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.006944444444444444, "code_recall@2": 0.013888888888888888, "code_recall@4": 0.027777777777777776, "code_recall@8": 0.05555555555555555, "code_recall@16": 0.1111111111111111, "union_code_recall": 0.1111111111111111}, {"index": 562, "gt_codes": ["25G3(+32)", "26F1", "47I4(+8932)", "57A76(+4)", "86(SI TEMPUS FAVEBIT)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["27A107(DECIDUOUS TREES)", "27A105(PEACH)", "11E11005"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107(DECIDUOUS TREES)\", \"27A105(PEACH)\", \"11E11005\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "90C16"], "valid_json": true, "hf1": 0.22426229508196718, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H001"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H001\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["36A0621", "36A066"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A0621\", \"36A066\"]}$", "finish": "stop"}, {"codes": ["25G98", "25G98(PINK CEDAR)", "25G98(PINK GUM CAMPHOR)", "25G98(BLANK)", "25G98(PINK CEDAR)"], "valid_json": true, "hf1": 0.24, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98(PINK CEDAR)\", \"25G98(PINK GUM CAMPHOR)\", \"25G98(BLANK)\", \"25G98(PINK CEDAR)\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\"]}", "finish": "stop"}, {"codes": ["1B104(19101)", "1B104(191161)", "1B104(191251)", "1B104(191252)", "1B104(191257)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19101)\", \"1B104(191161)\", \"1B104(191251)\", \"1B104(191252)\", \"1B104(191257)\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\"]}", "finish": "stop"}, {"codes": ["15B20", "31D112", "35B5", "38L301", "38A8", "38A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D112\", \"35B5\", \"38L301\", \"38A8\", \"38A9\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\"]}", "finish": "stop"}, {"codes": ["12F52", "13T37", "12F52"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52\", \"13T37\", \"12F52\"]}", "finish": "stop"}, {"codes": ["11A218", "23F93", "12C48"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05361731335604286, "best_hf1": 0.24, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A218", "11E11005", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H001", "11H118", "11H743", "12C48", "12F52", "13T37", "15B20", "16G97", "16G99", "1B104(19101)", "1B104(191161)", "1B104(191251)", "1B104(191252)", "1B104(191257)", "23F93", "25G12", "25G51", "25G53", "25G98", "25G98(BLANK)", "25G98(PINK CEDAR)", "25G98(PINK GUM CAMPHOR)", "27A105(PEACH)", "27A107(DECIDUOUS TREES)", "31A0231", "31A0272", "31A10", "31A12", "31D112", "31J03", "34A31", "35B5", "36A0621", "36A066", "38A8", "38A9", "38L301", "45E04", "47C1511", "59G14(GRUNGE FORM)", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 563, "gt_codes": ["24A6", "25H17", "31A332(+0)", "47I2112(+9459)", "47I2112(+94591)", "86(SO REIN WIE AUF WELLEN)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GOAT-\u00adFARES\u00e8)", "49I22(MUNICIPAL FORM)", "31D6(DECORATIVE)", "31D34"], "valid_json": true, "hf1": 0.16521739130434784, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GOAT-\u00adFARES\u00e8)\", \"49I22(MUNICIPAL FORM)\", \"31D6(DECORATIVE)\", \"31D34\"], \"note\": \"This artwork appears to show a bull or ox rather than a goat-fares\u00e8, but I'm assigning some relevant Iconclass codes to account for the iconographic context.\"}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.11400000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.10133333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["25G12(COCKALE)", "25G12(COPO AERIS)", "25G12(FARE)", "25G12(FIBULA HOLOGRAFFICA)", "25G12(FIBULA VITREA)", "25G12(VITREUM AUDATUM)"], "valid_json": true, "hf1": 0.15785953177257528, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12(COCKALE)\", \"25G12(COPO AERIS)\", \"25G12(FARE)\", \"25G12(FIBULA HOLOGRAFFICA)\", \"25G12(FIBULA VITREA)\", \"25G12(VITREUM AUDATUM)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H168", "11H169", "31A132", "31A181"], "valid_json": true, "hf1": 0.12631578947368421, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H168\", \"11H169\", \"31A132\", \"31A181\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.16, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.16285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89"], "valid_json": true, "hf1": 0.17047970479704797, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "05A32"], "valid_json": true, "hf1": 0.113189448441247, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"05A32\"]}", "finish": "stop"}, {"codes": ["71A023", "71A051", "71A433", "71A434", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"71A023\", \"71A051\", \"71A433\", \"71A434\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "25G4(GRAVURE CEE1)", "25G4(GRAVURE CEE2)"], "valid_json": true, "hf1": 0.12813953488372096, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"25G4(GRAVURE CEE1)\", \"25G4(GRAVURE CEE2)\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULETS OR PINES)", "39A####(OVAL)", "41C149(LANGUAGE:GERMAN)", "41E102(SHIRT)", "AAA52(LATIN)", "AAA54(SYMBOLS)", "54G41"], "valid_json": true, "hf1": 0.12019512195121952, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULETS OR PINES)\", \"39A####(OVAL)\", \"41C149(LANGUAGE:GERMAN)\", \"41E102(SHIRT)\", \"AAA52(LATIN)\", \"AAA54(SYMBOLS)\", \"54G41\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D48"], "valid_json": true, "hf1": 0.06582278481012659, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10822272686114323, "best_hf1": 0.17047970479704797, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A1", "11A238", "11E12", "11E1515", "11E152", "11E157", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H118", "11H119", "11H168", "11H169", "11H743", "12D48", "12F52(DIGRESSIVE)", "15B20", "16D04", "16G97", "16G99", "18A10", "1B104", "1B113", "22C32(BULETS OR PINES)", "23F93", "25G12(COCKALE)", "25G12(COPO AERIS)", "25G12(FARE)", "25G12(FIBULA HOLOGRAFFICA)", "25G12(FIBULA VITREA)", "25G12(VITREUM AUDATUM)", "25G4(GRAVURE CEE1)", "25G4(GRAVURE CEE2)", "25G98", "27A107", "31A10", "31A12", "31A132", "31A181", "31A235", "31A77", "31A89", "31A96", "31D11", "31D34", "31D6(DECORATIVE)", "31J84011", "31J88911", "33B1", "35B2", "35C7", "39A####(OVAL)", "41B1", "41B3", "41C149(LANGUAGE:GERMAN)", "41E102(SHIRT)", "47C1511", "49I22(MUNICIPAL FORM)", "52A9", "54G41", "59G14(GOAT-\u00adFARES\u00e8)", "71A023", "71A051", "71A433", "71A434", "73A", "73F12", "AAA52(LATIN)", "AAA54(SYMBOLS)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 564, "gt_codes": ["25H21", "41A7751", "46C1111", "47I221", "49G361"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["31A240", "31A244", "31A249", "11A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A240\", \"31A244\", \"31A249\", \"11A30\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E82", "45E2"], "valid_json": true, "hf1": 0.1470967741935484, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E82\", \"45E2\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "44C4", "75L6"], "valid_json": true, "hf1": 0.041081081081081085, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"44C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["31A118", "31A743", "14A01", "21B116", "52L23"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"14A01\", \"21B116\", \"52L23\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D63", "36D7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D63\", \"36D7\"]}", "finish": "stop"}, {"codes": ["31A235", "31E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.13480122324159022, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "31C13", "31C32", "31C13(PLANT)],"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"31C13\", \"31C32\", \"31C13(PLANT)],\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138L30(LANDSCAPE WITH FIGURES)", "32C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138L30(LANDSCAPE WITH FIGURES)\", \"32C40\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.10400000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["32F52(DIGGING)", "32H32(SEEING OR OBSERVING)", "43A41(Landscape)", "43C49(LANDSCAPE SKETCH)", "43C72(SHADOW)", "55B25(LANDSCAPE WITH ANIMALS)"], "valid_json": true, "hf1": 0.11692307692307694, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32F52(DIGGING)\", \"32H32(SEEING OR OBSERVING)\", \"43A41(Landscape)\", \"43C49(LANDSCAPE SKETCH)\", \"43C72(SHADOW)\", \"55B25(LANDSCAPE WITH ANIMALS)\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.1297770154373928, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04447994817979309, "best_hf1": 0.1470967741935484, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720", "11A16", "11A30", "138L30(LANDSCAPE WITH FIGURES)", "14A01", "16G97", "21B116", "23F9", "30A12", "30B51", "30C1511", "30C34", "30C36", "30C37", "30F238", "30W51", "31A0231", "31A0272", "31A1002", "31A118", "31A12", "31A235", "31A240", "31A244", "31A249", "31A28", "31A743", "31C13", "31C13(PLANT)],", "31C32", "31D11", "31E12", "31E34", "31F2", "31H24", "31H28", "31J84", "31L17", "32A04", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "32C40", "32F52(DIGGING)", "32H32(SEEING OR OBSERVING)", "32I515", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D63", "36D7", "41A128", "43A41(Landscape)", "43C49(LANDSCAPE SKETCH)", "43C72(SHADOW)", "44C4", "45E2", "45E82", "45E84", "48A181", "48A244", "48B16", "51C45", "52L23", "55B25(LANDSCAPE WITH ANIMALS)", "63A05", "75L6", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 565, "gt_codes": ["47I2112"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59114(GRUNGE FORM)", "59104(FREE STYLE)", "59111(EERIE, DARK)", "59107(DIVERGED, STRANGE FORMS)", "59121(CROSS EFFECT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE FORM)\", \"59104(FREE STYLE)\", \"59111(EERIE, DARK)\", \"59107(DIVERGED, STRANGE FORMS)\", \"59121(CROSS EFFECT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(Agriculturalanimal)", "36A253", "36A338", "36D3(DOMESTIC-BACKGROUND)", "36D5", "36D51(BANK)", "36D52(HILL)", "36D53(HOWLAND)", "36D54(GLADE)", "36D56(RIVER)", "36E1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Agriculturalanimal)\", \"36A253\", \"36A338\", \"36D3(DOMESTIC-BACKGROUND)\", \"36D5\", \"36D51(BANK)\", \"36D52(HILL)\", \"36D53(HOWLAND)\", \"36D54(GLADE)\", \"36D56(RIVER)\", \"36E1\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": ["71A023", "71A051", "44A43", "46A111"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"71A023\", \"71A051\", \"44A43\", \"46A111\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A235", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A235\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["10720", "31D112", "31D117", "31D124"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D112\", \"31D117\", \"31D124\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DOMESTICATED CATTLE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DOMESTICATED CATTLE)\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.021527777777777778, "best_hf1": 0.13333333333333333, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "10720", "10D14", "11A1", "11A238", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DOMESTICATED CATTLE)", "16G97", "16G99", "1B104", "1B113", "21D32", "23F9", "24A12A", "24A26", "25G98", "31A1002", "31A12", "31A235", "31D112", "31D117", "31D124", "31D16", "31J84011", "31J88911", "32A107", "32B107", "32B114", "32B15", "33A10", "34E51", "36A162(Agriculturalanimal)", "36A253", "36A338", "36D3(DOMESTIC-BACKGROUND)", "36D5", "36D51(BANK)", "36D52(HILL)", "36D53(HOWLAND)", "36D54(GLADE)", "36D56(RIVER)", "36E1", "39F4", "39H6", "41B1", "41B3", "43C1511", "44A43", "46A111", "51C45", "51F13", "59104(FREE STYLE)", "59107(DIVERGED, STRANGE FORMS)", "59111(EERIE, 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"11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31"], "valid_json": true, "hf1": 0.36419213973799125, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, 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true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09339512561674133, "best_hf1": 0.37999999999999995, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A218", "11E1515", "11E162", "11E167", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "15B20", "16G97", "1B104", "1B113", "20F93", "21D32", "21E23", "24A12A", "24A12B", "2E198", "2E199", "31A0231", "31A0272", "31A10", "31A12", "31D11", "31D16", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33B1", "33C02", "33C03", "33C04", "34A31", "45E04", "48A97001", "48C1511", "48F20", "48G1", "51F13", "59G111(BIODATA/PROFILE/HEADLENGTH)", "59G114", "59G12", "59G14(GRUNGE FORM)", "59G24(HOLLOW FORM)", "W500"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, 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"{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0029687499999999996, "best_hf1": 0.047499999999999994, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11E34", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12D48", "12F52(DRAWING)", "12I515", "15B20", "16G99", "1B104", "1B113", "20F93", "21D25", "21D32", "305B", "30A12A", "30A12B", "30C009", "30C012", "31A023", "31A051", "31A1002", "31A12", "31A235", "31B112", "31H24", "31J03", "32A107", "32A17", "32A18", "32A19", "32B107", "32B114", "32B15", "32C1511", "33A4", "35B5", "37B232", "37B248", "38C30", "41B1", "41B3", "41K28", "42C4", "45E04", "45E22", "45E246", "45E406", "45E512", "48A43", "48A441", "5161", "5162", "53A", "59A14011", "59A14411", "59C21111", "59C42", "6K15163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 569, "gt_codes": ["24A6", "25H23", "31A2764", "52BB41(+4)", "56DD2(+4)", "86(CAVETE AB INCERTIS)", "95A(ICARUS)681"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["99O14(GRUNGE FORM)", "99O24(FREE STYLE)", "99O11(EERIE)", "99O16(STRANGE METAPHOR)"], "valid_json": true, "hf1": 0.047499999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"99O14(GRUNGE FORM)\", \"99O24(FREE STYLE)\", \"99O11(EERIE)\", \"99O16(STRANGE METAPHOR)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["74A12", "11H51", "73A34", "92C16"], "valid_json": true, "hf1": 0.03454545454545454, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12\", \"11H51\", \"73A34\", \"92C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.14952076677316295, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["86A162(AQUILITY)", "77A(ANT HUMAN)", "77A3(AQUILITY)", "30K(DIM)"], "valid_json": true, "hf1": 0.10363636363636364, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"86A162(AQUILITY)\", \"77A(ANT HUMAN)\", \"77A3(AQUILITY)\", \"30K(DIM)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.060700389105058365, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(1910)", "9B284(vers 25101)", "9B836(2112)", "9B105(1911)", "9B74L", "9B41C", "9B826"], "valid_json": true, "hf1": 0.047499999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(1910)\", \"9B284(vers 25101)\", \"9B836(2112)\", \"9B105(1911)\", \"9B74L\", \"9B41C\", \"9B826\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.07862068965517242, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(Sky, NO LIGHT)", "159A####(MERCURY)", "159C93", "159C911", "26H12"], "valid_json": true, "hf1": 0.060700389105058365, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(Sky, NO LIGHT)\", \"159A####(MERCURY)\", \"159C93\", \"159C911\", \"26H12\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05078991142092501, "best_hf1": 0.14952076677316295, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H51", "11H743", "12F52(DIGRESSIVE)", "159A####(MERCURY)", "159C911", "159C93", "15B20", "16G97", "22C32(Sky, NO LIGHT)", "26H12", "2E198", "2E199", "30K(DIM)", "31A1002", "31A12", "31D11", "31D16", "31J8401", "31J8402", "32A107", "32A19", "32B107", "32B114", "32B15", "33B1", "47C1511", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "73A", "73A34", "74A12", "77A(ANT HUMAN)", "77A3(AQUILITY)", "86A162(AQUILITY)", "92C16", "99O11(EERIE)", "99O14(GRUNGE FORM)", "99O16(STRANGE METAPHOR)", "99O24(FREE STYLE)", "9B104(1910)", "9B105(1911)", "9B284(vers 25101)", "9B41C", "9B74L", "9B826", "9B836(2112)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 570, "gt_codes": ["73C721"], "greedy": {"codes": ["25E01", "25E01", "25E01", "25E01"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25E01\", \"25E01\", \"25E01\", \"25E01\"]}"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"29G14(Germanic-\u00adNorman\u00e8 Anglo-Norman \u00e8 Anglo-Saxon)\", \"29G14(Germanic\u2011 German \u00e8 Bavarian \u00e8 Flemish \u00e8 Franco-Champeno\", \"29G14(French-Allemand\u00e8 Flamendi\u00e8 Franco-Normanno\u00e8 It\", \"29G18(Latium \u00e9 Latino)\", \"29G18(Germanic \u00e8 Bavarian \u00e8 Franco-Normanno\u00e8 Scandinavia\u00e8 U\", \"29G18(Slavic\u00e8 Germanic\u00e8 German \u00e8 Bavarian \u00e8 Franco-Champeno\u00e8 U\", \"29G18(Latino \u00e8 Latino \u00e8 Franc\u00e9s \u00e8 Anglo-Saxon \u00e8 Anglo-Norman\u00e8 Fran\u00e7ais \u00e8 Fran *co-Norman \u00e8 Italy \u00e8 Latino Fr\u00fchne de Hinniveau\")]", "finish": "stop"}, {"codes": ["22A107", "25B2", "25C7", "25E9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"25B2\", \"25C7\", \"25E9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["25A12A(APRIL)", "25A13A(AUGUST)", "25A14A(JANUARY)", "25A25(JUNE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25A12A(APRIL)\", \"25A13A(AUGUST)\", \"25A14A(JANUARY)\", \"25A25(JUNE)\"]}", "finish": "stop"}, {"codes": ["21E118", "21H74", "21J8", "21L19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21E118\", \"21H74\", \"21J8\", \"21L19\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["25H062(Antoine_DE_Sainte_Catherine)", "25L05(DES NOMBRES)", "33D3(DIMENSIONS)", "33E25(RADIOCARBON)", "511A0601"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(Antoine_DE_Sainte_Catherine)\", \"25L05(DES NOMBRES)\", \"33D3(DIMENSIONS)\", \"33E25(RADIOCARBON)\", \"511A0601\"]}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(WHEAT GOURDE FOR PERSIAN)", "25G4(LEMON GOURDE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(WHEAT GOURDE FOR PERSIAN)\", \"25G4(LEMON GOURDE)\"]}", "finish": "stop"}, {"codes": ["21A023", "21A051", "21A433", "21A438", "16D01", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A023\", \"21A051\", \"21A433\", \"21A438\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(21STC)", "1B216(22NDC)", "25C101(2105)", "25C102(2106)", "25C103(2107)", "25C104(2108)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(21STC)\", \"1B216(22NDC)\", \"25C101(2105)\", \"25C102(2106)\", \"25C103(2107)\", \"25C104(2108)\"]}", "finish": "stop"}, {"codes": ["16G97", "17A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"17A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULETS OR SPOTS)", "39A####(16TH)", "39A####(LESS 15TH)", "39E####(2DISS)", 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false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BODY LATTICE)", "22A11(EAR)", "68B51(THOUGHT)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BODY LATTICE)\", \"22A11(EAR)\", \"68B51(THOUGHT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168", "30E170", "33A1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\", \"30E170\", \"33A1\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30B2212", "30B2240", "31D1512"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30B2212\", \"30B2240\", \"31D1512\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\", \"30B6\", \"30B7\", \"30B9\", \"30B10\", \"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", 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"hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.538866930171278, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"polyptych_madonna_child\". }", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["4B104", "4B113", "4B132", "4B114(CHRIST THE CHILD)", "21C25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104\", \"4B113\", \"4B132\", \"4B114(CHRIST THE CHILD)\", \"21C25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L30", "41K28", "42C4"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L30\", \"41K28\", \"42C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.37953083816552446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(CENTURIONS)", "121E50(CENTURION)", "19A241", "48A98493", "51C3011", "51H12"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CENTURIONS)\", \"121E50(CENTURION)\", \"19A241\", \"48A98493\", \"51C3011\", \"51H12\"]}", "finish": "stop"}, {"codes": ["48A2185", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11822724147343111, "best_hf1": 0.538866930171278, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CENTURIONS)", 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["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANTAR FRICTION)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANTAR FRICTION)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.11087762669962915, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.325181598062954, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A1", "48B32"], "valid_json": true, "hf1": 0.0706875, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A1\", \"48B32\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MAGAZINE)\", \"31C93\", \"52C3\"}}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07739748755382436, "best_hf1": 0.325181598062954, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["05331", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C489", "15B14(BANKER)", "15B20", "15I34", "15O13(FLOOR)", "16G97", "18B16", "19B220", "20A45", "20F93", "212M63", "25A1", "25C22(BOP)", "2E198", "2E199", "31D11", "31J03", "32A107", "32A195", "32B107", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33B16", "33C17", "33C30", "45E04", "47C1511", "47I34", "48A1", "48A28", "48B32", "48C40", "59G14(GROUP)", "92E51", "92F4(ORIGINAL BLACK AND WHITE PHOTO)", "9B104", "9B113", "9B114(PLANTAR FRICTION)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 575, "gt_codes": ["33A13", "44B421"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25D22(BUNKS)", "56K15(TENT)", "63L44", "59C42", "12B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25D22(BUNKS)\", \"56K15(TENT)\", \"63L44\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "33B15", "33B16"], "valid_json": true, "hf1": 0.2383838383838384, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"33B15\", \"33B16\"]}", "finish": "stop"}, {"codes": ["31J03011(SOLDIER)(Sword)", "31J07011(Attack)", "31J09011(Enemy)]", "31J39060", "31J07100(ENNEMY)]", "31J21300"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(SOLDIER)(Sword)\", \"31J07011(Attack)\", \"31J09011(Enemy)]\", \"31J39060\", \"31J07100(ENNEMY)]\", \"31J21300\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"24C1A(ETUDE DE BOIS)\", \"24C25A(ECCRETE DE TOILE)], category: \"", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.505521472392638, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.37999999999999995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.1575757575757576, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(1685-1717)", "2113(1705-1725)", "2113(1710-1740)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(1685-1717)\", \"2113(1705-1725)\", \"2113(1710-1740)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "33B2"], "valid_json": true, "hf1": 0.19246753246753245, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"33B2\"]}", "finish": "stop"}, {"codes": ["15B20", "33D11", "33D15", "33D30", "33D48", "33D49"], "valid_json": true, "hf1": 0.25, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"33D11\", \"33D15\", \"33D30\", \"33D48\", \"33D49\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(COURAGE)", "22C32(BACKDROP OR SETTING)", "59A####(MERCURY)", "59A####(LESS ESTERN SCENE)", "59E####(DISCLOSURE)", "59G####(SIGHT OF LARGE DISTANCE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURAGE)\", \"22C32(BACKDROP OR SETTING)\", \"59A####(MERCURY)\", \"59A####(LESS ESTERN SCENE)\", \"59E####(DISCLOSURE)\", \"59G####(SIGHT OF LARGE DISTANCE)\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.13000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1340441360360839, "best_hf1": 0.505521472392638, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(COURAGE)", "12B24", "15B14(BANKETS)", "15B20", "16G97", "1B104(19THCENTILITY)", "2113(1685-1717)", "2113(1705-1725)", "2113(1710-1740)", "21D322", "22C32(BACKDROP OR SETTING)", "23F9", "25D22(BUNKS)", "2E198", "2E199", "31A0231", "31A0272", "31A235", "31J03011(SOLDIER)(Sword)", "31J07011(Attack)", "31J07100(ENNEMY)]", "31J09011(Enemy)]", "31J21300", "31J39060", "32A107", "32A19", "32A43", "32B107", "32B15", "32C2", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33B16", "33B2", "33C17", "33D11", "33D15", "33D30", "33D48", "33D49", "34A31", "41A128", "41B1", "41B3", "47C1511", "48A244", "51C45", "56K15(TENT)", "59A####(LESS ESTERN SCENE)", "59A####(MERCURY)", "59C42", "59E####(DISCLOSURE)", "59G####(SIGHT OF LARGE DISTANCE)", "59G14(GROUP)", "630E", "631A", "63L44"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 576, "gt_codes": ["25G21(CHERRY)", "25G21(HAZELNUT)", "25G21(MELON)", "25G21(PEACH)", "25G41(CARNATION)", "25G41(CONVOLVULUS)", "25G41(DAGSCONE)", "25G41(ROSE)", "41A774", "41C653(PEACH)", "47I4223"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\","}, "samples": [{"codes": ["39G14(GROUPED FORMS)", "44C49(Roses)", "44D11(Euklysia/Plains)", "43B13(Plums)", "43C42(Fabricated Fruit)", "43B12(Peaches)"], "valid_json": true, "hf1": 0.07808219178082193, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"39G14(GROUPED FORMS)\", \"44C49(Roses)\", \"44D11(Euklysia/Plains)\", \"43B13(Plums)\", \"43C42(Fabricated Fruit)\", \"43B12(Peaches)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168(DARK SHELL)", "30D4(AEPARIAN'S HAT)", "46A8(TORTOISESHELL)"], "valid_json": true, "hf1": 0.035625, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168(DARK SHELL)\", \"30D4(AEPARIAN'S HAT)\", \"46A8(TORTOISESHELL)\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.07728813559322036, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["34A12A(APPLE)", "34A20A(PEACH)", "34C1A(QUINCE)", "34G1(PWNTWT SMALL HOZY KNOPPER BERRY)", "34E242"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12A(APPLE)\", \"34A20A(PEACH)\", \"34C1A(QUINCE)\", \"34G1(PWNTWT SMALL HOZY KNOPPER BERRY)\", \"34E242\"], \"description\": \"Right:\", \"image_id\": \"img_3\"}", "finish": "stop"}, {"codes": ["31A118", "31A743", "31A235", "31A268", "31H36", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"31A235\", \"31A268\", \"31H36\", \"73A\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H28", "32L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H28\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "35A23", "35A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"35A23\", \"35A235\"]}", "finish": "stop"}, {"codes": ["31A235", "31E34", "32I515", "11A16(CAMELIRHER)", "11A105", "11A106"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31E34\", \"32I515\", \"11A16(CAMELIRHER)\", \"11A105\", \"11A106\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.1039301310043668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "31C13", "31C32", "31F13", "31G6", "31M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"31C13\", \"31C32\", \"31F13\", \"31G6\", \"31M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(FLORAL STUCK)", "45A63"], "valid_json": true, "hf1": 0.06705882352941177, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(FLORAL STUCK)\", \"45A63\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "25F13"], "valid_json": true, "hf1": 0.2782608695652174, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"25F13\"]}\n```", "finish": "stop"}, {"codes": ["31A235", "31A275", "31F20", "31G12", "31K418"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A275\", \"31F20\", \"31G12\", \"31K418\"]}", "finish": "stop"}, {"codes": ["33D2", "53B104", "54A110", "59B105", "61B22", "62D2", "67F1", "81C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"53B104\",\n \"54A110\",\n \"59B105\",\n \"61B22\",\n \"62D2\",\n \"67F1\",\n \"81C4\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.1292851531814611, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04809564404090621, "best_hf1": 0.2782608695652174, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A105", "11A106", "11A16(CAMELIRHER)", "16G97", "20C33", "21B10", "23F9", "25F13", "30D4(AEPARIAN'S HAT)", "31A0231", "31A0272", "31A1002", "31A118", "31A12", "31A235", "31A268", "31A275", "31A743", "31C13", "31C32", "31D168(DARK SHELL)", "31E34", "31F13", "31F20", "31G12", "31G6", "31H24", "31H36", "31J03", "31K418", "31M5", "32A04", "32A107", "32A195", "32B107", "32B114", "32B15", "32C1511", "32H28", "32I515", "32L17", "33D1", "33D2", "34A12A(APPLE)", "34A20A(PEACH)", "34A31", "34C1A(QUINCE)", "34E242", "34G1(PWNTWT SMALL HOZY KNOPPER BERRY)", "35A23", "35A235", "36A1621", "39G14(GROUPED FORMS)", "41A128", "43B12(Peaches)", "43B13(Plums)", "43C42(Fabricated Fruit)", "44C49(Roses)", "44D11(Euklysia/Plains)", "44E51", "45A63", "45E04", "45E22", "45E24", "45F04", "46A8(TORTOISESHELL)", "46I34", "48A244", "51C45", "53B104", "54A110", "59B105", "61B22", "62D2", "63A05", "67F1", "73A", "81A08", "81C4", "99K4(FLORAL STUCK)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 577, "gt_codes": ["49L17", "49M413", "49M3", "49L12(P)"], "greedy": {"codes": ["25E01", "25E01", "25E01", "25E01"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25E01\", \"25E01\", \"25E01\", \"25E01\"]}"}, "samples": [{"codes": ["59114(GRUNGE FORM)", "59104(GRUNGE DEVISE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE FORM)\", \"59104(GRUNGE DEVISE)\"]}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B1"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B1\"], \"text-role\": \"headpiece\", \"decorative-role\": \"ornamental capital initial\"}", "finish": "stop"}, {"codes": ["11J0101", "21C01", "32A07"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J0101\", \"21C01\", \"32A07\"]}", "finish": "stop"}, {"codes": ["24A12A", "24A12B", "24C00", "24C03", "24C06", "25H00"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"24A12B\", \"24C00\", \"24C03\", \"24C06\", \"25H00\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["25H062(Antique book)", "25H063(Medieval book)", "25H066(Renaissance book)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(Antique book)\", \"25H063(Medieval book)\", \"25H066(Renaissance book)\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G17", "17A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"17A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05682656826568266, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITALET)", "21C250", "21B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITALET)\", \"21C250\", \"21B159\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C4\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.003551660516605166, "best_hf1": 0.05682656826568266, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H743", "11J0101", "12F52(DIGITALET)", "13A3", "15B20", "16G17", "17A19", "1B104", "1B113", "21B159", "21C01", "21C250", "21D32", "22A107", "22B1", "22B107", "22B15", "23F9", "24A12A", "24A12B", "24C00", "24C03", "24C06", "25C1511", "25G18", "25G93", "25H00", "25H062(Antique book)", "25H063(Medieval book)", "25H066(Renaissance book)", "31D11", "32A07", "33A10", "33A12", "33B1", "48A125", "51613", "51C4", "59104(GRUNGE DEVISE)", "59114(GRUNGE FORM)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 578, "gt_codes": ["25I1", "31D15", "31E3", "41A1", "46C14"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\","}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MATES)", "19C211(EAR)", "68B21(THOUGHT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MATES)\", \"19C211(EAR)\", \"68B21(THOUGHT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.11093333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.22827880512091042, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["30A12A(INTERIOR)", "30A13A(INTERIOR)", "30A14(INTERIOR)", "30A14W(INTERIOR)", "30A14Y(INTERIOR)", "30A149(OTHER INTERIOR)", "30B911(FRONT STRIPE)", "30B912(SLYPE)", "30C13(TILE)]", "31A231(VOLLEY SUBSET)", "32A32(TOP OR BOTTOM EARTH)", "33B16V(FRIED\u6c49\u8bed FAT)", "48A93305", "48C95", "48C97"], "valid_json": true, "hf1": 0.2173394495412844, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A(INTERIOR)\", \"30A13A(INTERIOR)\", \"30A14(INTERIOR)\", \"30A14W(INTERIOR)\", \"30A14Y(INTERIOR)\", \"30A149(OTHER INTERIOR)\", \"30B911(FRONT STRIPE)\", \"30B912(SLYPE)\", \"30C13(TILE)]\", \"31A231(VOLLEY SUBSET)\", \"32A32(TOP OR BOTTOM EARTH)\", \"33B16V(FRIED\u6c49\u8bed FAT)\", \"48A93305\", \"48C95\", \"48C97\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "32H28", "33A17"], "valid_json": true, "hf1": 0.19137546468401487, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"32H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.11142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DOG)"], "valid_json": true, "hf1": 0.11126470588235293, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DOG)\"]}", "finish": "stop"}, {"codes": ["31A18", "31A93", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.14377880184331795, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31A93\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "44A43", "46A111"], "valid_json": true, "hf1": 0.2965391014975042, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"44A43\", \"46A111\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["12.1.1", "25E9553", "43B1504", "46.9.1", "46.2.11", "46H62"], "valid_json": true, "hf1": 0.23194194885970976, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12.1.1\", \"25E9553\", \"43B1504\", \"46.9.1\", \"46.2.11\", \"46H62\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.11611316113161134, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D230,121B159(####)**,121D230,121B159(GREADING,121D230,121B159(NUTLEACHING)", "138F5(BLAZING)", "260D2(Director,171C33,166F22,167A23,167A23,167A23(MAPLE})", "260D2(Director,171C33,166F22,167A23,167A23,167A23(WO\u9075\u533b\u5631)", "260F5(BLAZING)", "37A98211"], "valid_json": true, "hf1": 0.11121951219512197, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230,121B159(####)**,121D230,121B159(GREADING,121D230,121B159(NUTLEACHING)\", \"138F5(BLAZING)\", \"260D2(Director,171C33,166F22,167A23,167A23,167A23(MAPLE})\", \"260D2(Director,171C33,166F22,167A23,167A23,167A23(WO\u9075\u533b\u5631)\", \"260F5(BLAZING)\", \"37A98211\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.22406080347448426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1367050407499506, "best_hf1": 0.2965391014975042, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12.1.1", "121D2(DIGGING)", "121D230,121B159(####)**,121D230,121B159(GREADING,121D230,121B159(NUTLEACHING)", "138F5(BLAZING)", "15A13", "15B14(BANK MATES)", "19B220", "19C211(EAR)", "1B104", "1B113", "20C33", "20F9", "212M631", "21B10", "21D32", "24D63", "25E9553", "260D2(Director,171C33,166F22,167A23,167A23,167A23(MAPLE})", "260D2(Director,171C33,166F22,167A23,167A23,167A23(WO\u9075\u533b\u5631)", "260F5(BLAZING)", "305B28", "30A12A(INTERIOR)", "30A13A(INTERIOR)", "30A14(INTERIOR)", "30A149(OTHER INTERIOR)", "30A14W(INTERIOR)", "30A14Y(INTERIOR)", "30B911(FRONT STRIPE)", "30B912(SLYPE)", "30C13(TILE)]", "30C1511", "31A023", "31A051", "31A18", "31A231(VOLLEY SUBSET)", "31A235", "31A93", "31H24", "31J84", "32A1002", "32A107", "32A12", "32A32(TOP OR BOTTOM EARTH)", "32B107", "32B114", "32B15", "32H28", "33A17", "33B16V(FRIED\u6c49\u8bed FAT)", "36A06211", "37A98211", "37J", "37L", "37P33", "39B03(DOG)", "41B1", "41B3", "43B1504", "44A43", "45E12", "45E84", "46.2.11", "46.9.1", "46A111", "46H62", "48A244", "48A93305", "48C95", "48C97", "51C45", "51F13", "51G6", "51M5", "59G14(GROUP)", "68B21(THOUGHT)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 579, "gt_codes": ["25G3", "25H114", "25I", "41A1", "46C11"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G30(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G30(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "30C4", "30C6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"30C4\", \"30C6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": ["30H062(Agricultural Scene)", "30H063(Farming Equipment)", "30H064(Sheep)", "30H065(Goat)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30H062(Agricultural Scene)\", \"30H063(Farming Equipment)\", \"30H064(Sheep)\", \"30H065(Goat)\"]}", "finish": "stop"}, {"codes": ["30A18", "30B9", "41A22", "54A114", "54F17", "57A30"], "valid_json": true, "hf1": 0.11751004016064255, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A18\", \"30B9\", \"41A22\", \"54A114\", \"54F17\", \"57A30\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["30A04", "31C13", "31C32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A04\", \"31C13\", \"31C32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.10545454545454548, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["31E18", "31E12", "31F2", "31F46", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31E18\", \"31E12\", \"31F2\", \"31F46\", \"31A181\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12932642487046633, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0315181881553534, "best_hf1": 0.15200000000000002, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "15B20", "16G97", "23F9", "305B", "30A04", "30A12", "30A18", "30B51", "30B9", "30C1511", "30C34", "30C36", "30C37", "30C4", "30C6", "30H062(Agricultural Scene)", "30H063(Farming Equipment)", "30H064(Sheep)", "30H065(Goat)", "30W51", "31A0231", "31A0272", "31A181", "31A235", "31C13", "31C32", "31D11", "31E12", "31E18", "31F12", "31F2", "31F46", "31H24", "31H28", "31H404", "31J84011", "31J88911", "31L17", "32A1002", "32A107", "32A12", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33B15", "33C30", "34A31", "37B232", "37B248", "41A128", "41A22", "41K28", "42C40", "48A244", "51C45", "51F13", "53A02", "54A114", "54F17", "57A30", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G30(GRUNGE FORM)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 580, "gt_codes": ["43B31", "48C7521"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(Germany)", "59P40(Catalogues)", "59C211(Etching)", "59C163(Cute Inquiry)", "59U11(Forest)", "21B17(Medieval)", "18C17(William the Conqueror)", "59L17(Center courtyard)", "59N116(window)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany)\", \"59P40(Catalogues)\", \"59C211(Etching)\", \"59C163(Cute Inquiry)\", \"59U11(Forest)\", \"21B17(Medieval)\", \"18C17(William the Conqueror)\", \"59L17(Center courtyard)\", \"59N116(window)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FEMALE)", "24A33A(LOOSE)", "24C0(FEMALE)", "24D8(FEMALE)", "17H(GROWS)", "42M909(OLD)", "11K(A)", "11L(B)", "11I(A)"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FEMALE)\", \"24A33A(LOOSE)\", \"24C0(FEMALE)\", \"24D8(FEMALE)\", \"17H(GROWS)\", \"42M909(OLD)\", \"11K(A)\",\"11L(B)\",\"11I(A)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "35A23", "33A8", "33D3(DIM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"35A23\", \"33A8\", \"33D3(DIM)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.22438650306748464, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGERS)", "121D250,100,150,200", "121D149(LABOURERS AND PORTERS)", "121D126200+200+", "27F1(SPECIES OF BUSINESS)", "48C515"], "valid_json": true, "hf1": 0.15199999999999997, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGERS)\", \"121D250,100,150,200\", \"121D149(LABOURERS AND PORTERS)\", \"121D126200+200+\", \"27F1(SPECIES OF BUSINESS)\", \"48C515\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G3151", "48F415", "48D1", "48A172", "41F57"], "valid_json": true, "hf1": 0.3258883248730965, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G3151\", \"48F415\", 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"hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "601A118", "601A58"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"601A118\", \"601A58\"]}", "finish": "stop"}, {"codes": ["9B104(1910s)", "9B104(1850s)", "9B104(1810s)", "9B104(1830s)", "9B104(1840s)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(1910s)\", \"9B104(1850s)\", \"9B104(1810s)\", \"9B104(1830s)\", \"9B104(1840s)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.04233576642335766, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["124D2(DIGRESSIVE)", "124D230(FORCED)", "124D241(UNHOLY)", "49B185"], "valid_json": true, "hf1": 0.05370370370370371, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D2(DIGRESSIVE)\", \"124D230(FORCED)\", \"124D241(UNHOLY)\", \"49B185\"]}", "finish": "stop"}, {"codes": ["48A2185", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.08769230769230771, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06883494078300048, "best_hf1": 0.1640686922060766, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "124D2(DIGRESSIVE)", "124D230(FORCED)", "124D241(UNHOLY)", "15B20", "16G97", "25C8", "2E198", "2E199", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31D11", "31D16", "31J03", "32A107", "32A195", "32B107", "32B114", "32B15", "33A17", "33B15", "33C30", "36A16211", "37J", "37L", "37P", "44E51", "45E04", "47I34", "48A125", "48A2151", "48A2152", "48A2153", "48A2185", "48A2211", "48A28", "48C1511", "48C40", "49B185", "4F12", "59C11(GRUNGE AWORDING)", "59C11(GRUNGE CHAIN)", "59C23(GRUNGE BULL)", "59C23(GRUNGE GOAT)", "59C23(GRUNGE HORSE)", "59C6(GRUNGE MSC)", "59D13(GRUNGE ROD OCCTING)", "59D13(GRUNGE SNAKE)", "59G14(GRUNGE DEVIL)", "59G14(GRUNGE FORM)", "601A118", "601A58", "72A023", "72A051", "72A433", "74A12A(1500-1599)", "74A12A(1600+)", "74A12A(1700+)", "79V22", "99K4(ORIGINAL CREATION)", "9B104(1810s)", "9B104(1830s)", "9B104(1840s)", "9B104(1850s)", "9B104(1910s)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 587, "gt_codes": ["25F6(+63)", "25H213", "25I3", "86(MIT DIESEN NUN GAR ANDERS)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FISH)", "59G24(MULTIPLE FISH)", "59G23(CARP)", "59G15(WATER)", "59C23(FISHING)", "51C30", "51C18"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FISH)\", \"59G24(MULTIPLE FISH)\", \"59G23(CARP)\", \"59G15(WATER)\", \"59C23(FISHING)\", \"51C30\", \"51C18\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B220", "212"], "valid_json": true, "hf1": 0.07125000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B220\", \"212\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FISH)", "29B33A(ANIMAL + PEOPLE)", "30A4W(FISH + HOLOGRAPHY)", "75B63(FISH + HAND)", "94F0511"], "valid_json": true, "hf1": 0.11836734693877551, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FISH)\", \"29B33A(ANIMAL + PEOPLE)\", \"30A4W(FISH + HOLOGRAPHY)\", \"75B63(FISH + HAND)\", \"94F0511\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["31C151", "31A4", "31D231", "13C21"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31C151\", \"31A4\", \"31D231\", \"13C21\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"Animal, Livestock, Fish and similar aquatic animals, seen in a landscape setting, specifically a river or stream.\"}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(Animals).", "30A(FISH).", "30C161(Animal).", "30C217(Famous Animal).", "30B05(Situating),"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(Animals).\", \"30A(FISH).\", \"30C161(Animal).\", \"30C217(Famous Animal).\", \"30B05(Situating),\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250(FISH)", "28F92####(MOUTH)", "28F149(LANGUAGE)", "28F111(PARAMETER)", "28F1AAA(BODY)", "31G840(SPEECH)", "35F1400(VOCEDATION)", "44C6710(READ)", "44F2200(WRITING)", "60G240(SKU)", "60G710(IREL)", "60G390(OESTRON)"], "valid_json": true, "hf1": 0.09852889667250438, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250(FISH)\", \"28F92####(MOUTH)\", \"28F149(LANGUAGE)\", \"28F111(PARAMETER)\", \"28F1AAA(BODY)\", \"31G840(SPEECH)\", \"35F1400(VOCEDATION)\", \"44C6710(READ)\", \"44F2200(WRITING)\", \"60G240(SKU)\", \"60G710(IREL)\", \"60G390(OESTRON)\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.07468354430379748, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.036926861744692334, "best_hf1": 0.228, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "13A3", "13C21", "15B20", "16G97", "19B220", "1B104(Animals).", "212", "22C3250(FISH)", "23F9", "24A12A(LOCKS)", "24A20A(FISH)", "25G98", "25G99", "28F111(PARAMETER)", "28F149(LANGUAGE)", "28F1AAA(BODY)", "28F92####(MOUTH)", "29B33A(ANIMAL + PEOPLE)", "30A(FISH).", "30A4W(FISH + HOLOGRAPHY)", "30B05(Situating),", "30C161(Animal).", "30C217(Famous Animal).", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A235", "31A25", "31A26", "31A4", "31A72", "31A77", "31A89", "31A96", "31C151", "31D11", "31D16", "31D231", "31G840(SPEECH)", "31J83", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33B1", "34A31", "35F1400(VOCEDATION)", "41A128", "41B1", "41B3", "44C6710(READ)", "44F2200(WRITING)", "45E84", "48A244", "51C18", "51C30", "51C45", "59C23(FISHING)", "59G14(GRUNGE FORM)", "59G15(WATER)", "59G23(CARP)", "59G24(FISH)", "59G24(MULTIPLE FISH)", "60G240(SKU)", "60G390(OESTRON)", "60G710(IREL)", "630E", "631A", "75B63(FISH + HAND)", "94F0511"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 588, "gt_codes": ["86(DREY ST\u00c4NDE/ DARINNEN DIE WELT BESTEHET)", "25A13", "46A14", "46A124", "11P3113", "11C12", "55C2", "45C13(SWORD)", "49MM32", "47I15(FLAIL)", "51A5", "11A23"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.07892976588628763, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany-\u00adcastles-\u00adfort\u201d), \"59I19(Castle), \"59P56(landform;\u00ad-\u00ad-\u00admount), \"59P56(landform;\u00ad-\u00ad-\u00admountain), '143A18(earth;\u00ad-\u00ad-\u00adworld\u2011)\"]}.", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.15043824701195221, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FINGERS)", "90C1A(BOOK, OPEN)"], "valid_json": true, "hf1": 0.02814814814814815, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FINGERS)\", \"90C1A(BOOK, OPEN)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.15651672433679356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.20673529411764704, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.15785714285714286, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THCENTILITY)", "9B104(20THCENTURY)", "9B104(21STCENTURY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THCENTILITY)\", \"9B104(20THCENTURY)\", \"9B104(21STCENTURY)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.06592178770949722, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.11335740072202168, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.25887939221272555, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULETS OR SPREAKES)", "92####(MAGNIFIED)", "92C93", "92C94"], "valid_json": true, "hf1": 0.07222857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULETS OR SPREAKES)\", \"92####(MAGNIFIED)\", \"92C93\", \"92C94\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.24181818181818182, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0907438056476676, "best_hf1": 0.25887939221272555, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "15B20", "16G97", "22C32(BULETS OR SPREAKES)", "23F9", "24A12A(LOCKS)", "24A20A(FINGERS)", "2E198", "2E199", "31D11", "31D16", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B15", "33C17", "33C30", "45E04", "45E22", "45E24", "45F04", "48A125", "48A28", "48C1511", "48C40", "51C45", "73A244", "90C1A(BOOK, OPEN)", "92####(MAGNIFIED)", "92C93", "92C94", "9B104(19THCENTILITY)", "9B104(20THCENTURY)", "9B104(21STCENTURY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 589, "gt_codes": ["49E39311(PHIAL)", "49E39312(RETORT)", "49E3932", "49E3952(DISTILLATION)", "49E81"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"20B11\",\n\t\"20B12\",\n\t\"20B13\",\n\t\"20B14\",\n\t\"20B15\",\n\t\"20B16\",\n\t\"20B17\",\n\t\"20B18\",\n\t\"20B19\",\n\t\"20B20\",\n\t\"20B21\",\n\t\"20B22\",\n\t\"20B23\",\n\t\"20B24\",\n\t\"20B25\",\n\t\"20B26\",\n\t\"20B27\",\n\t\"20B28\",\n\t\"20B29\",\n\t\"20B30\",\n\t\"20B31\",\n\t\"20B32\",\n\t\"20B33\",\n\t\"20B34\",\n\t\"20B35\",\n\t\"20B36\",\n\t\"20B37\",\n\t\"20B38\",\n\t\"20B39\",\n\t\"20B40\",\n\t\"20B41\",\n\t\"20B42\",\n\t\"20B43\",\n\t\"20B44\",\n\t\"20B45\",\n\t\"20B46\",\n\t\"20B47\",\n\t\"20B48\",\n\t\"20B49\",\n\t\"20B50\",\n\t\"20B51\",\n\t\"20B52\",\n\t\"20B53\",\n\t\"20B54\",\n\t\"20B55\",\n\t\"20B56\",\n\t\"20B57\",\n\t\"20B58\",\n\t\"20B59\",\n\t\"20B60\",\n\t\"20B61\",\n\t\"20B62\",\n\t\"20B63\",\n\t\"20B64\",\n\t\"20B65\",\n\t\"20B66\",\n\t\"20B67\",\n\t\"20B68\",\n\t\"20B69\",\n\t\"20B70\",\n\t\"20B71\",\n\t\"20B72\",\n\t\"20B73\",\n\t\"20B74\",\n\t\"20B75\",\n\t\"20B76\",\n\t\"20B77\",\n\t\"20B78\",\n\t\"20B79\",\n\t\"20B80\",\n\t\"20B81\",\n\t\"20B82\",\n\t\"20B83\",\n\t\"20B84\",\n\t\"20B85\",\n\t\"20B86\",\n\t\"20B87\",\n\t\"20B88\",\n\t\"20B89\",\n\t\"20B90\",\n\t\"20B91\",\n\t\"20B92\",\n\t\"20B93\",\n\t\"20B94\",\n\t\"20B95"}, "samples": [{"codes": ["59G14(GROSS)", "15B14(BANK MAT)", "25C22(BOP)", "15O13(FLOOR MAT)", "13L44", "15O42", "13Q24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROSS)\", \"15B14(BANK MAT)\", \"25C22(BOP)\", \"15O13(FLOOR MAT)\", \"13L44\", \"15O42\", \"13Q24\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["24A12A(APRATION DUCT)", "24A33A(RETORT)", "24A43B(RETORT VESSEL)", "25H45C(THING TO BURN OR MELT)", "25H49B(ROSIN)", "25K149(CATINCHING STRIATUM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APRATION DUCT)\", \"24A33A(RETORT)\", \"24A43B(RETORT VESSEL)\", \"25H45C(THING TO BURN OR MELT)\", \"25H49B(ROSIN)\", \"25K149(CATINCHING STRIATUM)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.13197278911564625, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A162(ASTRONOMICAL INSTRUMENT)", "36A29(SYNOPTICAL COMPASS)", "36B3(DIAL)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(ASTRONOMICAL INSTRUMENT)\", \"36A29(SYNOPTICAL COMPASS)\", \"36B3(DIAL)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "90125", "9017"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"90125\", \"9017\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "418A", "41B32"], "valid_json": true, "hf1": 0.08636678200692043, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"418A\", \"41B32\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.013646223195160418, "best_hf1": 0.13197278911564625, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11A1", "11A238", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "13L44", "13Q24", "15B14(BANK MAT)", "15B20", "15O13(FLOOR MAT)", "15O42", "16D04", "16G97", "16I19", "18A10", "1B104(19THCENTILITY)", "2113(16THC-17THCENSITY)", "21D322", "22B159", "22C3250", "23F9", "24A12A(APRATION DUCT)", "24A33A(RETORT)", "24A43B(RETORT VESSEL)", "25C22(BOP)", "25H45C(THING TO BURN OR MELT)", "25H49B(ROSIN)", "25K149(CATINCHING STRIATUM)", "26C7", "27A107", "2E198", "2E199", "31A43", "31B15", "31C2", "31C26", "31D11", "31J84011", "31J88911", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "35B2", "35C7", "36A162(ASTRONOMICAL INSTRUMENT)", "36A29(SYNOPTICAL COMPASS)", "36B3(DIAL)", "418A", "41B32", "47C1511", "51C45", "52A9", "59G14(GROSS)", "72A023", "72A051", "72A433", "72A438", "73A", "73A244", "73F12", "90125", "9017"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 590, "gt_codes": ["48A9871", "49L17"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59114(GRUNGE FORM)", "59124(GRUNGE DEVISE)", "59113(GRUNGE INITIAL)", "59306(GRUNGE WITH INITIAL)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE FORM)\", \"59124(GRUNGE DEVISE)\", \"59113(GRUNGE INITIAL)\", \"59306(GRUNGE WITH INITIAL)\"]}", "finish": "stop"}, {"codes": ["22A107", "22B(KHAMAG)", "22B(BHUN)", "22B(THAS)", "22B(HO)", "22B(TBUR)/FRAG"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B(KHAMAG)\", \"22B(BHUN)\", \"22B(THAS)\", \"22B(HO)\", \"22B(TBUR)/FRAG\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1CJ03094(Scriptman)(Scribe)\"}]", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(PORE)", "90C1A(BOOKLET, BROTCHETTE OR NONEWSPAPER)", "90C1A(BOOKLET, BROTCHETTE OR NEWSPAPER)", "95E2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"90C1A(BOOKLET, BROTCHETTE OR NONEWSPAPER)\", \"90C1A(BOOKLET, BROTCHETTE OR NEWSPAPER)\", \"95E2\"]}", "finish": "stop"}, {"codes": ["21E118", "21H74", "21J8", "21L19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21E118\", \"21H74\", \"21J8\", \"21L19\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["25H062(Antoine_DE_Sainte_Catherine)", "25L05(DES NOMBRES)", "33D3(DIMENSIONS)", "33E25(RADIOLOGY)", "33H11(MATHEMATICAL GHOST)", "33Q5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(Antoine_DE_Sainte_Catherine)\", \"25L05(DES NOMBRES)\", \"33D3(DIMENSIONS)\", \"33E25(RADIOLOGY)\", \"33H11(MATHEMATICAL GHOST)\", \"33Q5\"]}", "finish": "stop"}, {"codes": ["21A18", 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"{\"iconclass-codes\": [\"16G17\", \"16G19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "25F23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"25F23\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULETS OR SPOTS)", "39A####(MARGINAL)", "39A####(LESS ON)", "39A####(LESS ON)", "39A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULETS OR SPOTS)\", \"39A####(MARGINAL)\", 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\"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590", "11A02", "11F31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590\", \"11A02\", \"11F31\"]}", "finish": "stop"}, {"codes": ["11A238", "20F93", "12C489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"20F93\", \"12C489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0866660080068149, "best_hf1": 0.2636871508379889, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A02", "11A16", "11A238", "11A8", "11E12", "11E18", "11F2", "11F31", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12C489", "12F52(DIGRESSIVE)", "13A3301", "16G97", "18B16", "18B20", "19E34", "19F04", "20A45", "20F93", "21A181", "22A107", "22B1590", "22C3250", "22I515", "24A12A(ILLUSTRATION IN BOOKORPRINT)", "25A1", "26C7", "31D11", "31J03", "32A16", "32A43", "32B15", "32C2", "32C26", "32C4", "33A(BRICKWORK)", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "35B2", "35C7", "45E04", "45E22", "45E24", "48A125", "48B22(man)", "48B25(TRAMP)", "48B317(figureholdinghorseorbridle)", "48C1511", "49B105(battlefield)", "49I02(Middle_High_German)", "49O01(Germanic_Speaking_Deltas)", "52A9", "92L1", "92L41", "99A16(Middle_High_German)", "99O14(Germanic_Speaking_Deltas)", "9B104(1310-1350,GERMANIC)", "9B113(1380-1410,GERMANIC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 593, "gt_codes": ["25H2314", "25I1", "46C112:47G52", "47I21", "47I228"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11"}, "samples": [{"codes": ["59G14(Germany)", "59P40(Castle)", "59P42(Bridge)", "59O81(FLOOR)", "59U34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany)\", \"59P40(Castle)\", \"59P42(Bridge)\", \"59O81(FLOOR)\", \"59U34\"], \"note\": \"This artwork appears to be a landscape painting depicting a castle and bridge. The icons capture the key elements and some inferred details like the floorguide due to the people's stance.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B22", "42G2"], "valid_json": true, "hf1": 0.10594847775175645, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B22\", \"42G2\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A) CASTLED CASTELLUM", "24B3B(ARCH), (24B3B) BROCH", "24B3B(ANCHORS), (24B3B) CASTROS", "51A5149(CAT. OF 51A. PAG E.)", "51A5184(PHOTO), (51A5184) PHOTOGRAPHIC PRINT"], "valid_json": true, "hf1": 0.09120000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A) CASTLED CASTELLUM\", \"24B3B(ARCH), (24B3B) BROCH\", \"24B3B(ANCHORS), (24B3B) CASTROS\", \"51A5149(CAT. OF 51A. PAG E.)\", \"51A5184(PHOTO), (51A5184) PHOTOGRAPHIC PRINT\"], \"note\": \"This artwork is a depiction of a European castle scene featuring notable elements: a series of stone arches forming a bridge, a castle or fortress in the background, people and animals (horses and dogs) near the bridge, and a larger stone aqueduct or bridge structure connecting different areas. The scene includes human activity such as people standing by the aqueduct and others near vehicles. The artwork also shows a large tree trunk and branches near a watercourse, adding to the picturesque setting. Additionally, there is an outdoor scene with a person on horseback and another walking, emphasizing the natural and built environment. The overall composition captures a blend of architectural and natural elements, suggesting a historical or pastoral setting.\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(AQUEDUCT FROM VILLOIRGUS)", "36A163(FALL IN 36A162)", "36A25(RIVER CROSSING)", "45K1(BANK)", "19F211(VILLAGE ON RIVER BANK)"], "valid_json": true, "hf1": 0.057, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(AQUEDUCT FROM VILLOIRGUS)\", \"36A163(FALL IN 36A162)\", \"36A25(RIVER CROSSING)\", \"45K1(BANK)\", \"19F211(VILLAGE ON RIVER BANK)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "122I515", "11A16"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"122I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "2113(10TH-17THC)", "2113(14THC-16THC)", "2113(16THC-17THC)"], "valid_json": true, "hf1": 0.10592592592592594, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"2113(10TH-17THC)\", \"2113(14THC-16THC)\", \"2113(16THC-17THC)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3", "50F11", "50F26"], "valid_json": true, "hf1": 0.04956521739130435, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3\", \"50F11\", \"50F26\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.07354838709677419, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(COURT)", "121D275(COUNCIL)", "121D281(General Assembly)", "121D31(DIPLOMETIC EMPLOYEE)", "121H(CONVERSATION)", "121H274(GROUP OF PEOPLE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURT)\", \"121D275(COUNCIL)\", \"121D281(General Assembly)\", \"121D31(DIPLOMETIC EMPLOYEE)\", \"121H(CONVERSATION)\", \"121H274(GROUP OF PEOPLE)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "43A244"], "valid_json": true, "hf1": 0.13197278911564625, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"43A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05164199427453239, "best_hf1": 0.13197278911564625, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A218", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D26(COURT)", "121D275(COUNCIL)", "121D281(General Assembly)", "121D31(DIPLOMETIC EMPLOYEE)", "121H(CONVERSATION)", "121H274(GROUP OF PEOPLE)", "122I515", "15B20", "163A05", "16G97", "19B22", "19F211(VILLAGE ON RIVER BANK)", "1B104(19THCENTILITY)", "2113(10TH-17THC)", "2113(14THC-16THC)", "2113(16THC-17THC)", "2113(16THC-17THCENSITY)", "21D322", "23F9", "24A12A(LOCKS), (24A12A) CASTLED CASTELLUM", "24B3B(ANCHORS), (24B3B) CASTROS", "24B3B(ARCH), (24B3B) BROCH", "2E198", "2E199", "31A1002", "31A12", "31D11", "31J84", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A17", "33B1", "36A162(AQUEDUCT FROM VILLOIRGUS)", "36A163(FALL IN 36A162)", "36A25(RIVER CROSSING)", "41B1", "41B3", "42G2", "43A244", "43A3", "45E84", "45K1(BANK)", "47C1511", "50F11", "50F26", "51A5149(CAT. OF 51A. PAG E.)", "51A5184(PHOTO), (51A5184) PHOTOGRAPHIC PRINT", "51C45", "59G14(Germany)", "59O81(FLOOR)", "59P40(Castle)", "59P42(Bridge)", "59U34", "601A11", "72A023", "72A051", "72A433", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 594, "gt_codes": ["49H3", "83(OGILBY, America)"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUPED FORMS SEA)", "59H97(FORTIFIED TOWN)", "59H97(WHITE SANDFORT)", "59P33(ship)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FORMS SEA)\", \"59H97(FORTIFIED TOWN)\", \"59H97(WHITE SANDFORT)\", \"59P33(ship)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V220", "212M63"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WRECKING SHIP], (24A12A)BOAT (SMALLWRECK SHIP BOAT)\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DIST)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DIST)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "122I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"122I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104( Scaffold)", "1B105(FIRST KILT)", "25H(17 cents)", "25I(2 dollars)", "25I(25 cents)", "25I(50 cents)", "25I(5 dollars)", "25I($100)", "25I($1)", "25I($10)", "25I($20)", "25I($2)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104( Scaffold)\", \"1B105(FIRST KILT)\", \"25H(17 cents)\", \"25I(2 dollars)\", \"25I(25 cents)\", \"25I(50 cents)\", \"25I(5 dollars)\", \"25I($100)\", \"25I($1)\", \"25I($10)\", \"25I($20)\", \"25I($2)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"book\": [\"38L30\"]}{\n\t\t\t\t\"key\": \"38L\"\": \"print\"}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.07272727272727274, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE MAP OR CU)TOPPINS)\", \"121E21(MINOR MAP OR PLOT)\", \"21C149(LAND:REST AND PORT)\", \"11C22(SHORE AND CLIFFES, GROUPED)\", \"21F1(SHADOWING)\", \"54G4145(WEDDING SHIP)ATH CORSAGE OR VASE\", \"54G4225(BIBLOGPHICAL AND PHILOSOPHERS INSTRUMENTS EXAMINE)}, 54G422(ORIGINAL ARTIFACT SHOW MOUNTING BACK)}\"]", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.021368371212121214, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A16", "11A218", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "122I515", "16G97", "1B104( Scaffold)", "1B105(FIRST KILT)", "20C33", "212M63", "21L103", "23F9", "25H(17 cents)", "25I($1)", "25I($10)", "25I($100)", "25I($2)", "25I($20)", "25I(2 dollars)", "25I(25 cents)", "25I(5 dollars)", "25I(50 cents)", "2E198", "2E199", "31A0231", "31A0272", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A1002", "33A12", "34A31", "36A06211", "37J", "37L", "37P33", "39B03(DIST)", "418A", "41A128", "41B3", "45E04", "47C1511", "51C45", "59G14(GROUPED FORMS SEA)", "59H97(FORTIFIED TOWN)", "59H97(WHITE SANDFORT)", "59P33(ship)", "630E", "631A", "73A244", "89V220"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 595, "gt_codes": ["49M42", "49M3"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE DEVIL)", "59G13(GRUNGE ROD OF FLOOR)", "59G34(GRUNGE SCHEDE)", "59C23(GRUNGE HORNS)", "59C13(GRUNGE HEAD)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE DEVIL)\", \"59G13(GRUNGE ROD OF FLOOR)\", \"59G34(GRUNGE SCHEDE)\", \"59C23(GRUNGE HORNS)\", \"59C13(GRUNGE HEAD)\"], \"guide-text\": \"Emblem of St Sebastian by Pieter Bruegel older Creation.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E152", "11E157", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E152\", \"11E157\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(CHRIST THE FLYING)", "9B113(ST. CLYDE)", "9B113(ST. CUTHBERT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(CHRIST THE FLYING)\", \"9B113(ST. CLYDE)\", \"9B113(ST. CUTHBERT)\"]}", "finish": "stop"}, {"codes": ["16G9", "13N23", "53B24", "110B15"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G9\", \"13N23\", \"53B24\", \"110B15\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(HUMAN)", "121D931(DIPLOMETIC)", "121D93120(POSTURE)", "121D94(SYMBOLIC)", "54G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FORCED)\", \"121D241(HUMAN)\", \"121D931(DIPLOMETIC)\", \"121D93120(POSTURE)\", \"121D94(SYMBOLIC)\", \"54G41\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.012892857142857143, "best_hf1": 0.076, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "110B15", "11A1", "11A218", "11E12", "11E1515", "11E152", "11E157", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(HUMAN)", "121D931(DIPLOMETIC)", "121D93120(POSTURE)", "121D94(SYMBOLIC)", "13A3", "13N23", "15B20", "16G9", "23F9", "24A12A", "24A26", "2E198", "2E199", "31A10", "31A12", "31D11", "31J8401", "31J8402", "31J8412", "32A107", "32B107", "32B114", "32B128", "32B15", "33A10", "33A17", "33B1", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "48A125", "48A244", "48C1511", "51C45", "53B24", "54G41", "59C13(GRUNGE HEAD)", "59C23(GRUNGE HORNS)", "59G13(GRUNGE ROD OF FLOOR)", "59G14(GRUNGE FORM)", "59G24(GRUNGE DEVIL)", "59G34(GRUNGE SCHEDE)", "9B104", "9B113", "9B113(CHRIST THE FLYING)", "9B113(ST. CLYDE)", "9B113(ST. CUTHBERT)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 596, "gt_codes": ["25F36(GULL)", "25H23", "26A", "41A775"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\",\n \"30B15\",\n \"30B16\",\n \"30B17\",\n \"30B18\",\n \"30B19\",\n \"30B20\",\n \"30B21\",\n \"30B22\",\n \"30B23\",\n \"30B24\",\n \"30B25\",\n \"30B26\",\n \"30B27\",\n \"30B28\",\n \"30B29\",\n \"30B30\",\n \"30B31\",\n \"30B32\",\n \"30B33\",\n \"30B34\",\n \"30B35\",\n \"30B36\",\n \"30B37\",\n \"30B38\",\n \"30B39\",\n \"30B40\",\n \"30B41\",\n \"30B42\",\n \"30B43\",\n \"30B44\",\n \"30B45\",\n \"30B46\",\n \"30B47\",\n \"30B48\",\n \"30B49\",\n \"30B50\",\n \"30B51\",\n \"30B52\",\n \"30B53\",\n \"30B54\",\n \"30B55\",\n \"30B56\",\n \"30B57\",\n \"30B58\",\n \"30B59\",\n \"30B60\",\n \"30B61\",\n \"30B62\",\n \"30B63\",\n \"30B64\",\n \"30B65\",\n \"30B66\",\n \"30B67\",\n \"30B68\",\n \"30B69\",\n \"30B70\",\n \"30B71\",\n \"30B72\",\n \"30B73\",\n \"30B74\",\n \"30B75\",\n \"30B76\",\n \"30B77\",\n \"30B78\",\n \"30B79\",\n \"30B80\",\n \"30B81\",\n \"30B82\",\n \"30B83\",\n \"30B84\",\n \"30B85\",\n \"30B86\",\n \"30B87\",\n \"30B88\",\n \"30B89\",\n \"30B90\",\n \"30B91\",\n \"30B92\",\n \"30B93\",\n \"30B94\","}, "samples": [{"codes": ["59G14(GROUPED FIGURES SEA)", "40F97(FISH SPOUT)", "11A15(WATERLINE)", "63A13(BOAT", "63C42(SAILED BOAT)", "64B21(HUGE SEAWAY WAVE)", "81E49(PILE OF RAGS OR TRASH)", "81E51(EMISCITY)", "81F19(HOWSTWORDING)", "81F52(FISHING OR FISHING TOOL)", "81F59(FISHING GEAR)", "81F60(FISHING ICE TOOLS)", "81H15(NET FOR FISHING OR SHELLFISH)", "81H27(CATCHING FISH)", "81H28(DRAWING A NET)", "81H71(DRAWING A NET)", "81H72(DRAWING A NET)", "82B6(THE OCEAN LARGE)", "82B94(GIBBERING WIND)", "82D92(WIND AND THERMAL CURRENT", "A3B32(SMALL SEA BIRD)", "A3B25(HATCH)", "A3B66(HATCH)", "A3B70(HATCH)", "A3B71(HATCH)", "A3B75(FISH)", "A3B87(BOAT)", "A3B99(FISHING)", "A6C33(FISH)", "A6G46(FISH)", "A6G58(FISHING)", "A6G59(FISHING)", "A6G62(FISHING)", "A6G63(FISHING)", "A6G64(FISHING)", "A6G65(FISHING)", "A6G73(FISHING)", "A6G74(FISHING)", "A6G75(FISHING)", "A6G76(FISHING)", "A6G77(FISHING)", "A6G78(FISHING)", "A6G80(FISHING)", "A6G81(FISHING)", "A6G82(FISHING)", "A6G83(FISHING)", "A6G84(FISHING)", "A6G85(FISHING)", "A6G86(FISHING)", "A6G87(FISHING)", "D18B8", "D33A44", "D369A3", "D369A7", "D369A8", "D6B3", "E39G1", "F33A42", "F33A46", "F33A51", "F3D7A9(NUPTIALS OF THE SEA)", "G1G09", "G1E9", "G31F", "G34C", "G44A1", "G48E"], "valid_json": true, "hf1": 0.005352112676056338, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES SEA)\", \"40F97(FISH SPOUT)\", \"11A15(WATERLINE)\", \"63A13(BOAT\", \"63C42(SAILED BOAT)\", \"64B21(HUGE SEAWAY WAVE)\", \"81E49(PILE OF RAGS OR TRASH)\", \"81E51(EMISCITY)\", \"81F19(HOWSTWORDING)\", \"81F52(FISHING OR FISHING TOOL)\", \"81F59(FISHING GEAR)\", \"81F60(FISHING ICE TOOLS)\", \"81H15(NET FOR FISHING OR SHELLFISH)\", \"81H27(CATCHING FISH)\", \"81H28(DRAWING A NET)\", \"81H71(DRAWING A NET)\", \"81H72(DRAWING A NET)\", \"82B6(THE OCEAN LARGE)\", \"82B94(GIBBERING WIND)\", \"82D92(WIND AND THERMAL CURRENT\", \"A3B32(SMALL SEA BIRD)\", \"A3B25(HATCH)\", \"A3B66(HATCH)\", \"A3B70(HATCH)\", \"A3B71(HATCH)\", \"A3B75(FISH)\", \"A3B87(BOAT)\", \"A3B99(FISHING)\", \"A6C33(FISH)\", \"A6G46(FISH)\", \"A6G58(FISHING)\", \"A6G59(FISHING)\", \"A6G62(FISHING)\", \"A6G63(FISHING)\", \"A6G64(FISHING)\", \"A6G65(FISHING)\", \"A6G73(FISHING)\", \"A6G74(FISHING)\", \"A6G75(FISHING)\", \"A6G76(FISHING)\", \"A6G77(FISHING)\", \"A6G78(FISHING)\", \"A6G80(FISHING)\", \"A6G81(FISHING)\", \"A6G82(FISHING)\", \"A6G83(FISHING)\", \"A6G84(FISHING)\", \"A6G85(FISHING)\", \"A6G86(FISHING)\", \"A6G87(FISHING)\", \"D18B8\", \"D33A44\", \"D369A3\", \"D369A7\", \"D369A8\", \"D6B3\", \"E39G1\", \"F33A42\", \"F33A46\", \"F33A51\", \"F3D7A9(NUPTIALS OF THE SEA)\", \"G1G09\", \"G1E9\", \"G31F\", \"G34C\", \"G44A1\", \"G48E\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E820", "45E8601", "45E6301"], "valid_json": true, "hf1": 0.07549019607843137, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E820\", \"45E8601\", \"45E6301\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "30C4", "30C6", "30M90", "30K12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"30C4\", \"30C6\", \"30M90\", \"30K12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["43C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A0621", "36A0668", "36A0833", "36A0865", "36A0888"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A0621\", \"36A0668\", \"36A0833\", \"36A0865\", \"36A0888\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.07468354430379748, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "44A43", "46A111"], "valid_json": true, "hf1": 0.06610169491525424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"44A43\", \"46A111\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0543778801843318, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A370", "43K28", "32C40"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A370\", \"43K28\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.10133333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURIER)\", \"121D270,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)**,121D26,121B159(####)\"}]", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "41A244"], "valid_json": true, "hf1": 0.23579081632653062, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"41A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04465393194694178, "best_hf1": 0.23579081632653062, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A15(WATERLINE)", "11A16", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "15B20", "16G97", "1B104", "1B113", "21A15", "21D32", "23F9", "305B28", "30A12", "30B51", "30C34", "30C36", "30C37", "30C4", "30C6", "30K12", "30M90", "30W51", "31A023", "31A051", "31A1002", "31A12", "31A181", "31A184", "31A235", "31D11", "31J84", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "32C40", "33B1", "36A0621", "36A0668", "36A0833", "36A0865", "36A0888", "40F97(FISH SPOUT)", "41A244", "41B1", "41B3", "43C1511", "43K28", "44A43", "45E6301", "45E820", "45E84", "45E8601", "46A111", "51C45", "51F13", "51G6", "51M5", "59G14(GROUPED FIGURES SEA)", "63A13(BOAT", "63C42(SAILED BOAT)", "64B21(HUGE SEAWAY WAVE)", "73A370", "81E49(PILE OF RAGS OR TRASH)", "81E51(EMISCITY)", "81F19(HOWSTWORDING)", "81F52(FISHING OR FISHING TOOL)", "81F59(FISHING GEAR)", "81F60(FISHING ICE TOOLS)", "81H15(NET FOR FISHING OR SHELLFISH)", "81H27(CATCHING FISH)", "81H28(DRAWING A NET)", "81H71(DRAWING A NET)", "81H72(DRAWING A NET)", "82B6(THE OCEAN LARGE)", "82B94(GIBBERING WIND)", "82D92(WIND AND THERMAL CURRENT", "A3B25(HATCH)", "A3B32(SMALL SEA BIRD)", "A3B66(HATCH)", "A3B70(HATCH)", "A3B71(HATCH)", "A3B75(FISH)", "A3B87(BOAT)", "A3B99(FISHING)", "A6C33(FISH)", "A6G46(FISH)", "A6G58(FISHING)", "A6G59(FISHING)", "A6G62(FISHING)", "A6G63(FISHING)", "A6G64(FISHING)", "A6G65(FISHING)", "A6G73(FISHING)", "A6G74(FISHING)", "A6G75(FISHING)", "A6G76(FISHING)", "A6G77(FISHING)", "A6G78(FISHING)", "A6G80(FISHING)", "A6G81(FISHING)", "A6G82(FISHING)", "A6G83(FISHING)", "A6G84(FISHING)", "A6G85(FISHING)", "A6G86(FISHING)", "A6G87(FISHING)", "D18B8", "D33A44", "D369A3", "D369A7", "D369A8", "D6B3", "E39G1", "F33A42", "F33A46", "F33A51", "F3D7A9(NUPTIALS OF THE SEA)", "G1E9", "G1G09", "G31F", "G34C", "G44A1", "G48E"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 597, "gt_codes": ["25F(+342):25F(+154)", "25F42(+154)", "25F42(+57321)", "25G13", "25G21(+154)", "25H114", "25I12", "41D221(HAT)(+81)", "44B192", "92B11221", "92B58(CADUCEUS)", "92B58(PETASUS)", "52D3(+4)", "54F1(+4)", "54F12(+4)", "57A6(+4)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GREEK MEDICAL SEA)", "40497", "59C21113", "683C163", "33C4", "59C42", "12B24"], "valid_json": true, "hf1": 0.08738431563565514, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GREEK MEDICAL SEA)\", \"40497\", \"59C21113\", \"683C163\", \"33C4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74A12C", "74B3", "74B4", "74B5", "74B6", "74B7", "74B90", "74B11", "74B12", "74B13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74A12C\", \"74B3\", \"74B4\", \"74B5\", \"74B6\", \"74B7\", \"74B90\", \"74B11\", \"74B12\", \"74B13\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A181\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.03166666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine_DE_Sainte_Catherine)", "36A163(EuroTLB_Icon 36A16)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine_DE_Sainte_Catherine)\", \"36A163(EuroTLB_Icon 36A16)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.19874213836477989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A43", "48A181"], "valid_json": true, "hf1": 0.039795918367346944, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A43\", \"48A181\"]}", "finish": "stop"}, {"codes": ["9B104(19101)", "9B104(191161)", "9B104(191251)", "9B104(191252)", "L1602", "C2007"], "valid_json": true, "hf1": 0.05777233782129743, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19101)\", \"9B104(191161)\", \"9B104(191251)\", \"9B104(191252)\", \"L1602\", \"C2007\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92K4(ANIMAL ICONOGRAPHY)"], "valid_json": true, "hf1": 0.1297770154373928, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92K4(ANIMAL ICONOGRAPHY)\"]}", "finish": "stop"}, {"codes": ["20C33", "21C10", "15A13"], "valid_json": true, "hf1": 0.1047438330170778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21C10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["6D3A8", "6D3B2", "6D3B", "6D3B6", "6D3B8", "6D3B10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"6D3A8\", \"6D3B2\", \"6D3B\", \"6D3B6\", \"6D3B8\", \"6D3B10\"]}", "finish": "stop"}, {"codes": ["33D2", "5E1101", "5E1104", "5F3105", "11E02", "3AAA52", "28F13", "15W140"], "valid_json": true, "hf1": 0.11194293478260871, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"5E1101\",\n \"5E1104\",\n \"5F3105\",\n \"11E02\",\n \"3AAA52\",\n \"28F13\",\n \"15W140\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489", "23A45"], "valid_json": true, "hf1": 0.09261744966442953, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.053402663109828434, "best_hf1": 0.19874213836477989, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A238", "11E02", "11E1515", "11E162", "11E167", "11H112", "11H118", "11H166", "11H168", "11H24", "11H28", "11H743", "12B24", "12C489", "15A13", "15W140", "16G97", "20C33", "21C10", "23A45", "23F93", "25G98", "25G99", "28F13", "31A132", "31A181", "31D16", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33C17", "33C4", "33D2", "36A162(Antoine_DE_Sainte_Catherine)", "36A163(EuroTLB_Icon 36A16)", "3AAA52", "40497", "47I34", "48A181", "48A43", "48C1511", "59C21113", "59C42", "59G14(GREEK MEDICAL SEA)", "5E1101", "5E1104", "5F3105", "683C163", "6D3A8", "6D3B", "6D3B10", "6D3B2", "6D3B6", "6D3B8", "72A023", "72A051", "73F12", "74A12A", "74A12B", "74A12C", "74B11", "74B12", "74B13", "74B3", "74B4", "74B5", "74B6", "74B7", "74B90", "92E51", "92K4(ANIMAL ICONOGRAPHY)", "9B104(19101)", "9B104(191161)", "9B104(191251)", "9B104(191252)", "C2007", "L1602"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 598, "gt_codes": ["11F61", "11H(JOSEPH)", "11HH(ANNA)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.19661016949152546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKER)", "239C211(EARLY CHRISTOLOGY)", "163B13(ARCHAIC NARRATIVE)"], "valid_json": true, "hf1": 0.12962750716332377, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKER)\", \"239C211(EARLY CHRISTOLOGY)\", \"163B13(ARCHAIC NARRATIVE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168", "31E170", "31E169"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\", \"31E170\", \"31E169\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(CHRISTENSE)", "24A33A(CHRISTENSE)", "24B3B(CHRISTENSE)", "24W509(CHRISTENSE)", "17H(GOD THE FATHER)", "909B005", "909B011", "909B017", "909B024", "909B028", "909B030", "909B033"], "valid_json": true, "hf1": 0.030687830687830688, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTENSE)\", \"24A33A(CHRISTENSE)\", \"24B3B(CHRISTENSE)\", \"24W509(CHRISTENSE)\", \"17H(GOD THE FATHER)\", \"909B005\", \"909B011\", \"909B017\", \"909B024\", \"909B028\", \"909B030\", \"909B033\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.5401846153846154, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.5652173913043479, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A36211", "37J", "37L", "37P33", "39B63(DOG)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A36211\", \"37J\", \"37L\", \"37P33\", \"39B63(DOG)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.2533333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.09914529914529915, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.06628571428571428, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11F18", "18A25"], "valid_json": true, "hf1": 0.46083182640144665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11F18\", \"18A25\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D26(CHRIST)\", \"124D27(MARY)\", \"124D42####(JOSEPH)\", \"124D93(ST)\", \"124D11####(ST)\", \"124AAA51#, \"31G74\", \"48A815\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G3151", "48F415", "48D1", "48A17213", "48A99021", "48A99022"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G3151\", \"48F415\", \"48D1\", \"48A17213\", \"48A99021\", \"48A99022\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.13408209485661945, "best_hf1": 0.5652173913043479, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "15B14(BANKER)", "163B13(ARCHAIC NARRATIVE)", "16G97", "17H(GOD THE FATHER)", "18A25", "1B104", "1B113", "20C33", "21B10", "239C211(EARLY CHRISTOLOGY)", "24A12A(CHRISTENSE)", "24A33A(CHRISTENSE)", "24B3B(CHRISTENSE)", "24W509(CHRISTENSE)", "28D32", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31A51213", "31D168", "31E169", "31E170", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "34A31", "36A36211", "37J", "37L", "37P33", "39B63(DOG)", "41A128", "44E51", "47C1511", "47I34", "48A17213", "48A2185", "48A99021", "48A99022", "48D1", "48F415", "48G3151", "51F13", "51G6", "51M5", "55A13", "59G14(GROUP)", "60A3", "63A05", "81A08", "909B005", "909B011", "909B017", "909B024", "909B028", "909B030", "909B033", "99K4(ORIGINAL CREATION)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 599, "gt_codes": ["25H11(+1)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "11A156(ROOM WITH DRAWING)", "13D14", "11C42", "13B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2 SPECTATORS)\", \"11A156(ROOM WITH DRAWING)\", \"13D14\", \"11C42\", \"13B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A)WREATH", "24A12", "24A23", "24A24", "24A247", "24E42"], "valid_json": true, "hf1": 0.19831932773109243, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WREATH\", \"24A12\", \"24A23\", \"24A24\", \"24A247\", \"24E42\"], \"description\": \"Right:\", \"image_url\": \"https://upload.wikimedia.org/wikipedia/commons/6/67/The_effigy_of_Edward_VI_in_gold,_or_of_Queen_Mary_in_tone,_or_of_Queen_Elisabeth_I_in_the_order_of_Maltese_Commanders._A_wholly_determinate_manufacture_of_copper._Proprietary_to_the_unique_ascii.\"}: [\"25G4(COLOCYNTHIS POMIFORMIS)\"]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05331"], "valid_json": true, "hf1": 0.2, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(COURT)", "22C3250,22C3259(####)**,121D26(COURT)", "121D(GREADER)", "121DI2(CONSTRAAACTIONS,AMPHIAREION,THEATRES,HOMES)**,121DI(CASTER)", "230D2401,230D2406(CALLED230D240230D2404)", "43D30(HALDERS})", "43D1703(GENERAL HUNDREDS)"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURT)\", \"22C3250,22C3259(####)**,121D26(COURT)\", \"121D(GREADER)\", \"121DI2(CONSTRAAACTIONS,AMPHIAREION,THEATRES,HOMES)**,121DI(CASTER)\", \"230D2401,230D2406(CALLED230D240230D2404)\", \"43D30(HALDERS})\", \"43D1703(GENERAL HUNDREDS)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.038494164332399626, "best_hf1": 0.2, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A156(ROOM WITH DRAWING)", "11A218", "11C42", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D(GREADER)", "121D26(COURT)", "121DI2(CONSTRAAACTIONS,AMPHIAREION,THEATRES,HOMES)**,121DI(CASTER)", "13B24", "13D14", "15B20", "16G97", "1B104", "1B113", "22C3250,22C3259(####)**,121D26(COURT)", "230D2401,230D2406(CALLED230D240230D2404)", "23F9", "24A12", "24A12A(LOCKS), (24A12A)WREATH", "24A23", "24A24", "24A247", "24E42", "25G98", "25G99", "28D32", "31A0231", "31A0272", "31A1002", "31A12", "31A27", "31A51213", "31D11", "31D16", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A128", "41B1", "41B3", "43D1703(GENERAL HUNDREDS)", "43D30(HALDERS})", "47C1511", "51C45", "51F13", "51G6", "51M5", "59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "63A05", "73A", "73A244", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 600, "gt_codes": ["31A235", "31AA235", "41A44(+411)", "48A9821", "48A9875", "92D1916", "92L41"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE ARCH)\", \"59G11(GRUNGE WALKWAY)\", \"63B13(ARCH WITH Ridgewall)]\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.08695945945945946, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J0401", "31J0402", "30B2212"], "valid_json": true, "hf1": 0.1670235546038544, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J0401\", \"31J0402\", \"30B2212\"]}", "finish": "stop"}, {"codes": ["30A12", "30A21", "30A34", "30C16", "30C32", "30W514"], "valid_json": true, "hf1": 0.0863330125120308, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30A21\", \"30A34\", \"30C16\", \"30C32\", \"30W514\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.16399355877616748, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.25999999999999995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A062(AQUATINT FROMGallery hung\", \"36A062(DRYPOINTFROMElsewhere \", 36A(DRYPOINT)\", \"36A25(DRYPOINT)\", \"36A11(DRYPOINT)\", \"36A11(DRYPOINT)\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.2364457831325301, "code_recall": 0.14285714285714285, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.31431164901664144, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["33A04", "33C13", "33C32", "51F13"], "valid_json": true, "hf1": 0.07862068965517242, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A04\", \"33C13\", \"33C32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.08085106382978724, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.2923076923076923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.07858942065491184, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C489", "20A45"], "valid_json": true, "hf1": 0.2364457831325301, "code_recall": 0.14285714285714285, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.13803427085921527, "best_hf1": 0.31431164901664144, "mean_code_recall": 0.017857142857142856, "distinct_sets": 15, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11E34", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "12C489", "12I515", "15B20", "16G97", "20A45", "20F93", "305B28", "30A12", "30A21", "30A34", "30B2212", "30C1511", "30C16", "30C32", "30W514", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31D11", "31H24", "31H28", "31J0401", "31J0402", "31L17", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A04", "33B15", "33C13", "33C30", "33C32", "34A31", "37B232", "37B248", "41A128", "48A125", "48A28", "48C40", "51F13", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.017857142857142856, "code_recall@2": 0.034523809523809526, "code_recall@4": 0.06428571428571428, "code_recall@8": 0.10952380952380951, "code_recall@16": 0.14285714285714285, "union_code_recall": 0.14285714285714285}, {"index": 601, "gt_codes": ["49M41", "49M3"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE DEVIL)", "59G14(GRUNGE ROD OCCTING)", "59G14(GRUNGE SCHEDE)", "59G23(GRUNGE HORNS)", "59G23(GRUNGE HEAD)", "59K30(GUIDE ROCKS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE DEVIL)\", \"59G14(GRUNGE ROD OCCTING)\", \"59G14(GRUNGE SCHEDE)\", \"59G23(GRUNGE HORNS)\", \"59G23(GRUNGE HEAD)\", \"59K30(GUIDE ROCKS)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A12A(PORE)", "24A12B(WHITE)", "24A12W(BLACK)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A12A(PORE)\", \"24A12B(WHITE)\", \"24A12W(BLACK)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "05A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19101)", "1B113(191161)", "1B126(191261)", "1B120(191201)", "1B105(19105)", "26F23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19101)\", \"1B113(191161)\", \"1B126(191261)\", \"1B120(191201)\", \"1B105(19105)\", \"26F23\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08838526912181303, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGING)", "12F52(BUCKETS OR SPADDOCKS)", "24A150", "24C93", "54C3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGING)\", \"12F52(BUCKETS OR SPADDOCKS)\", \"24A150\", \"24C93\", \"54C3\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.01841693646297046, "best_hf1": 0.08838526912181303, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A1", "11A218", "11E12", "11E1515", "11E152", "11E157", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(BUCKETS OR SPADDOCKS)", "12F52(DIGGING)", "15A13", "16G97", "1B104(19101)", "1B105(19105)", "1B113(191161)", "1B120(191201)", "1B126(191261)", "20C33", "21B10", "23F9", "24A12A(LOCKS)", "24A12A(PORE)", "24A12B(WHITE)", "24A12W(BLACK)", "24A150", "24C93", "25G98", "26F23", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A25", "31A72", "31A77", "31A89", "31A96", "31D16", "31J84011", "31J88911", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "34B31", "41A128", "41B1", "41B3", "48A244", "48C1511", "51C45", "54C3", "59G14(GRUNGE DEVIL)", "59G14(GRUNGE FORM)", "59G14(GRUNGE ROD OCCTING)", "59G14(GRUNGE SCHEDE)", "59G23(GRUNGE HEAD)", "59G23(GRUNGE HORNS)", "59K30(GUIDE ROCKS)", "630E", "631A", "73F12"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 602, "gt_codes": ["49G4"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10E11\", \"10E12\", \"10E13\", \"10E14\", \"10E15\", \"10E16\", \"10E17\", \"10E18\", \"10E19\", \"10E20\", \"10E21\", \"10E22\", \"10E23\", \"10E24\", \"10E25\", \"10E26\", \"10E27\", \"10E28\", \"10E29\", \"10E30\", \"10E31\", \"10E32\", \"10E33\", \"10E34\", \"10E35\", \"10E36\", \"10E37\", \"10E38\", \"10E39\", \"10E40\", \"10E41\", \"10E42\", \"10E43\", \"10E44\", \"10E45\", \"10E46\", \"10E47\", \"10E48\", \"10E49\", \"10E50\", \"10E51\", \"10E52\", \"10E53\", \"10E54\", \"10E55\", \"10E56\", \"10E57\", \"10E58\", \"10E59\", \"10E60\", \"10E61\", \"10E62\", \"10E63\", \"10E64\", \"10E65\", \"10E66\", \"10E67\", \"10E68\", \"10E69\", \"10E70\", \"10E71\", \"10E72\", \"10E73\", \"10E74\", \"10E75\", \"10E76\", \"10E77\", \"10E78\", \"10E79\", \"10E80\", \"10E81\", \"10E82\", \"10E83\", \"10E84\", \"10E85\", \"10E86\", \"10E87\", \"10E88\", \"10E89\", \"10E90\", \"10E91\", \"10E92\", \"10E93\", \"10E94\", \"10E95\", \"10E96\", \"10E97\", \"10E98\", \"10E99\", \"10E100\", \"10E101\", \"10E102\", \"10E103\", \"10E104\", \"10E105\", \"10E106\", \"10E107\", \"10E108\", \"10E109\", \"10E110\", \"10E111\", \"10E112\", \"10E113\", \"10E114\", \"10E115\", \"10E116\", \"10"}, "samples": [{"codes": ["59G14(GHOST)", "15B14(BANK MAT)", "25C22(BOP)", "15O13(FLOOR MAT)", "13L44", "15O42", "13Q24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GHOST)\", \"15B14(BANK MAT)\", \"25C22(BOP)\", \"15O13(FLOOR MAT)\", \"13L44\", \"15O42\", \"13Q24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.1688888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A)SCHL\u00dcSSELN], (24A12A)SCHLOSSACHSEN"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)SCHL\u00dcSSELN], (24A12A)SCHLOSSACHSEN\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A162(AQUATICVEHICLE)", "36A23(SHORELINE)", "36A330(BOAT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(AQUATICVEHICLE)\", \"36A23(SHORELINE)\", \"36A330(BOAT)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "122I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"122I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16300", "18110"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16300\", \"18110\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "2113(10TH-17THC)", "2113(14THC-16THC)", "2113(16THC-17THC)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"2113(10TH-17THC)\", \"2113(14THC-16THC)\", \"2113(16THC-17THC)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3", "50L11", "50X26"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3\", \"50L11\", \"50X26\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08888888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D250(FISHING)", "159A####(BEACH)", "21C149(LANDSCAPE SKETCH)", "11E02(SHIRT)", "25B25(DRESS)", "44CC4738(OOCENTER)"], "valid_json": true, "hf1": 0.047499999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250(FISHING)\", \"159A####(BEACH)\", \"21C149(LANDSCAPE SKETCH)\", \"11E02(SHIRT)\", \"25B25(DRESS)\", \"44CC4738(OOCENTER)\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D489", "23A45", "23A49"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D489\", \"23A45\", \"23A49\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.030567956349206348, "best_hf1": 0.1688888888888889, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A238", "11E02(SHIRT)", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGGING)", "121D250(FISHING)", "122I515", "12D489", "13L44", "13Q24", "159A####(BEACH)", "15B14(BANK MAT)", "15B20", "15O13(FLOOR MAT)", "15O42", "16300", "16G97", "18110", "1B104(19THCENTILITY)", "2113(10TH-17THC)", "2113(14THC-16THC)", "2113(16THC-17THC)", "2113(16THC-17THCENSITY)", "21C149(LANDSCAPE SKETCH)", "21D322", "23A45", "23A49", "23F93", "24A12A(LOCKS), (24A12A)SCHL\u00dcSSELN], (24A12A)SCHLOSSACHSEN", "25B25(DRESS)", "25C22(BOP)", "2E198", "2E199", "31D11", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "36A162(AQUATICVEHICLE)", "36A23(SHORELINE)", "36A330(BOAT)", "41B1", "41B3", "43A3", "44CC4738(OOCENTER)", "45E04", "45E22", "45E24", "45F04", "47C1511", "50L11", "50X26", "59G14(GHOST)", "72A023", "72A051", "72A433", "72A438"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 603, "gt_codes": ["11H(...)7", "11HH(...)7"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOP)", "15O13(FLOOR)", "15I34"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15I34\"], \"note\": \"This artwork appears to be a group scene with celestial and earthly figures. The icons capture the composition and key elements: celestial beings, ritual/religious context, central figures, architectural/architectural elements, and abundance.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412", "31J844"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\", \"31J844\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTENSE)\", \"24A33A(CHRISTENSE)\", \"24B3B(CHRISTENSE)\", \"24B5A4(CHRISTENSE)\", \"17H30\", \"42M9\"}}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.6108949416342412, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31B9\", \"41A2\", \"15A21\"], \"iconclass-interpretation\": \"Saint Joan of Arc, depicted in a historical illustration. The detailed sketch portrays the saint in a moment of spiritual or visionary experience, surrounded by figures that could be angels or divine light, illustrating her religious narrative. This iconographic representation captures the essence of her role as a warrior saint and a figure of faith.\": \"The illustration focuses on Saint Joan of Arc, often associated with themes of piety and divine guidance. The presence of angelic or divine figures enhances the religious and inspirational nature of the image, reflecting her status as a saint. The detailed pen and ink style allows for a clear depiction of her attire and demeanor, emphasizing her historical and religious significance.\": \"Saint Joan of Arc is a prominent historical and religious figure, commonly depicted in art. The detailed illustration, with its focus on her and the surrounding divine presence, aligns with iconographic conventions used to portray her. The use of pen and ink underscores the artistry and the historical narrative of Joan's story.\": \"A pen and ink drawing is a specific artistic technique, here used to capture the scene with Saint Joan of Arc, adding a historical and artistic layer to the imagery. This technique is often chosen for its ability to convey detail and motion.\": \"The depiction of Saint Joan of Arc is a classical and meditative representation, where her story and the sanctity of her figure are central. The illustration functions as both an iconographic and narrative device, embodying the themes of faith and divine intervention.\": \"A pen and ink drawing is a classical iconographic representation, detailing Saint Joan of Arc with the use of historical accuracy in attire and posture. This iconography emphasizes her role as a saint and her divine experiences.\": \"It is pen and ink, a technique that allows for detailed and expressive representations of complex scenes. The illustration of Saint Joan of Arc encapsulates its technique in conveying her significance.\": \"The intricate pen and ink drawing facilitates the depiction of Saint Joan of Arc's divine attributes and the surrounding celestial figures. The technique highlights the detailed nature of the pen and ink art.\": \"This pen and ink drawing is a faithful iconographic representation, blending historical accuracy with artistic expression. The illustration of Saint Joan of Arc is both a narrative and iconographic depiction, capturing her spiritual journey.\": \"A pen and ink drawing, this illustration of Saint Joan of Arc embodies classical iconographic principles. The detailed representation captures her spiritual and historical narrative through a specific artistic technique.\": \"A pen and ink drawing, this illustration of Saint Joan of Arc employs classical iconographic principles to depict her as a saint, emphasizing her divine presence. The detailed pen and ink style captures her historical and religious significance.\", \"iconclass-codes\": [\"31A18\", \"31B9\", \"41A2\", \"15A21\"], \"iconclass-interpretation\": \"Saint Joan of Arc, depicted in a historical illustration. The detailed sketch portrays the saint in a moment of spiritual or visionary experience, surrounded by figures that could be angels or divine light, illustrating her religious narrative. This iconographic representation captures the essence of her role as a warrior saint and a figure of faith.\": \"The illustration focuses on Saint Joan of Arc, often associated with themes of piety and divine guidance. The presence of angelic or divine figures enhances the religious and inspirational nature of the image, reflecting her status as a saint. The detailed pen and ink style allows for a clear depiction of her attire and demeanor, emphasizing her historical and religious significance.\": \"Saint Joan of Arc is a prominent historical and religious figure, commonly", "finish": "length"}, {"codes": ["31A0231", "31A0272", "34B31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34B31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104(1910s)\", \"4B104(1950s)\", \"4B104(1960s)\", \"4B104(1970s)\", \"4B104(1980s)\", \"4B104(1990s)\", \"4B104(2000s)\", \"4B104(2010s)\", \"4B104(2020s)\", \"4B104(2030s)\", \"4B104(2040s)\", \"4B104(2050s)\", \"4B104(2060s)\", \"4B104(2070s)\", \"4B104(2080s)\", \"4B104(2090s)\", \"4B104(2100s)\", \"4B104(2110s)\", \"4B104(2120s)\", \"4B104(2130s)\", \"4B104(2140s)\", \"4B104(2150s)\", \"4B104(2160s)\", \"4B104(2170s)\", \"4B104(2180s)\", \"4B104(2190s)\", \"4B104(2200s)\", \"4B104(2210s)\", \"4B104(2220s)\", \"4B104(2230s)\", \"4B104(2240s)\", \"4B104(2250s)\", \"4B104(2260s)\", \"4B104(2270s)\", \"4B104(2280s)\", \"4B104(2290s)\", \"4B104(2300s)\", \"4B104(2310s)\", \"4B104(2320s)\", \"4B104(2330s)\", \"4B104(2340s)\", \"4B104(2350s)\", \"4B104(2360s)\", \"4B104(2370s)\", \"4B104(2380s)\", \"4B104(2390s)\", \"4B104(2400s)\", \"4B104(2410s)\", \"4B104(2420s)\", \"4B104(2430s)\", \"4B104(2440s)\", \"4B104(2450s)\", \"4B104(2460s)\", \"4B104(2470s)\", \"4B104(2480s)\", \"4B104(2490s)\", \"4B104(2500s)\", \"4B104(2510s)\", \"4B104(2", "finish": "length"}, {"codes": ["16G97", "32A16", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A16\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "31B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11F18", "18A25"], "valid_json": true, "hf1": 0.36984269662921343, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11F18\", \"18A25\"]}", "finish": "stop"}, {"codes": ["52A28", "52B232", "52B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"52A28\", \"52B232\", \"52B248\"]}\n```", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10922020953432306, "best_hf1": 0.6108949416342412, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["11E12", "11E18", "11F16", "11F18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "15B14(BANKETS)", "15I34", "15O13(FLOOR)", "16G97", "18A25", "20C33", "25C22(BOP)", "31A0231", "31A0272", "31A1002", "31A12", "31B10", "31D16", "31J8401", "31J8402", "31J8412", "31J844", "32A107", "32A16", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "34B31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A128", "47C1511", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "52A28", "52B232", "52B248", "55A13", "59G14(GROUP)", "630E", "631A"], "truncated": 2, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 604, "gt_codes": ["11A23", "11R3", "25F(+342):25F(+154)", "25F42(+154)", "25G11", "25G13", "25H1124", "25H114", "31A2512(+933)", "31A2515(+931)", "31AA2515(+931)", "31A2516(+933)", "31A25552", "31A2711", "31A2753", "31B6212", "31D14", "41A777", "41D211(+81)", "41D221(HAT)(+81)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G111(BIODATA/PROFILE/CRITICAL)", "59G34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G111(BIODATA/PROFILE/CRITICAL)\", \"59G34\"], \"note\": \"This artwork appears to be a woodcut or engraving depicting a profile pose of a figure (possibly a scholar or classical figure) in landscape setting. While the exact category isn't traditional, 'Profile' forms suggest Creation 59G111 (Bio/Profile), and the landscape context could reflect related natural or scholarly themes.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.2382924901185771, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.24540727902946277, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74L009"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74L009\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.07079715864246251, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.20251108647450114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.39832441409854213, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine)", "77A68(Antoine)", "77A38(Antoine)", "36A134(Lupe)"], "valid_json": true, "hf1": 0.09, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine)\", \"77A68(Antoine)\", \"77A38(Antoine)\", \"36A134(Lupe)\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.25789473684210523, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["71A023", "71A051", "71A433", "71A438", "16D04", "18A16"], "valid_json": true, "hf1": 0.030174081237911023, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"71A023\", \"71A051\", \"71A433\", \"71A438\", \"16D04\", \"18A16\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(POPPY)", "9B112(COLD WATER)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(POPPY)\", \"9B112(COLD WATER)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.1381342062193126, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "15A13"], "valid_json": true, "hf1": 0.11223021582733814, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.1309714889123548, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105"], "valid_json": true, "hf1": 0.06107142857142856, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.04956521739130435, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12658586271033126, "best_hf1": 0.39832441409854213, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "15A13", "16D04", "16G97", "18A16", "20C33", "21L10", "25G98", "25G99", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A26", "31D16", "31J8401", "31J8402", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "33D2", "36A134(Lupe)", "36A162(Antoine)", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48C1511", "51B101", "54A110", "59B105", "59G111(BIODATA/PROFILE/CRITICAL)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G34", "71A023", "71A051", "71A433", "71A438", "74A12A", "74A12B", "74L009", "77A38(Antoine)", "77A68(Antoine)", "9B104", "9B112(COLD WATER)", "9B113", "9B113(POPPY)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 605, "gt_codes": ["25F"], "greedy": {"codes": ["10B11", "10B111", "10B112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\"\n ]\n}\n```"}, "samples": [{"codes": ["59O14(GROSSER SCHWAZ)", "59O14(FRESSARTIGES Fischen)", "59O14(Frisches Fischen)", "33E4", "33E42", "33E44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59O14(GROSSER SCHWAZ)\", \"59O14(FRESSARTIGES Fischen)\", \"59O14(Frisches Fischen)\", \"33E4\", \"33E42\", \"33E44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12A(ANIMALIA)", "24A33A(ZOOFUNOMIUM)", "24A83A(FISH)", "25H4(EEL)"], "valid_json": true, "hf1": 0.2923076923076923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ANIMALIA)\", \"24A33A(ZOOFUNOMIUM)\", \"24A83A(FISH)\", \"25H4(EEL)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\"]}", "finish": "stop"}, {"codes": ["33C25", "33E14", "33E23(SKELETON; NOTE ON SPREAD ARTICLES)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33C25\", \"33E14\", \"33E23(SKELETON; NOTE ON SPREAD ARTICLES)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": ["36A062(AQUATIC VERTEBRATE)", "36A063(FISH)", "36A330(TELEOST)", "36A289(APOD GURNARDS),", "36A064(E\u53ca\u65f6\u6027)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A062(AQUATIC VERTEBRATE)\", \"36A063(FISH)\", \"36A330(TELEOST)\", \"36A289(APOD GURNARDS),\", \"36A064(E\u53ca\u65f6\u6027)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["9B104(Animals).", "9B128(Fish).", "9B113(Conserving scientific works).", "11M(CARTOON)."], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(Animals).\", \"9B128(Fish).\", \"9B113(Conserving scientific works).\", \"11M(CARTOON).\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37K232", "37K248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37K232\", \"37K248\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.02895673076923077, "best_hf1": 0.2923076923076923, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H112", "11H118", "11H743", "11M(CARTOON).", "121D2(DRAWING)", "15B20", "16G97", "23F9", "24A12A(ANIMALIA)", "24A33A(ZOOFUNOMIUM)", "24A83A(FISH)", "25H4(EEL)", "2E198", "2E199", "305B", "31A0231", "31A0272", "31A10", "31A12", "31A235", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33B1", "33C25", "33E14", "33E23(SKELETON; NOTE ON SPREAD ARTICLES)", "33E4", "33E42", "33E44", "34A31", "36A062(AQUATIC VERTEBRATE)", "36A063(FISH)", "36A064(E\u53ca\u65f6\u6027)", "36A289(APOD GURNARDS),", "36A330(TELEOST)", "37K232", "37K248", "41A128", "45E04", "48A244", "51C45", "53A", "59O14(FRESSARTIGES Fischen)", "59O14(Frisches Fischen)", "59O14(GROSSER SCHWAZ)", "630E", "631A", "73A", "9B104(Animals).", "9B113(Conserving scientific works).", "9B128(Fish)."], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 606, "gt_codes": ["31A2422", "61B(+52)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21641\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.2387755102040816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.07933884297520662, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "2A515", "11A16"], "valid_json": true, "hf1": 0.18999999999999997, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"2A515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.27715142428785605, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12A52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12A52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07873062624321167, "best_hf1": 0.27715142428785605, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A218", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12A52(DRAWING)", "13A3", "15B20", "16G97", "1B104", "1B113", "20F9", "21D25", "21D32", "2A515", "30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5", "31A0231", "31A0272", "31A1002", "31A12", "31A181", "31A184", "31D11", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B232", "37B248", "41A128", "45E04", "45E22", "45E246", "45E406", "45E512", "48A125", "48A244", "48C1511", "5161", "5162", "51C45", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 607, "gt_codes": ["11P3111", "44B194", "61B2(INNOZENZ )11"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["27A107(PAPERY MANNER)", "27A109(HYTIFORM TYPE)", "27A111(A150 STYLE)", "31B2(FEET)", "31E2(1 COMPUTER)", "46A8(HEAD)", "46D2(PAPERY MANNER)", "46D5(HYTIFORM TYPE)"], "valid_json": true, "hf1": 0.06705882352941178, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107(PAPERY MANNER)\", \"27A109(HYTIFORM TYPE)\", \"27A111(A150 STYLE)\", \"31B2(FEET)\", \"31E2(1 COMPUTER)\", \"46A8(HEAD)\", \"46D2(PAPERY MANNER)\", \"46D5(HYTIFORM TYPE)\"]}", "finish": "stop"}, {"codes": ["31J03011", "31J03012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011\", \"31J03012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(1605+)", "24A12A(BISHOP)", "24A12A(BISHOP)", "24A12A(PRIEST)", "24A12A(REBORN VIRTUOUS PEASANT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1605+)\", \"24A12A(BISHOP)\", \"24A12A(BISHOP)\", \"24A12A(PRIEST)\", \"24A12A(REBORN VIRTUOUS PEASANT)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H168", "11H169", "31A132", "31A781"], "valid_json": true, "hf1": 0.17272727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H168\", \"11H169\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.21111111111111114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DOG)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B63(DOG)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.1578231292517007, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.249079754601227, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(PAPAL)", "37B232", "37B248"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(PAPAL)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A2(Pope INNOCENT VIII)", "11A12(CABINET)", 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"```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKER)", "299C211(EARL)", "299C231(DUKE)", "31A1642", "32B24"], "valid_json": true, "hf1": 0.07652777777777778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKER)\", \"299C211(EARL)\", \"299C231(DUKE)\", \"31A1642\", \"32B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02"], "valid_json": true, "hf1": 0.05517241379310345, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M630", "24D630"], "valid_json": true, "hf1": 0.14857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M630\", \"24D630\"]}", "finish": "stop"}, {"codes": ["24A12A(INTERIOR),24W5000"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR),24J20A,\"], \"iconclass-codes\": [\"24A12A(INTERIOR),24W5000\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "114C1", "115A8", "33A17"], "valid_json": true, "hf1": 0.12116504854368933, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"114C1\", \"115A8\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.057004830917874394, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DRESS)"], "valid_json": true, "hf1": 0.05689149560117302, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DRESS)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "40L165", "24J14", "14G41"], "valid_json": true, "hf1": 0.12163987138263666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L165\", \"24J14\", \"14G41\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "25C101(1B05)", "25C102(1B05)", "25C103(1B05)", "31D14(1B05)", "31D73(1B05)", "31F08", "31F23", "31F4416(1B00)", "31F51(1B00)", "31F62(1B00)", "31F86", "31G116", "31G22", "31G396", "31G45", "31G49(1B00)", "31G67(1B00)", "40B96", "40D7", "40H0", "40M27", "40N7", "40O65", "40Q51", "40Q57", "40Q91", "40Q99(1B19)", "40Q99(1B11)", "40Q99(1B19)", "40Q99(1B19)", "40Q99(1B19)", "40Q99(1B19)", "40Q99(1B19)", "40Q99(1B19)", "48A64", "48A66", "48A66", "48A67", "48A68", "48A89(1B05)"], "valid_json": true, "hf1": 0.25637105302915847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B216(21STC)\", \"25C101(1B05)\", \"25C102(1B05)\", \"25C103(1B05)\", \"31D14(1B05)\", \"31D73(1B05)\", \"31F08\", \"31F23\", \"31F4416(1B00)\", \"31F51(1B00)\", \"31F62(1B00)\", \"31F86\", \"31G116\", \"31G22\", \"31G396\", \"31G45\", \"31G49(1B00)\", \"31G67(1B00)\", \"40B96\", \"40D7\", \"40H0\", \"40M27\", \"40N7\", \"40O65\", \"40Q51\", \"40Q57\", \"40Q91\", \"40Q99(1B19)\", \"40Q99(1B11)\", \"40Q99(1B19)\", \"40Q99(1B19)\", \"40Q99(1B19)\", \"40Q99(1B19)\", \"40Q99(1B19)\", \"40Q99(1B19)\", \"48A64\", \"48A66\", \"48A66\", \"48A67\", \"48A68\", \"48A89(1B05)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.055462184873949584, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720(ARCHITECTURE)", "11E35(MYTHOLOGICAL)", "10504(LITURGY)", "32C400(HERALDIC)", "11480.12(MUSICAL)", "10712(FURNISHINGS)"], "valid_json": true, "hf1": 0.03166666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720(ARCHITECTURE)\", \"11E35(MYTHOLOGICAL)\", \"10504(LITURGY)\", \"32C400(HERALDIC)\", \"11480.12(MUSICAL)\", \"10712(FURNISHINGS)\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.053061224489795916, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D250(FORCED)", "121D241(UNHOLY)", "49A185(LATER INSTALLED)", "49A1862025(PRE-1820)", "49A3815"], "valid_json": true, "hf1": 0.1746919431279621, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D250(FORCED)\", \"121D241(UNHOLY)\", \"49A185(LATER INSTALLED)\", \"49A1862025(PRE-1820)\", \"49A3815\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.075514121173451, "best_hf1": 0.25637105302915847, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10504(LITURGY)", "10712(FURNISHINGS)", "10720(ARCHITECTURE)", "11480.12(MUSICAL)", "114C1", "115A8", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11E35(MYTHOLOGICAL)", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D241(UNHOLY)", "121D250(FORCED)", "12D489", "14G41", "15B14(BANKER)", "16G97", "19B220", "1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "20A45", "20F93", "212M630", "24A12A(INTERIOR),24W5000", "24D630", "24J14", "25C101(1B05)", "25C102(1B05)", "25C103(1B05)", "299C211(EARL)", "299C231(DUKE)", "2E198", "2E199", "305B", "31A1642", "31D14(1B05)", "31D73(1B05)", "31F08", "31F23", "31F4416(1B00)", "31F51(1B00)", "31F62(1B00)", "31F86", "31G116", "31G22", "31G396", "31G45", "31G49(1B00)", "31G67(1B00)", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32B24", "32C2", "32C26", "32C400(HERALDIC)", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33C17", "36A06211", "37J", "37L", "37P33", "39B03(DRESS)", "40B96", "40D7", "40H0", "40L165", "40M27", "40N7", "40O65", "40Q51", "40Q57", "40Q91", "40Q99(1B11)", "40Q99(1B19)", "45E04", "47C1511", "48A125", "48A64", "48A66", "48A67", "48A68", "48A89(1B05)", "49A185(LATER INSTALLED)", "49A1862025(PRE-1820)", "49A3815", "53A02", "59G14(GROUP)", "92L42"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 611, "gt_codes": ["25G22(ONION)", "33A14", "41C12", "43C9", "46A14", "48C7354", "48C75"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.04974093264248705, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30O4212"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30O4212\"]}", "finish": "stop"}, {"codes": ["30A12A(INTERIOR)", "30A13A(INTERIOR)", "30A14(INTERIOR)", "30A14W(INTERIOR WITH WINDOWS)", "31D7", "31E42", "31E43"], "valid_json": true, "hf1": 0.04981684981684982, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A(INTERIOR)\", \"30A13A(INTERIOR)\", \"30A14(INTERIOR)\", \"30A14W(INTERIOR WITH WINDOWS)\", \"31D7\", \"31E42\", \"31E43\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "114C1", "115A8", "33A17"], "valid_json": true, "hf1": 0.25071225071225073, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"114C1\", \"115A8\", \"33A17\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.17753599999999997, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.047499999999999994, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A18", "31A93", "11E1515", "11E162", "11E167", "05A31"], "valid_json": true, "hf1": 0.04000000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31A93\", \"11E1515\", \"11E162\", \"11E167\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.17430894308943093, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613", "51617", "5252901"], "valid_json": true, "hf1": 0.03076923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\", \"51617\", \"5252901\"]}", "finish": "stop"}, {"codes": ["10397", "10419", "31A43", "31B15", "31B2", "31B26"], "valid_json": true, "hf1": 0.04695393759286776, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10397\", \"10419\", \"31A43\", \"31B15\", \"31B2\", \"31B26\"]}", "finish": "stop"}, {"codes": ["20C33", "21L103"], "valid_json": true, "hf1": 0.04984025559105431, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L103\"], \"most_relevant_priority\": [\"20C33\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.1307404637247569, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.04470588235294118, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "12D4901", "21A17"], "valid_json": true, "hf1": 0.04210526315789474, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"12D4901\", \"21A17\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07388937559061026, "best_hf1": 0.25071225071225073, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "10397", "10419", "114C1", "115A8", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "12D489", "12D4901", "1B104", "1B113", "20C33", "20F93", "21A17", "21D32", "21L103", "305B28", "30A12A(INTERIOR)", "30A13A(INTERIOR)", "30A14(INTERIOR)", "30A14W(INTERIOR WITH WINDOWS)", "30O4212", "31A0231", "31A0272", "31A18", "31A43", "31A93", "31B15", "31B2", "31B26", "31D7", "31E42", "31E43", "31J8401", "31J8402", "32A10", "32A107", "32A12", "32B107", "32B114", "32B15", "33A100", "33A102", "33A17", "33A26", "33C17", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "37B232", "37B248", "41A128", "41B1", "41B3", "47C1511", "51613", "51617", "5252901", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 612, "gt_codes": ["25H113", "25H23", "25H2311", "25I12", "25I5", "26A", "31A2513(+933)", "31A2515", "31A25552", "31A4527(+23)", "31A534", "31B6211", "43C1(+41621)", "92H4", "23T0", "48C901", "49K1(+55)", "51K1(+4)", "52A42(+4)", "52A44"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(Greek_and_Roman_Mythology)", "49I22(Mythological_figures)", "59G6(Poseidon)", "31D33(Engraving,woodcut)", "52C23"], "valid_json": true, "hf1": 0.24522957198443585, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Greek_and_Roman_Mythology)\", \"49I22(Mythological_figures)\", \"59G6(Poseidon)\", \"31D33(Engraving,woodcut)\", \"52C23\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.08911937377690801, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03011(SIREN)(SIRENAS)(MERMAID)(MERMAIDS)(SIRYX)", "48B06301", "51B13", "60A3"], "valid_json": true, "hf1": 0.23103734439834026, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(SIREN)(SIRENAS)(MERMAID)(MERMAIDS)(SIRYX)\", \"48B06301\", \"51B13\", \"60A3\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74A12C", "74B3", "74B6", "74B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74A12C\", \"74B3\", \"74B6\", \"74B14\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.043846153846153854, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.25982712765957444, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.09111969111969113, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.06708074534161491, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "601A118", "601A58"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"601A118\", \"601A58\"]}", "finish": "stop"}, {"codes": ["9B104(SEASYNTHRONILITYSEMES)", "9B104(SEAKEEE1)", "9B104(SEAKEEE2)", "9B104(SEAKEEE3)", "9B104(SEAKEEE4)", "9B104(SEAKEEE5)", "9B104(SEAKEEE6)", "9C2141(STORMY WAVE)][9]+= X REEF)"], "valid_json": true, "hf1": 0.018095238095238095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(SEASYNTHRONILITYSEMES)\", \"9B104(SEAKEEE1)\", \"9B104(SEAKEEE2)\", \"9B104(SEAKEEE3)\", \"9B104(SEAKEEE4)\", \"9B104(SEAKEEE5)\", \"9B104(SEAKEEE6)\", \"9C2141(STORMY WAVE)][9]+= X REEF)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(with CREATURES)"], "valid_json": true, "hf1": 0.11885714285714286, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(with CREATURES)\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "55A13"], "valid_json": true, "hf1": 0.13063973063973064, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.04921135646687697, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["124D26", "33A22", "250E11", "159A####"], "valid_json": true, "hf1": 0.15881064162754305, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D26\", \"33A22\", \"250E11\", \"159A####\"]}", "finish": "stop"}, {"codes": ["48A2185", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09824781418150995, "best_hf1": 0.25982712765957444, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "124D26", "159A####", "16G97", "20C33", "21L10", "250E11", "2E198", "2E199", "31A1002", "31A12", "31D33(Engraving,woodcut)", "31J03011(SIREN)(SIRENAS)(MERMAID)(MERMAIDS)(SIRYX)", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33A22", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "44E51", "47C1511", "47I34", "48A125", "48A2151", "48A2152", "48A2153", "48A2185", "48A2211", "48B06301", "49I22(Mythological_figures)", "51B13", "52C23", "55A13", "59G14(Greek_and_Roman_Mythology)", "59G6(Poseidon)", "601A118", "601A58", "60A3", "72A023", "72A051", "72A433", "74A12A", "74A12B", "74A12C", "74B14", "74B3", "74B6", "99K4(with CREATURES)", "9B104(SEAKEEE1)", "9B104(SEAKEEE2)", "9B104(SEAKEEE3)", "9B104(SEAKEEE4)", "9B104(SEAKEEE5)", "9B104(SEAKEEE6)", "9B104(SEASYNTHRONILITYSEMES)", "9C2141(STORMY WAVE)][9]+= X REEF)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 613, "gt_codes": ["25I"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE ARCH)", "59G11(GRUNGE WALKWAY)", "63A13(ARCH)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE ARCH)\", \"59G11(GRUNGE WALKWAY)\", \"63A13(ARCH)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E820", "45E8601", "45E8301"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E820\", \"45E8601\", \"45E8301\"]}", "finish": "stop"}, {"codes": ["24A12A(TEMPERATURE)", "24A33A(TEMPERATURE)", "24B3B(TEMPERATURE)", "24W519(TEMPERATURE)"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPERATURE)\", \"24A33A(TEMPERATURE)\", \"24B3B(TEMPERATURE)\", \"24W519(TEMPERATURE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["37J", "37L", "37P", "37J2012"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u63cf\u7ed8\u5e9f\u589f\u548c\u81ea\u7136\u666f\u89c2\u7684\u7248\u753b\u3002\u4e2d\u592e\u662f\u53e4\u8001\u7684\u77f3\u67f1\u548c\u62f1\u95e8\u9057\u8ff9\uff0c\u5468\u56f4\u751f\u957f\u7740\u690d\u7269\u548c\u85e4\u8513\uff0c\u4e0b\u65b9\u662f\u5ca9\u77f3\u5730\u5f62\u548c\u6c34\u6d41\u3002\u8fd9\u79cd\u6784\u56fe\u4f53\u73b0\u4e86\u5e9f\u589f\uff08ruin\uff09\u4e0e\u81ea\u7136\u73af\u5883\u7684\u878d\u5408\uff0c\u5c55\u73b0\u4e86\u65f6\u95f4\u7684\u6d41\u901d\u548c\u81ea\u7136\u7684\u529b\u91cf\u3002\"\"\"\n\n\n\n{\"iconclass-codes\": [\"37J\", \"37L\", \"37P\", \"37J2012\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["43A04", "43C13", "43C32", "43F13", "48A672"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"43A04\", \"43C13\", \"43C32\", \"43F13\", \"48A672\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "43A8003"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"43A8003\"]}", "finish": "stop"}, {"codes": ["61E18", "61E12", "61F2", "61F16", "61A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"61E18\", \"61E12\", \"61F2\", \"61F16\", \"61A181\"]}", "finish": "stop"}, {"codes": ["121D26(DORMER)", "121D27(IANE)", "121D42####(OVAL)", "121D49(LANCETO)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(DORMER)\", \"121D27(IANE)\", \"121D42####(OVAL)\", \"121D49(LANCETO)\"]}", "finish": "stop"}, {"codes": ["49A238", "49A93", "49C589", "49D45"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"49A238\", \"49A93\", \"49C589\", \"49D45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.02770833333333333, "best_hf1": 0.2533333333333333, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11E1515", "11E1615", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D26(DORMER)", "121D27(IANE)", "121D42####(OVAL)", "121D49(LANCETO)", "15B20", "163A05", "16G97", "24A12A(TEMPERATURE)", "24A33A(TEMPERATURE)", "24B3B(TEMPERATURE)", "24W519(TEMPERATURE)", "25G98", "25G99", "31A1002", "31A12", "31D11", "31J84", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A17", "33B1", "37J", "37J2012", "37L", "37P", "43A04", "43A3701", "43A8003", "43C13", "43C32", "43F13", "45E820", "45E8301", "45E84", "45E8601", "47C1511", "48A672", "49A238", "49A93", "49C589", "49D45", "59G11(GRUNGE WALKWAY)", "59G14(GRUNGE FORM)", "59G24(GRUNGE ARCH)", "601A11", "61A181", "61E12", "61E18", "61F16", "61F2", "63A13(ARCH)", "72A023", "72A051", "72A433", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 614, "gt_codes": ["11D", "31A235", "31A2422", "31A25", "61B(+55)"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G30(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G30(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.23593220338983056, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19B220", "212"], "valid_json": true, "hf1": 0.19077844311377246, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19B220\", \"212\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30C009", "30C022"], "valid_json": true, "hf1": 0.1468354430379747, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30C009\", \"30C022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.11428571428571428, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.4452830188679245, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D63"], "valid_json": true, "hf1": 0.14674358974358975, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D63\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.5297423887587822, "code_recall": 0.2, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.31425499231950843, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.10355172413793104, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11H(FRANCIS)", "21E23", "48F20", "48G12", "48G418"], "valid_json": true, "hf1": 0.08, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H(FRANCIS)\", \"21E23\", \"48F20\", \"48G12\", \"48G418\"]}", "finish": "stop"}, {"codes": ["121D26(CHRIST)", "121D27(I, THE)", "121D28(11)", "121D39(L)", "121D411(PARAMOUR)", "212F25(PAMPHLET)", "212F4738"], "valid_json": true, "hf1": 0.059375, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CHRIST)\", \"121D27(I, THE)\", \"121D28(11)\", \"121D39(L)\", \"121D411(PARAMOUR)\", \"212F25(PAMPHLET)\", \"212F4738\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12C489", "20A45"], "valid_json": true, "hf1": 0.09913043478260869, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12C489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1654290833368761, "best_hf1": 0.5297423887587822, "mean_code_recall": 0.0125, "distinct_sets": 16, "union_codes": ["11A16", "11A218", "11E34", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CHRIST)", "121D27(I, THE)", "121D28(11)", "121D39(L)", "121D411(PARAMOUR)", "12C489", "12I515", "16G97", "19B220", "1B104", "1B113", "20A45", "20C33", "20F93", "212", "212F25(PAMPHLET)", "212F4738", "21B10", "21D32", "21E23", "30A129", "30A147", "30C009", "30C022", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31D16", "31J84", "32A107", "32A195", "32B107", "32B114", "32B15", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D63", "41A128", "44E51", "45E84", "47C1511", "47I34", "48F20", "48G12", "48G418", "51F13", "55A13", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G30(GRUNGE FORM)", "63A05", "81A08", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0125, "code_recall@2": 0.025, "code_recall@4": 0.05, "code_recall@8": 0.1, "code_recall@16": 0.2, "union_code_recall": 0.2}, {"index": 615, "gt_codes": ["11P31521", "11P3154", "31A"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adchristian-\u00adG\u201d), \"59I19(Coptic)11A.5.5151637\"", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.1628571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.24588235294117647, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1500+)\", \"24A12A(BRUT], \"24A12A(BRUTACHAN NONEWTON CHARTER HOUSE]\", \"24A12A(BRUTACHAN NONEWTON CHARTER HOUSE]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.43876288659793816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.21714285714285717, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.09047619047619047, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J4912", "515A211", "47L61", "747A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J4912\", \"515A211\", \"47L61\", \"747A30\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B204(20THC)", "10A168"], "valid_json": true, "hf1": 0.08444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B204(20THC)\", \"10A168\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.21714285714285717, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.26206896551724135, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MAGICAL HORN)", "14F31(DIPLOMETIC EMPLOYEE)", "22C262"], "valid_json": true, "hf1": 0.14250000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MAGICAL HORN)\", \"14F31(DIPLOMETIC EMPLOYEE)\", \"22C262\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D48"], "valid_json": true, "hf1": 0.2171428571428572, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1477137846414191, "best_hf1": 0.43876288659793816, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["10A168", "11A1", "11A238", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H166", "11H168", "11H743", "12D48", "12F52(DIGRESSIVE)", "14F31(DIPLOMETIC EMPLOYEE)", "15B20", "16G97", "22C262", "22C32(BACKDROP OR SETTING)", "23F93", "25G9818", "26C7", "31A132", "31A51213", "31A781", "31D11", "31D16", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32B107", "32B114", "32B15", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "39A####(MAGICAL HORN)", "47C1511", "47L61", "48A1", "48B3", "49J4912", "515A211", "60A3", "73A", "747A30", "9B104(19THC)", "9B204(20THC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 616, "gt_codes": ["25F711(BEE)(+53)", "45C221", "47I242(+0)", "47I243(+953)", "31A22611", "45A1", "45A10", "45A2", "45A20", "45A231", "47I2421"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(HOLLOW FORM)", "59G11(EAR COVERED/BLACKED OUT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(HOLLOW FORM)\", \"59G11(EAR COVERED/BLACKED OUT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.060000000000000005, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "48E04", "48E22", "48E246"], "valid_json": true, "hf1": 0.2174406604747162, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"48E04\", \"48E22\", \"48E246\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"29B33A(HEAD)\", \"29B33(FACE)\", \"29D41(EYES)\", \"29F63(FAT HEAD)\", \"29F63(WHOOPING COX\"],\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"29B33A(HEAD)\", \"29B33(FACE)\", \"29D41(EYES)\", \"29F63(FAT HEAD)\", \"29F63(WHOOPING COX\")}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.12487845766974018, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.03166666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33A39", "33A40", "33D32", "33D34", "33D38", "33D40"], "valid_json": true, "hf1": 0.03166666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33A39\", \"33A40\", \"33D32\", \"33D34\", \"33D38\", \"33D40\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "25G98"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"25G98\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(PLANTAR FLORETT)", "25C101"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(PLANTAR FLORETT)\", \"25C101\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.02923076923076923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.055609756097560976, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.08047058823529413, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.03190184049079755, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12557676348547717, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05636096889693888, "best_hf1": 0.2174406604747162, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A218", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "15B20", "16G97", "22B159", "22C3250", "23F9", "25C101", "25G98", "31D11", "31D16", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33A06", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A37", "33A39", "33A40", "33B1", "33C17", "33D32", "33D34", "33D38", "33D40", "48A244", "48A98211", "48A98751", "48C1511", "48E04", "48E22", "48E246", "51C45", "59G11(EAR COVERED/BLACKED OUT)", "59G14(GRUNGE FORM)", "59G24(HOLLOW FORM)", "73A", "9B104", "9B113", "9B113(PLANTAR FLORETT)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 617, "gt_codes": ["25F711(CATERPILLAR)", "25F711(LADYBIRD)", "25G41(CARNATION)", "41A671"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n\"iconclass-codes\": [\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\",\n \"31B01\","}, "samples": [{"codes": ["59G14(GARDENIA)", "59G14(HOT PAGES)", "59G14(KIRATA)", "59G14(CANTARELLA)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GARDENIA)\", \"59G14(HOT PAGES)\", \"59G14(KIRATA)\", \"59G14(CANTARELLA)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\"]}", "finish": "stop"}, {"codes": ["31J04", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.07656250000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J04\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["34A12A(FLORILEGIUM)", "34A13A(BLOSSOMING PLANTS)", "34A16A(FLOWER FORWARD)", "34A17A(FLOWER HALF FLOWERHEAD)", "22C09(CHARLOTTE)", "22C10(CAROLINE STRIATUM)"], "valid_json": true, "hf1": 0.09133858267716535, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12A(FLORILEGIUM)\", \"34A13A(BLOSSOMING PLANTS)\", \"34A16A(FLOWER FORWARD)\", \"34A17A(FLOWER HALF FLOWERHEAD)\", \"22C09(CHARLOTTE)\", \"22C10(CAROLINE STRIATUM)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162", "36A77", "36A96", "36A895"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162\", \"36A77\", \"36A96\", \"36A895\"]}", "finish": "stop"}, {"codes": ["31A235", "31E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A251", "44A43", "44A441"], "valid_json": true, "hf1": 0.06610169491525424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A251\", \"44A43\", \"44A441\"]}", "finish": "stop"}, {"codes": ["3B104(19THC)", "3B284(FLORIALSHAFT)", "3B468(STAMINA)", "3B529(VASE)", "3B531(VASE(OPENING)", "3B554(NUATELLO)", "26F25"], "valid_json": true, "hf1": 0.04773662551440329, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104(19THC)\", \"3B284(FLORIALSHAFT)\", \"3B468(STAMINA)\", \"3B529(VASE)\", \"3B531(VASE(OPENING)\", \"3B554(NUATELLO)\", \"26F25\"], \"confidence_scores\": [0.95, 0.9, 0.9, 0.95, 0.85, 0.75, 0.65]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "46I34", "44E51", "99K4(FLORAL STUCK)", "45A63"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"46I34\", \"44E51\", \"99K4(FLORAL STUCK)\", \"45A63\"]}", "finish": "stop"}, {"codes": ["15B20", "31A212", "35B5", "38L30", "41K28", "42C4"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31A212\", \"35B5\", \"38L30\", \"41K28\", \"42C4\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48CF1"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48CF1\"]}", "finish": "stop"}, {"codes": ["12F52(DIAVANO)", "22C3250", "22C8590####"], "valid_json": true, "hf1": 0.13411764705882356, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIAVANO)\", \"22C3250\", \"22C8590####\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.1294396551724138, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.050599473570808254, "best_hf1": 0.13411764705882356, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A16", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIAVANO)", "15B20", "16G97", "22C09(CHARLOTTE)", "22C10(CAROLINE STRIATUM)", "22C3250", "22C8590####", "23F9", "26F25", "31A023", "31A1002", "31A12", "31A212", "31A235", "31A251", "31A28", "31D168", "31E12", "31E34", "31F2", "31J04", "32A107", "32A195", "32B107", "32B114", "32B15", "32I515", "33A17", "34A12A(FLORILEGIUM)", "34A13A(BLOSSOMING PLANTS)", "34A16A(FLOWER FORWARD)", "34A17A(FLOWER HALF FLOWERHEAD)", "35B5", "36A162", "36A77", "36A895", "36A96", "38L30", "3B104(19THC)", "3B284(FLORIALSHAFT)", "3B468(STAMINA)", "3B529(VASE)", "3B531(VASE(OPENING)", "3B554(NUATELLO)", "41K28", "42C4", "44A43", "44A441", "44E51", "45A63", "45E04", "45E22", "45E246", "45E406", "45E512", "46I34", "47C1511", "48A244", "48B16", "48CF1", "51C45", "59G14(CANTARELLA)", "59G14(GARDENIA)", "59G14(HOT PAGES)", "59G14(KIRATA)", "99K4(FLORAL STUCK)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 618, "gt_codes": ["31A235", "31A2422", "49D36", "61B(+52)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["10B11", "10B111", "10B112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B111\",\n \"10B112\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUPED FIGURES PORTRAYED)", "97A23(COLLECTIVE EVENT)", "97A23(SPEECH)", "97A23", "97C42", "97C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES PORTRAYED)\", \"97A23(COLLECTIVE EVENT)\", \"97A23(SPEECH)\", \"97A23\", \"97C42\", \"97C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.09787072243346008, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.18701298701298702, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A28", "31A29"], "valid_json": true, "hf1": 0.3697297297297297, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A28\", \"31A29\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4eba\u7269\u8096\u50cf\uff0c\u9002\u5408\u5e94\u7528\u4e0a\u8ff0Iconclass\u4ee3\u7801\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A023", "31A251", "48A43", "48A441"], "valid_json": true, "hf1": 0.35437570303712035, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A251\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11H(FRANCIS)", "21E23", "48F20", "48G12", "48G418"], "valid_json": true, "hf1": 0.051982378854625554, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H(FRANCIS)\", \"21E23\", \"48F20\", \"48G12\", \"48G418\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.08739495798319327, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08618483675887656, "best_hf1": 0.3697297297297297, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A218", "11E1515", "11E162", "11E167", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DRAWING)", "16G97", "1B104", "1B113", "20C33", "20F9", "21B10", "21D25", "21D32", "21E23", "24A12A", "24A26", "2E198", "2E199", "31A023", "31A10", "31A12", "31A251", "31A26", "31A28", "31A29", "31J03", "32A107", "32A19", "32B107", "32B114", "32B128", "32B15", "33A10", "37B232", "37B248", "45E04", "45E22", "45E246", "45E406", "45E512", "48A244", "48A43", "48A441", "48C1511", "48F20", "48G12", "48G418", "5161", "5162", "51C45", "55A13", "59G14(GROUPED FIGURES PORTRAYED)", "97A23", "97A23(COLLECTIVE EVENT)", "97A23(SPEECH)", "97C42", "97C44"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 619, "gt_codes": ["25I1"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROCER)\", \"59P40(COLOCYNTHIS)\", \"59E11(BETERRA)\", \"59A30(VINNENDU\"], \"1A1(GOETIE)\", \"2B24(FRESSELIN)\", \"30D3(LOWER CHARACTER)\", \"3E49(LOWER EPOCH)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19V220", "21B46", "24M4"], "valid_json": true, "hf1": 0.11223021582733812, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19V220\", \"21B46\", \"24M4\"]}", "finish": "stop"}, {"codes": ["25G129(VEGETABLE)", "25G333(VEGETABLE)", "25G332(VEGETABLE)", "25G345(VEGETABLE)", "25G347(VEGETABLE)", "40O512"], "valid_json": true, "hf1": 0.34545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G129(VEGETABLE)\", \"25G333(VEGETABLE)\", \"25G332(VEGETABLE)\", \"25G345(VEGETABLE)\", \"25G347(VEGETABLE)\", \"40O512\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "35A23", "35A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"35A23\", \"35A235\"]}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(WHEAT GATHERING FOR PERSISTS)", "37D19"], "valid_json": true, "hf1": 0.3636363636363636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(WHEAT GATHERING FOR PERSISTS)\", \"37D19\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20M33", "21L10", "15A13"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20M33\", \"21L10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGGING)", "22C32(BACKYARD)", "25F42####(TURNIP)", "25F439(LIST)", "25F461(PARAM)", "32A23AAA(BASKETING)", "32F4CC(OMNIS)", "54G4105(GEDYE)", "54G4710(OMNIS)"], "valid_json": true, "hf1": 0.2128, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGING)\", \"22C32(BACKYARD)\", \"25F42####(TURNIP)\", \"25F439(LIST)\", \"25F461(PARAM)\", \"32A23AAA(BASKETING)\", \"32F4CC(OMNIS)\", \"54G4105(GEDYE)\", \"54G4710(OMNIS)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "41A244"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"41A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08609685602167616, "best_hf1": 0.3636363636363636, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGGING)", "15A13", "16G97", "19V220", "1B104", "1B113", "20M33", "21B46", "21D32", "21L10", "22C32(BACKYARD)", "23F9", "24M4", "25F42####(TURNIP)", "25F439(LIST)", "25F461(PARAM)", "25G129(VEGETABLE)", "25G332(VEGETABLE)", "25G333(VEGETABLE)", "25G345(VEGETABLE)", "25G347(VEGETABLE)", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(WHEAT GATHERING FOR PERSISTS)", "26C7", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A12", "31A26", "31D168", "31J84", "32A107", "32A19", "32A23AAA(BASKETING)", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "32F4CC(OMNIS)", "33D1", "34A31", "35A23", "35A235", "36A1621", "37D19", "40O512", "41A128", "41A244", "41B1", "41B3", "45E84", "47C1511", "51C45", "51F13", "51G6", "51M5", "54G4105(GEDYE)", "54G4710(OMNIS)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 620, "gt_codes": ["31A2211", "31D15:61BB", "61B:31D14"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B12\", \"10B13\", \"10B14\", \"10B15\", \"10B16\", \"10B17\", \"10B18\", \"10B19\", \"10B20\", \"10B21\", \"10B22\", \"10B23\", \"10B24\", \"10B25\", \"10B26\", \"10B27\", \"10B28\", \"10B29\", \"10B30\", \"10B31\", \"10B32\", \"10B33\", \"10B34\", \"10B35\", \"10B36\", \"10B37\", \"10B38\", \"10B39\", \"10B40\", \"10B41\", \"10B42\", \"10B43\", \"10B44\", \"10B45\", \"10B46\", \"10B47\", \"10B48\", \"10B49\", \"10B50\", \"10B51\", \"10B52\", \"10B53\", \"10B54\", \"10B55\", \"10B56\", \"10B57\", \"10B58\", \"10B59\", \"10B60\", \"10B61\", \"10B62\", \"10B63\", \"10B64\", \"10B65\", \"10B66\", \"10B67\", \"10B68\", \"10B69\", \"10B70\", \"10B71\", \"10B72\", \"10B73\", \"10B74\", \"10B75\", \"10B76\", \"10B77\", \"10B78\", \"10B79\", \"10B80\", \"10B81\", \"10B82\", \"10B83\", \"10B84\", \"10B85\", \"10B86\", \"10B87\", \"10B88\", \"10B89\", \"10B90\", \"10B91\", \"10B92\", \"10B93\", \"10B94\", \"10B95\", \"10B96\", \"10B97\", \"10B98\", \"10B99\", \"10B100\", \"10B101\", \"10B102\", \"10B103\", \"10B104\", \"10B105\", \"10B106\", \"10B107\", \"10B108\", \"10B109\", \"10B110\", \"10B111\", \"10B112\", \"10B113\", \"10B114\", \"10B115\", \"10B116\", \"10"}, "samples": [{"codes": ["541140", "541B14049", "542221113", "543C163", "544A", "545B2", "546A4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"541140\", \"541B14049\", \"542221113\", \"543C163\", \"544A\", \"545B2\", \"546A4\"]}", "finish": "stop"}, {"codes": ["27A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["32J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74L009", "1A0", "1A1", "1A2W"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74L009\", \"1A0\", \"1A1\", \"1A2W\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.1575757575757576, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "163A05", "11A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"163A05\", \"11A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "5161", "5162", "28D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"5161\", \"5162\", \"28D25\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.3, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.2533333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D263", "33D2", "250E1101", "48A41"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D263\", \"33D2\", \"250E1101\", \"48A41\"]}", "finish": "stop"}, {"codes": ["11A218", "20F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06868956043956044, "best_hf1": 0.3, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A08", "11A1", "11A218", "11A8", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11F16", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D263", "13A3701", "15B20", "163A05", "16G97", "16I19", "1A0", "1A1", "1A2W", "1B104", "1B113", "20F9", "250E1101", "27A107", "28D25", "28D32", "2E198", "2E199", "31A43", "31B15", "31C2", "31C26", "31D11", "32C4", "32J03", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "33D2", "35B2", "35C7", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "45E04", "45E22", "45E24", "45F04", "48A125", "48A41", "48C1511", "5161", "5162", "51C45", "52A9", "541140", "541B14049", "542221113", "543C163", "544A", "545B2", "546A4", "72A023", "72A051", "72A433", "72A438", "73A244", "74A12A", "74A12B", "74L009"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 621, "gt_codes": ["22C31", "31A4690", "41A635", "44A1(+4)(DORDRECHT)", "48C244", "49L8", "49M32", "61E(DORDRECHT)", "92B11221", "92F2911"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.06514285714285716, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.17094054054054056, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["25G129", "25G147", "33C06", "33C08", "33C10", "33C45"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G129\", \"25G147\", \"33C06\", \"33C08\", \"33C10\", \"33C45\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.1688888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.10866141732283463, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"human-figure-holding-thing-neither-waving-nor-pointing\"}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A23", "31A235"], "valid_json": true, "hf1": 0.10363636363636361, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A23\", \"31A235\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.03333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.2709321058688147, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["4B104(1910s)", "4B113(1950s)", "4B114(1960s)", "4B115(1970s)", "4B116(1980s)", "4B126(2000s)", "4B127(2010s)", "4B134(2020s)", "4B136(2020s)", "4B137(2020s)"], "valid_json": true, "hf1": 0.12972972972972974, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104(1910s)\", \"4B113(1950s)\", \"4B114(1960s)\", \"4B115(1970s)\", \"4B116(1980s)\", \"4B126(2000s)\", \"4B127(2010s)\", \"4B134(2020s)\", \"4B136(2020s)\", \"4B137(2020s)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(STEM STRIPS)"], "valid_json": true, "hf1": 0.18145054945054945, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(STEM STRIPS)\"]}", "finish": "stop"}, {"codes": ["20C33", "31A103", "50A38"], "valid_json": true, "hf1": 0.11846153846153845, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A103\", \"50A38\"]}\n```", "finish": "stop"}, {"codes": ["11H18", "11E12", "31A235", "906C"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"31A235\", \"906C\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159", "41D10"], "valid_json": true, "hf1": 0.25422066549912437, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\", \"41D10\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.17538461538461542, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1231739128286994, "best_hf1": 0.2709321058688147, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11E12", "11E1515", "11E1615", "11H112", "11H118", "11H16", "11H168", "11H18", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "16G97", "20C33", "22B159", "22C3250", "25G129", "25G147", "25G98", "25G99", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A1024", "31A103", "31A12", "31A23", "31A235", "31A26", "31A77", "31D16", "31J03", "32A107", "32A195", "32B107", "32B114", "32B15", "33A17", "33C06", "33C08", "33C10", "33C45", "34A31", "41A128", "41D10", "44E51", "45E04", "45E22", "45E24", "45F04", "47I34", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48C1511", "4B104(1910s)", "4B113(1950s)", "4B114(1960s)", "4B115(1970s)", "4B116(1980s)", "4B126(2000s)", "4B127(2010s)", "4B134(2020s)", "4B136(2020s)", "4B137(2020s)", "50A38", "59G14(GRUNGE FORM)", "63A05", "81A08", "906C", "99K4(STEM STRIPS)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 622, "gt_codes": ["31A233", "31A235", "31A2543", "31A5352", "41A721", "49G11", "49G34", "86(ZU MINDERN UND ZU MEHREN)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.2097169811320755, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M63"], "valid_json": true, "hf1": 0.18712538226299694, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(HAIR)", "29B33A(TRAITING)", "29B34W(BIBLIOMETRIC FORMULA)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"29B33A(TRAITING)\", \"29B34W(BIBLIOMETRIC FORMULA)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.08142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.12962750716332377, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A162(Antoine_DE_Sainte_Catherine)", "36A163(EuroTLB_336)", "36A164(EuropTLB_336)", "36K16"], "valid_json": true, "hf1": 0.13055084745762713, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine_DE_Sainte_Catherine)\", \"36A163(EuroTLB_336)\", \"36A164(EuropTLB_336)\", \"36K16\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(21STC)", "13A168"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(21STC)\", \"13A168\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.22311759343664542, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.04566929133858268, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MAGICAL HORN)", "14F31(DIPLOMETIC EMPLOYEE)", "22C262"], "valid_json": true, "hf1": 0.05672727272727272, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MAGICAL HORN)\", \"14F31(DIPLOMETIC EMPLOYEE)\", \"22C262\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.05918367346938776, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07613419502603021, "best_hf1": 0.22311759343664542, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DIGRESSIVE)", "13A168", "14F31(DIPLOMETIC EMPLOYEE)", "15B20", "16G97", "19B220", "212M63", "22C262", "22C32(BACKDROP OR SETTING)", "23F9", "24A12A(LOCKS)", "24A20A(HAIR)", "29B33A(TRAITING)", "29B34W(BIBLIOMETRIC FORMULA)", "2E198", "2E199", "31D11", "31D16", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33C17", "33C30", "36A162(Antoine_DE_Sainte_Catherine)", "36A163(EuroTLB_336)", "36A164(EuropTLB_336)", "36K16", "39A####(MAGICAL HORN)", "45E04", "47C1511", "48A125", "48A244", "48A28", "48C40", "51C45", "59G14(GRUNGE FORM)", "9B104(19THC)", "9B284(21STC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 623, "gt_codes": ["31A2422", "31A311", "61B(+51)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.13073239436619719, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.12210862619808306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["30A12", "30A21", "30A34", "30C16"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30A21\", \"30A34\", \"30C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H28", "32L17"], "valid_json": true, "hf1": 0.21209302325581397, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H28\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.37999999999999995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4eba\u7269\u8096\u50cf\u753b\uff0c\u63cf\u7ed8\u4e86\u4e00\u4f4d\u6234\u773c\u955c\u3001\u53d1\u578b\u5411\u540e\u68b3\u7684\u7537\u5b50\u4fa7\u9762\u3002\u753b\u9762\u4e3a\u5355\u7ebf\u6761\u7d20\u63cf\u98ce\u683c\uff0c\u5c5e\u4e8e\u7ecf\u5178\u7684\u8096\u50cf\u753b\u7c7b\u578b\uff0837J\uff09\u3002\", \"image_id\": \"3\"}", "finish": "stop"}, {"codes": ["31A18", "31A93", "11E1515", "11E162", "11E167", "05A32"], "valid_json": true, "hf1": 0.22799999999999998, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31A93\", \"11E1515\", \"11E162\", \"11E167\", \"05A32\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.2962025316455696, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G99", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G99\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "138L30(LIVING PERSON)"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L30(LIVING PERSON)\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.11263537906137183, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12166715504973494, "best_hf1": 0.37999999999999995, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A32", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12D48", "12F52(DRAWING)", "138L30(LIVING PERSON)", "15B20", "16G99", "1B104", "1B113", "20F93", "21D32", "305B", "30A12", "30A21", "30A34", "30C16", "31A023", "31A051", "31A10", "31A12", "31A18", "31A93", "31D11", "31H24", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "32C1511", "32H28", "32L17", "33A4", "33B1", "37B232", "37B248", "45E04", "45E22", "45E246", "48A125", "48A43", "48A441", "51613", "53A", "59A14011", "59A14411", "59C21111", "59C42", "6K15163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 624, "gt_codes": ["25G4(LAURUS ALEXANDRINA GENNINA)", "25G4(TRUE LAURELL OF ALEXANDRIA)", "25G4(CHAMAEDAPHNE VERA DIOSCORIDIS)", "25G4(TRUE DWARFE LAURELL OF DIOSCORIDES)"], "greedy": {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 1.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\"]}"}, "samples": [{"codes": ["25G14(GROWING FORM)", "25G14(HORTICULTURE)", "25G14(PLANT)", "25G30(DIYATROPHA NOPYLIFOLIA)", "25G30(FORAPIN GROWING PLANT)", "31M8"], "valid_json": true, "hf1": 0.5181818181818181, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G14(GROWING FORM)\", \"25G14(HORTICULTURE)\", \"25G14(PLANT)\", \"25G30(DIYATROPHA NOPYLIFOLIA)\", \"25G30(FORAPIN GROWING PLANT)\", \"31M8\"]}", "finish": "stop"}, {"codes": ["25G4(CAULIFLOWER)", "25G4(CABBAGE)", "25G4(BROCCOLI)", "10050", "53A02(FLOWERS)", "13A0"], "valid_json": true, "hf1": 0.6666666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CAULIFLOWER)\", \"25G4(CABBAGE)\", \"25G4(BROCCOLI)\", \"10050\", \"53A02(FLOWERS)\", \"13A0\"]}", "finish": "stop"}, {"codes": ["25J84", "25J84", "25J84", "25G2"], "valid_json": true, "hf1": 0.5043478260869566, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25J84\", \"25J84\", \"25J84\", \"25G2\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "90C16"], "valid_json": true, "hf1": 0.48857142857142855, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"90C16\"]}", "finish": "stop"}, {"codes": ["25G118", "25G743", "25G582", "25G168", "25H36", "25H413"], "valid_json": true, "hf1": 0.5364705882352941, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G743\", \"25G582\", \"25G168\", \"25H36\", \"25H413\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "25A100", "25A102", "25A1024"], "valid_json": true, "hf1": 0.25333333333333335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"25A100\", \"25A102\", \"25A1024\"], \"iconclass-pattern\": \"scientific illustration\"},", "finish": "stop"}, {"codes": ["25G4(CLOCOTA)", "25G4(GICIPREUS)", "25F23", "11A30"], "valid_json": true, "hf1": 0.7460815047021944, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CLOCOTA)\", \"25G4(GICIPREUS)\", \"25F23\", \"11A30\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.37999999999999995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["25F223", "25F226", "48A433", "48A434", "16D24", "18A1"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25F223\", \"25F226\", \"48A433\", \"48A434\", \"16D24\", \"18A1\"]}", "finish": "stop"}, {"codes": ["25G54(LEMBETRICA)", "25G54(AMBROSIA)", "21C11", "21C21", "21C11(HERB)", "21C1(PLANT)", "25G54(HERB OF MAJORITY)"], "valid_json": true, "hf1": 0.4369706336939722, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G54(LEMBETRICA)\", \"25G54(AMBROSIA)\", \"21C11\", \"21C21\", \"21C11(HERB)\", \"21C1(PLANT)\", \"25G54(HERB OF MAJORITY)\"]}", "finish": "stop"}, {"codes": ["11G97", "31A235", "25I34"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"31A235\", \"25I34\"]}", "finish": "stop"}, {"codes": ["25G20(LEAVES)", "12A035(MAGNIFICATION)", "33E20(REALISTIC ILLUSTRATION)", "34F015(PLANT MUTATIONS)"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G20(LEAVES)\", \"12A035(MAGNIFICATION)\", \"33E20(REALISTIC ILLUSTRATION)\", \"34F015(PLANT MUTATIONS)\"]}", "finish": "stop"}, {"codes": ["11H(FRANCIS)", "25E23", "25F23", "31A235"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H(FRANCIS)\", \"25E23\", \"25F23\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "25C3250", "25C8590####"], "valid_json": true, "hf1": 0.30400000000000005, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"25C3250\", \"25C8590####\"]}", "finish": "stop"}, {"codes": ["25G218", "25G93", "12C48"], "valid_json": true, "hf1": 0.45599999999999996, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G218\", \"25G93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.40033065413364566, "best_hf1": 0.7460815047021944, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10050", "11A30", "11E1515", "11E1615", "11G97", "11H(FRANCIS)", "12A035(MAGNIFICATION)", "12C48", "12F52(DIGRESSIVE)", "13A0", "16D24", "18A1", "21C1(PLANT)", "21C11", "21C11(HERB)", "21C21", "25A100", "25A102", "25A1024", "25C1511", "25C3250", "25C8590####", "25E23", "25F223", "25F226", "25F23", "25G118", "25G12", "25G14(GROWING FORM)", "25G14(HORTICULTURE)", "25G14(PLANT)", "25G168", "25G2", "25G20(LEAVES)", "25G218", "25G30(DIYATROPHA NOPYLIFOLIA)", "25G30(FORAPIN GROWING PLANT)", "25G4(BROCCOLI)", "25G4(CABBAGE)", "25G4(CAULIFLOWER)", "25G4(CLOCOTA)", "25G4(GICIPREUS)", "25G51", "25G53", "25G54(AMBROSIA)", "25G54(HERB OF MAJORITY)", "25G54(LEMBETRICA)", "25G582", "25G743", "25G93", "25G98", "25G99", "25H36", "25H413", "25I34", "25J84", "31A10", "31A12", "31A235", "31A26", "31M8", "33E20(REALISTIC ILLUSTRATION)", "34F015(PLANT MUTATIONS)", "48A433", "48A434", "53A02(FLOWERS)", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 625, "gt_codes": ["25A4", "45K13"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59114(GEOGRAPHY)", "59124(NORTHERN HEMISPHERE)", "59136(AMERICAS)", "59334(LAND MAPS)", "59336(CARTOGRAPHY)", "59423(District Map)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GEOGRAPHY)\", \"59124(NORTHERN HEMISPHERE)\", \"59136(AMERICAS)\", \"59334(LAND MAPS)\", \"59336(CARTOGRAPHY)\", \"59423(District Map)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.2383838383838384, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A12A(LOCKS)", "24A12A(LOCKS)", "24A12A(LOCKS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A12A(LOCKS)\", \"24A12A(LOCKS)\", \"24A12A(LOCKS)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u6307\u5357\uff0c\u4e0d\u662f\u6559\u79d1\u4e66\u6216\u5370\u5237\u54c1\u3002\u5b83\u5c55\u793a\u4e86\u4e0d\u540c\u4ea4\u6613\u548c\u5904\u7406\u7684\u4f8b\u5b50\u3002\", \"reasoning\": \"\u56fe\u50cf\u663e\u793a\u4e86\u4e00\u4e2a\u8be6\u7ec6\u7684\u62a4\u7406\u6307\u5357\uff0c\u9488\u5bf9\u7684\u662f\u5bf9\u516c\u4f17\u5f00\u653e\u7684\u4e1a\u52a1\u6d3b\u52a8\uff0c\u5982\u522e\u75e7\u3001\u6309\u6469\u548c\u63a8\u62ff\u7b49\u670d\u52a1\u3002\u5b83\u5305\u542b\u4e86\u591a\u4e2a\u90e8\u5206\uff0c\u6db5\u76d6\u4e86\u4e0d\u540c\u7684\u4eba\u7fa4\u548c\u6280\u672f\u3002\u5b83\u6ca1\u6709\u7f16\u5199\u6210\u4e00\u7bc7\u6587\u7ae0\u6216\u6559\u79d1\u4e66\u7684\u5f62\u5f0f\uff0c\u800c\u662f\u66f4\u50cf\u662f\u4e00\u672c\u6307\u5357\u6216\u624b\u518c\u3002\u6240\u5f15\u7528\u7684\u5206\u7c7b\u7b26\u5408\u5b83\u4f5c\u4e3a\u5904\u7406\u6280\u672f\u624b\u518c\u7684\u6027\u8d28\u3002\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "2E215"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"2E215\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A44"], "valid_json": true, "hf1": 0.10000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A44\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B201(21STC)", "1B202(22NDC)", "25C101(ESTUARIES)", "25G(OPEN SEA)", "25G24(NUCCAUGHTON)", "25G25(NUCECOTTAGE)"], "valid_json": true, "hf1": 0.20266666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B201(21STC)\", \"1B202(22NDC)\", \"25C101(ESTUARIES)\", \"25G(OPEN SEA)\", \"25G24(NUCCAUGHTON)\", \"25G25(NUCECOTTAGE)\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A235", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A235\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE MAP)", "121E50(MAPS OF OCEANS SEAS)", "41D10(MAPS OF ISLANDS)", "41D(GENERAL MOUNTAINS)", "41E20(Maps of individual mountain ranges)", "41E34(Maps of individual mountain groups)"], "valid_json": true, "hf1": 0.11366906474820145, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE MAP)\", \"121E50(MAPS OF OCEANS SEAS)\", \"41D10(MAPS OF ISLANDS)\", \"41D(GENERAL MOUNTAINS)\", \"41E20(Maps of individual mountain ranges)\", \"41E34(Maps of individual mountain groups)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07796136921631526, "best_hf1": 0.2383838383838384, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE MAP)", "121E50(MAPS OF OCEANS SEAS)", "16G97", "16G99", "1B104(19THC)", "1B201(21STC)", "1B202(22NDC)", "20C33", "21B10", "23F9", "24A12A(LOCKS)", "25C101(ESTUARIES)", "25G(OPEN SEA)", "25G24(NUCCAUGHTON)", "25G25(NUCECOTTAGE)", "2E198", "2E199", "2E215", "31A023", "31A051", "31A1002", "31A12", "31A235", "31J03", "32A107", "32B107", "32B114", "32B128", "32B15", "34E51", "39F4", "39H6", "41B1", "41B3", "41D(GENERAL MOUNTAINS)", "41D10(MAPS OF ISLANDS)", "41E20(Maps of individual mountain ranges)", "41E34(Maps of individual mountain groups)", "45E04", "45E22", "45E246", "47C1511", "48A43", "48A44", "51C45", "55A13", "59114(GEOGRAPHY)", "59124(NORTHERN HEMISPHERE)", "59136(AMERICAS)", "59334(LAND MAPS)", "59336(CARTOGRAPHY)", "59423(District Map)", "73A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 626, "gt_codes": ["49L17", "49M413", "49M3", "49L12(N)"], "greedy": {"codes": ["25B01", "25B02", "25B03", "25B04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25B01\", \"25B02\", \"25B03\", \"25B04\"]}"}, "samples": [{"codes": ["59114(GRUNGE FORM)", "59104(FREE STYLE DEVISE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(GRUNGE FORM)\", \"59104(FREE STYLE DEVISE)\"]}", "finish": "stop"}, {"codes": ["22A107", "22B107", "22B15", "22B114", "22B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B107\", \"22B15\", \"22B114\", \"22B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.13220338983050847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LETTER TEXT)\", \"24A33A(LETTER WITH E], \"24A33A(LETTER WITH I FORW], \"4D810(FULL)], \"5303(Full Page)]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["25H062(Antiferous)", "25H063(Concentric)", "25H066(Coarse)", "25H072(Daylight)", "25H081(Medium)", "25H087(Outside)", "25H088(Rough)", "25H094(Temp pageTitle)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(Antiferous)\", \"25H063(Concentric)\", \"25H066(Coarse)\", \"25H072(Daylight)\", \"25H081(Medium)\", \"25H087(Outside)\", \"25H088(Rough)\", \"25H094(Temp pageTitle)\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G17", "17A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"17A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITALETCHET)", "12F53(GROLLEBUTCHET)", "41D10"], "valid_json": true, "hf1": 0.09936305732484076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITALETCHET)\", \"12F53(GROLLEBUTCHET)\", \"41D10\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C4\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.014472902947209328, "best_hf1": 0.13220338983050847, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05S31", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H743", "12F52(DIGITALETCHET)", "12F53(GROLLEBUTCHET)", "13A3", "15B20", "16G17", "17A19", "18B16", "1B104", "1B113", "21D32", "22A107", "22B107", "22B114", "22B128", "22B15", "23F9", "25C1511", "25G18", "25G93", "25H062(Antiferous)", "25H063(Concentric)", "25H066(Coarse)", "25H072(Daylight)", "25H081(Medium)", "25H087(Outside)", "25H088(Rough)", "25H094(Temp pageTitle)", "31D11", "31J03", "33A10", "33A12", "33B1", "41D10", "45E04", "51613", "51C4", "59104(FREE STYLE DEVISE)", "59114(GRUNGE FORM)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 627, "gt_codes": ["25F26(RABBIT)", "25F35(PEACOCK)", "25F36(DUCK)", "25H", "31A(+89)", "31D14", "31D15", "34B232(+51)", "47I21111", "47I214", "71", "71A422"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUPED FIGURES)", "59G49(ROCKS)", "59G113(TERRACE)", "59A37(TROLL)", "59U11(FORMAL TS)", "23A4(FORST MIT GROSSEN BAUMEN)"], "valid_json": true, "hf1": 0.04222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES)\", \"59G49(ROCKS)\", \"59G113(TERRACE)\", \"59A37(TROLL)\", \"59U11(FORMAL TS)\", \"23A4(FORST MIT GROSSEN BAUMEN)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.23176079734219268, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.18982698961937716, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(PORE)", "24C1A(LEAF)", "24C3A(PWREWTED HOZY)", "43D75(GROUSSED)", "43D94(SOFTLY SHADOWED HORZONAT)", "43I46(HORZONAT SUR MJA)/D2"], "valid_json": true, "hf1": 0.129520295202952, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"24C1A(LEAF)\", \"24C3A(PWREWTED HOZY)\", \"43D75(GROUSSED)\", \"43D94(SOFTLY SHADOWED HORZONAT)\", \"43I46(HORZONAT SUR MJA)/D2\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H28", "32L17"], "valid_json": true, "hf1": 0.1562557603686636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H28\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.21171428571428572, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.2128180737217598, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E177", "05331"], "valid_json": true, "hf1": 0.13249475890985327, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E177\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.21732851985559568, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "31C13", "31C32", "31C14", "31C15", "32A09", "32B05", "32A17"], "valid_json": true, "hf1": 0.1653923541247485, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"31C13\", \"31C32\", \"31C14\", \"31C15\", \"32A09\", \"32B05\", \"32A17\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.09326086956521738, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138L30(LIVING)\", \"138Q8\"], \"infos\": [{\"layer\": \"table\", \"text\": \"Detail: Landscape. (The detail depicts: animals in a forest), (The detail depicts: landscape.\"), \"support\": [\"PDF\"], \"image_type\": \"Diagram (non-scientific)\"}]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.22154750244857982, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250(FORCED)\", \"121D241(HOOP)\", \"121D31(DREST AND)\", \"121D22(SHIRT)\", \"121D5(DRESS)\", \"121D738(OVERDRESS)\", \"121D94(FOOTWEAR)\", \"121E50(CROPS)\", \"121E233(WHEAT)\", \"121E234(HALF SHE})\", \"121E233S(HALF SHEET)\", \"121E234S(HALF SHEET)\", \"121E20(EXPOSED)\", \"121E20(LOOSE)\", \"121E10(ROUGH ROOT)\", \"121E11(ROUGH ROOT)\", \"121E1016(BAINED)\", \"121E1011(WOUND TEETH)\", \"121E1111(WOUND TEETH)\", \"121E1073(SALT)\", \"121E782(WATERMELON)\", \"121E787(orange)\", \"121E784(PUMPKIN)\", \"121E785(bHONE WOOD)\", \"121F9814(BEEF)\", \"121F970(MC.COW)\", \"121F9109(BEEF)\", \"121F9120(BEEF)\", \"121F9109(WOOL)\", \"121F9109(BONE)\", \"121F9120(BONE)\", \"121F9120(SHOE)\", \"121F90(WOOD WRESTLING)\", \"121F933(MONKEY)\", \"121F931(CAT)\", \"121F932(DOG)\", \"121F99(LION)\", \"121F996(GIRAFFE)\", \"121F63(SHEEP)\", \"121F906(PIG)\", \"121F991(BOWL)\", \"121F992(BOWL)\", \"121F993(BOWL)\", \"121F932(BOW_)\", \"121F5(COOKING)\", \"121F902(BREAD)\", \"121F903(PASTRY)\", \"121F906(BREAD)\", \"121F903(PASTRY)\", \"121F65(ELEPHANT)\", \"121D25(WITH STONE)\", \"121D212(BRICK)\", \"121D212(MASONRY)\", \"121G28(WOODENS)\", \"121G8(WOODSTEAM)\", \"121G86(ROOF)\", \"121G86(ROOF)\", \"121G85(TOWER)\", \"121G85(TOWER)\", \"121H\", \"121H63(DEND\", \"121H63\", \"121H63\", \"121H64(OAK)\", \"121H64", "finish": "length"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.23136690647482014, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.13971933347314175, "best_hf1": 0.23176079734219268, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11E1515", "11E162", "11E177", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "16G97", "23A4(FORST MIT GROSSEN BAUMEN)", "23F9", "24A12A(LOCKS)", "24A20A(PORE)", "24C1A(LEAF)", "24C3A(PWREWTED HOZY)", "25G98", "25G99", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A25", "31A28", "31A51213", "31A72", "31A77", "31A89", "31A96", "31C13", "31C14", "31C15", "31C32", "31D16", "31E12", "31F12", "31F2", "31H24", "31H40411", "31J84011", "31J88911", "32A04", "32A09", "32A107", "32A17", "32A19", "32A43", "32B05", "32B107", "32B114", "32B15", "32C1511", "32C2", "32C26", "32H28", "32L17", "34A31", "41A128", "43D75(GROUSSED)", "43D94(SOFTLY SHADOWED HORZONAT)", "43I46(HORZONAT SUR MJA)/D2", "48A181", "48A244", "48B16", "51C45", "59A37(TROLL)", "59G113(TERRACE)", "59G14(GROUPED FIGURES)", "59G49(ROCKS)", "59U11(FORMAL TS)", "60A3", "63A05", "81A08"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 628, "gt_codes": ["43C3963"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FICTION)", "59G11(EERIE)", "59C163", "33C4", "59C42", "12B24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FICTION)\", \"59G11(EERIE)\", \"59C163\", \"33C4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M630", "24D630"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M630\", \"24D630\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(PORE)", "90C1A(ETUIT DE BOULET)", "90W500"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"90C1A(ETUIT DE BOULET)\", \"90W500\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"battle scene\"},\n{\"iconclass-codes\": [\"31A15\", \"31A58\", \"31A29\", \"31A18\"], \"iconclass-pattern\": \"medieval battle\"},\n{\"iconclass-codes\": [\"31A100\", \"31A102\", \"31A1024\"], \"iconclass-pattern\": \"calvary battle\"},\n{\"iconclass-codes\": [\"31A10\", \"31A12\", \"31A26\"], \"iconclass-pattern\": \"historical battle\"},\n{\"iconclass-codes\": [\"31A15\", \"31A18\", \"31A29\"], \"iconclass-pattern\": \"medieval society battle\"}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANTING)", "9B112(COLD WEAPONS)", "9B131"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANTING)\", \"9B112(COLD WEAPONS)\", \"9B131\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["20C33", "31A10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.017569444444444443, "best_hf1": 0.13333333333333333, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A218", "11E12", "11E18", "11E34", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12F52(DRAWING)", "12I515", "16G97", "19B220", "20C33", "212M630", "23F9", "24A12A(LOCKS)", "24A20A(PORE)", "24D630", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A235", "31A25", "31A26", "31A72", "31A77", "31A89", "31A96", "31D16", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33C4", "37B232", "37B248", "41B1", "41B3", "45E04", "47C1511", "51C45", "55A13", "59C163", "59C42", "59G11(EERIE)", "59G14(GRUNGE FORM)", "59G24(FICTION)", "73A244", "90C1A(ETUIT DE BOULET)", "90W500", "9B104", "9B112(COLD WEAPONS)", "9B113", "9B114(PLANTING)", "9B131", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 629, "gt_codes": ["73D415"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", 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\"16.1E196\", \"16.1O192\", \"16.1T172\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.3057915057915058, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11.18S", "32E2", "32F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.1470967741935484, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11.18S\", \"32E2\", \"32F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["121D26(COVER)", "37B232", "37B248"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COVER)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "23F93", "12C589", "23A45"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12C589\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08596694024123969, "best_hf1": 0.3057915057915058, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11.18S", "11A08", "11A156(17TH CENTURY)", "11A218", "11E1515", "11E16", "11E162", "11E167", "11H112", "11H118", "11H16", "11H168", "11H24", "11H413", "11H743", "121D26(COVER)", "12C589", "15B20", "16.1A193", "16.1C194", "16.1E196", "16.1O192", "16.1T172", "16D015", "1B104", "1B113", "23A45", "23F93", "25G98", "27A107", "28D32", "31D11", "31J03", "32E2", "32F2", "33A10", "33A1001", "33A12", "33A26", "33B1", "35B2", "35C7", "37B232", "37B248", "45E04", "45E22", "45E246", "48A181", "48A18913", "48A65813", "48B16", "48C1511", "51F13", "52A9", "59G14(GRUNGE DEVILISH FORM)", "59G14(GRUNGE FORM)", "72A023", "72A051", "72A433", "72A438", "73A", "74A12A", "74A12B", "74L009"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 658, "gt_codes": ["25G4(MISTLETOE)"], "greedy": {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 1.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"25G4(COLOCYNTHIS POMIFORMIS)\",\n \"25G4(COLOCYNTHIS PYRIFORMIS)\",\n \"25G4(ROUND FASHIONED BITTER GOURDE)\",\n \"25G4(PEARE FASHIONED BITTER GOURDE)\"\n ]\n}\n```"}, "samples": [{"codes": ["29G14(GRUNGE FORM)", "29G14(GRUNGE DEVIL)", "29G14(GRUNGE ROD)", "29G14(GRUNGE GOBEUIN)", "29D2(GRUNGE LOTTERY)", "21C30", "21C18"], "valid_json": true, "hf1": 0.1956204379562044, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"29G14(GRUNGE FORM)\", \"29G14(GRUNGE DEVIL)\", \"29G14(GRUNGE ROD)\", \"29G14(GRUNGE GOBEUIN)\", \"29D2(GRUNGE LOTTERY)\", \"21C30\", \"21C18\"]}", "finish": "stop"}, {"codes": ["22A107", "25B1", "25C7", "25E9"], "valid_json": true, "hf1": 0.37190635451505016, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"25B1\", \"25C7\", \"25E9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "21B06"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"21B06\"]}", "finish": "stop"}, {"codes": ["25G12", "25G51", "25G53", "90C16"], "valid_json": true, "hf1": 0.48857142857142855, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G51\", \"25G53\", \"90C16\"]}", "finish": "stop"}, {"codes": ["25G118", "25G74", "25G80"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G74\", \"25G80\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(AQUATIC VERTEBRATE)\", \"25H063(FISH)\", \"25H330(OR\u0434\u044b\u043d Austrian)\", \"25H289(AKIN GUY SAME), \"25G601(Fishes)\", \"25G590(FISH YOUNG)}\"}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["21A023", "21A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A023\", \"21A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(22ARSHAHS)", "1B208(27COAST)", "1B209(310HEAD)", "1B210(311HEAD)", "1C208", "25F23"], "valid_json": true, "hf1": 0.09499999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(22ARSHAHS)\", \"1B208(27COAST)\", \"1B209(310HEAD)\", \"1B210(311HEAD)\", \"1C208\", \"25F23\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A234", "34E51", "39F4", "39H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A234\", \"34E51\", \"39F4\", \"39H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "25F23"], "valid_json": true, "hf1": 0.25333333333333335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"25F23\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "20F93", "12C58"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"20F93\", \"12C58\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1887234007199296, "best_hf1": 0.57, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11A238", "11A8", "11E1515", "11E162", "11E167", "11E18", "11H(FRANCIS)", "12C58", "12F52(DIGRESSIVE)", "13A3701", "15B20", "16G97", "16G99", "19B220", "1B104(19THC)", "1B204(22ARSHAHS)", "1B208(27COAST)", "1B209(310HEAD)", "1B210(311HEAD)", "1C208", "20F93", "21A023", "21A051", "21B06", "21C18", "21C30", "22A107", "22B159", "22C3250", "23E12", "25B1", "25C1511", "25C7", "25E9", "25F23", "25G118", "25G12", "25G51", "25G53", "25G74", "25G80", "25G98", "26C7", "29D2(GRUNGE LOTTERY)", "29G14(GRUNGE DEVIL)", "29G14(GRUNGE FORM)", "29G14(GRUNGE GOBEUIN)", "29G14(GRUNGE ROD)", "31A234", "31D11", "31J03", "32C4", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "34E51", "39F4", "39H6", "45E04", "48A43", "48A441", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 659, "gt_codes": ["71F81", "11Q7141"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adchristian-\u00adG\u201d), \"59I19(Coptic-\u00adAleshian-\u00adK\u201d), \"163A13(ARCHA\", \"163B23(ARCHA\", \"164B21(MODEL\", \"164B8(MODEL\", \"17A5(Illustration)\", \"196F14(ASCII\", \"196G9(H\u201d]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ILLUSTRATION IN BOOKORPRINT)\", \"33A(BRICKWORK ARCH)\", \"33C23\", \"33C25(TRIBUN)\", \"33H17(ARCHITECT)\", \"24A19B(Map Of Hall For Pomegranate Plot)(ATLANCH)]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.22352941176470587, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual evidence of the artwork, here are the most relevant Iconclass codes, prioritized by confidence and relevance to the specific subject depicted (an Amsterdam public display scene):\n\n1. `92L3` - Amsterdam as a street scene, with peacocks (referring to the flag/tapestry displayed).\n2. `92L51` - Amsterdam, with fireworks.\n3. `92L71` - Amsterdam, with actors. (Referring to the group of figures performing/kissing on the steps).\n4. `92L102` - Amsterdam, with musical instruments. (Referring to the artist holding his violin).\n5. `92L21` - Amsterdam, with a portrait or likeness of a person. (The \"likeness\" of artists at a fair as depicted by Rembrandt).", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05A31"], "valid_json": true, "hf1": 0.16, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "2113(10TH-15THC)", "2113(14THC-15THC)"], "valid_json": true, "hf1": 0.054285714285714284, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"2113(10TH-15THC)\", \"2113(14THC-15THC)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "Based on the visual evidence, the most confident classification is **Hand-painted illuminations in a manuscript**. Specifically, this page features an initial letter (ffrac=Inlet) and miniatures typical of late medieval or early Renaissance German roofing text.\n\nHere are the most relevant Iconclass codes. (The most specific code below is based on the central book featuring songs from the Adam song collection depicted in the miniature illustration.)\n\n1. **33C01211: Figuration du livre dans un manuscrit ou gravure**\n * **Reasoning:** This code directly addresses the primary subject of the illustration: a decorated manuscript book itself.\n2. **11H18: Code des stylophoneaux et manuscrits**\n * **Reasoning:** This code specifically denotes illustrations of illuminated script (antiquities) within a codex.\n3. **15E2104: Sur le livre ouvert**\n * **Reasoning:** The manuscript itself, consisting of text and illustrations, is visually depicted as being open on a surface, a common convention for such artworks.\n4. **48A9867 (inclusive of the Adam Song Codex)**\n * **Reasoning:** The book depicted in the central illustration is identifiable as a manuscript containing \"Sang\" (songs) from the 12th century, in the manner of \"Adam\".\n5. **48A98301: Texte manuscrit ou gravure**\n * **Reasoning:** This code covers the text that fills the majority of the page, which is a handwritten illuminated book or codex.", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A1", "48B32"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A1\", \"48B32\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULETS OR PINES)", "39A####(MAGICAL HORN)", "14F31(DIPLOMETIC EMPLOYEE)", "22C262"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULETS OR PINES)\", \"39A####(MAGICAL HORN)\", \"14F31(DIPLOMETIC EMPLOYEE)\", \"22C262\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489", "23A45"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.060632294584500465, "best_hf1": 0.22352941176470587, "mean_code_recall": 0.0, "distinct_sets": 13, "union_codes": ["05A31", "11A238", "11E12", "11E1515", "11E1615", "11E18", "11F2", "11H112", "11H118", "11H166", "11H168", "11H743", "12C489", "12F52(DIGRESSIVE)", "14F31(DIPLOMETIC EMPLOYEE)", "16G97", "18B16", "1B104(19THCENTILITY)", "2113(10TH-15THC)", "2113(14THC-15THC)", "2113(16THC-17THCENSITY)", "21D322", "22A107", "22C262", "22C32(BULETS OR PINES)", "23A45", "23F93", "25A1", "25G98", "25G99", "26C7", "31A0231", "31A0272", "31A132", "31A27", "31A781", "31J8401", "31J8402", "31J8412", "32A19", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A26", "34A31", "35B2", "35C7", "39A####(MAGICAL HORN)", "41A128", "48A1", "48B32", "52A9", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 660, "gt_codes": ["41D221(HAT)", "45B", "45C13(SWORD)", "61B(+55)"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.03454545454545454, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A02(FENCE LINE)", "13A0"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A02(FENCE LINE)\", \"13A0\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M63"], "valid_json": true, "hf1": 0.1416058394160584, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B4", "30B5", "30B6", "30B7", "30B90", "30B11", "30B12", "30B13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B4\", \"30B5\", \"30B6\", \"30B7\", \"30B90\", \"30B11\", \"30B12\", \"30B13\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A18", "31A93", "11E1515", "11E162", "11E167", "05A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31A93\", \"11E1515\", \"11E162\", \"11E167\", \"05A31\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.13992665036674817, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.1031111111111111, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.12870317002881845, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.05420560747663551, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DANCER)", "37B232", "37B248", "37B249"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DANCER)\", \"37B232\", \"37B248\", \"37B249\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "12D4901", "21A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"12D4901\", \"21A17\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04475611455905164, "best_hf1": 0.1416058394160584, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05A31", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12D489", "12D4901", "12F52(DANCER)", "13A0", "15B20", "16G97", "19B220", "1B104", "1B113", "20F93", "212M63", "21A17", "21D32", "305B", "30A12A", "30A12B", "30A12C", "30B11", "30B12", "30B13", "30B3", "30B4", "30B5", "30B6", "30B7", "30B90", "31A0231", "31A0272", "31A1002", "31A12", "31A18", "31A93", "31B112", "31J03", "32A107", "32A195", "32B107", "32B114", "32B15", "33A4", "34A31", "35B5", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B232", "37B248", "37B249", "38C30", "41A128", "41K28", "42C40", "44E51", "45E04", "47I34", "48A125", "48C1511", "51F13", "51G6", "51M5", "53A02(FENCE LINE)", "59A14011", "59A14411", "59C21111", "59C42", "63A05", "6K15163", "81A08", "99K4(ORIGINAL CREATION)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 661, "gt_codes": ["25I28", "46C13142", "47I221"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "65B21637", "65A", "65C42", "65E24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"65B21637\", \"65A\", \"65C42\", \"65E24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30B2212"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30B2212\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "48C4", "75L6"], "valid_json": true, "hf1": 0.04000000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"48C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A235", "10E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"10E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.053061224489795916, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["32A04", "31C13", "48C329", "48C34", "83M72"], "valid_json": true, "hf1": 0.09749999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A04\", \"31C13\", \"48C329\", \"48C34\", \"83M72\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3", "50F11", "50F26"], "valid_json": true, "hf1": 0.05066666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3\", \"50F11\", \"50F26\"]}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16", "48A181"], "valid_json": true, "hf1": 0.09749999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["121D26(CARP)", "32B232", "32B248", "32C1350"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CARP)\", \"32B232\", \"32B248\", \"32C1350\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.12962750716332377, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.037188879061653315, "best_hf1": 0.12962750716332377, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10E34", "11A16", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D26(CARP)", "12I515", "15B20", "16G97", "23F9", "30A12", "30B2212", "30B51", "30C34", "30C36", "30C37", "30W51", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A28", "31C13", "31D11", "31D16", "31E12", "31F2", "31J8401", "31J8402", "32A04", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32B232", "32B248", "32C1350", "32C2", "32C26", "33A17", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A128", "43A3", "47C1511", "48A181", "48A244", "48B16", "48C329", "48C34", "48C4", "50F11", "50F26", "51C45", "59C21113", "59G14011", "59P40407", "63A05", "65A", "65B21637", "65C42", "65E24", "75L6", "81A08", "83M72"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 662, "gt_codes": ["23K11(+1)", "41C11", "43C1422", "43C9", "48C85"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROMAGE)", "59G11(EERIOD)", "59C163(CANTILEVER)", "59A164(PALMENTED CORNICE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROMAGE)\", \"59G11(EERIOD)\", \"59C163(CANTILEVER)\", \"59A164(PALMENTED CORNICE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "33B15", "33B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"33B15\", \"33B16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(INTERIOR VIEW)", "24A33A(ROOM)", "24A34A(HOUSE)", "24A34W(BUILDING HOUSING BUSINESS)", "17H(GROUP OF PEOPLE)", "17H9(PEOPLE WITH OBJECT)", "17H111(PEOPLE IN GROUP)", "17H112(SLYPEST)", "17H113(DANAID)", "17H114(SIGNS)", "17H12(TOPIC OF SIGN OR LETTER)", "11D6VISCERIO", "11D7VETER", "11D8VIVACENAME", "11H(FRANCIS)", "8C9(COURT HOUSE)", "1D4(DINOUS)", "1E6(PURPLE OR PURPLISH)", "17G4VURNETES", "17N3COW", "5B17PAGODE", "5B18PILOT", "5B20PLATT GIRL", "17I39(AD)", "17I4FATHER", "17I5BOY", "17I18(FULL LENGTH)", "17I19(IMAGE OF MAN WRITING)", "17K6BAND", "17K7DRESS", "17K8HAT", "17K9BUILDING", "53J4(USE)", "2D4(VINYL)", "5O21(PUSH)", "1A726(LET)", "1A3A4(ACTS)", "1D1D(ac/acag)", "1A1A4(MUNISHING)", "1A1B6(ACTOR)", "1A1C5(ACTING)", "55A36CITY", "55A37(RIAL)", "55A35C", "55C13A", "55C13B", "55A41(CANYON)", "55A42(PLOWING OF DRAUGHT)", "1C196(RUNNER)", "25I4(FLOWER)", "25I53(FLORAL MEDALLION)", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 0.03906976744186046, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR VIEW)\", \"24A33A(ROOM)\", \"24A34A(HOUSE)\", \"24A34W(BUILDING HOUSING BUSINESS)\", \"17H(GROUP OF PEOPLE)\", \"17H9(PEOPLE WITH OBJECT)\", \"17H111(PEOPLE IN GROUP)\", \"17H112(SLYPEST)\", \"17H113(DANAID)\", \"17H114(SIGNS)\", \"17H12(TOPIC OF SIGN OR LETTER)\", \"11D6VISCERIO\", \"11D7VETER\", \"11D8VIVACENAME\", \"11H(FRANCIS)\", \"8C9(COURT HOUSE)\", \"1D4(DINOUS)\", \"1E6(PURPLE OR PURPLISH)\", \"17G4VURNETES\", \"17N3COW\", \"5B17PAGODE\", \"5B18PILOT\", \"5B20PLATT GIRL\", \"17I39(AD)\", \"17I4FATHER\", \"17I5BOY\", \"17I18(FULL LENGTH)\", \"17I19(IMAGE OF MAN WRITING)\", \"17K6BAND\", \"17K7DRESS\", \"17K8HAT\", \"17K9BUILDING\", \"53J4(USE)\", \"2D4(VINYL)\", \"5O21(PUSH)\", \"1A726(LET)\", \"1A3A4(ACTS)\", \"1D1D(ac/acag)\", \"1A1A4(MUNISHING)\", \"1A1B6(ACTOR)\", \"1A1C5(ACTING)\", \"55A36CITY\", \"55A37(RIAL)\", \"55A35C\", \"55C13A\", \"55C13B\", \"55A41(CANYON)\", \"55A42(PLOWING OF DRAUGHT)\", \"1C196(RUNNER)\", \"25I4(FLOWER)\", \"25I53(FLORAL MEDALLION)\", \"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12125984251968504, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05331"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30J165", "24J24", "13601"], "valid_json": true, "hf1": 0.044444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30J165\", \"24J24\", \"13601\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "90125", "90178(17)", "16024"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"90125\", \"90178(17)\", \"16024\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.19536423841059605, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.13818181818181816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(ARCHITECTURAL FORM)", "149A105(LANDSCAPE)", "102C212(MAAALE INTOTALITY)", "27F1(SOCIETAL ORGANIZATION)", "141B52(SCIENCE AND PHILOSOPHY)", "47H156(CORPORATE LIFE)"], "valid_json": true, "hf1": 0.10525519848771267, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(ARCHITECTURAL FORM)\", \"149A105(LANDSCAPE)\", \"102C212(MAAALE INTOTALITY)\", \"27F1(SOCIETAL ORGANIZATION)\", \"141B52(SCIENCE AND PHILOSOPHY)\", \"47H156(CORPORATE LIFE)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.22166666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06017137350954897, "best_hf1": 0.22166666666666668, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "102C212(MAAALE INTOTALITY)", "11A1", "11A218", "11D6VISCERIO", "11D7VETER", "11D8VIVACENAME", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DIGRESSIVE)", "13601", "141B52(SCIENCE AND PHILOSOPHY)", "149A105(LANDSCAPE)", "15B20", "16024", "16G97", "17G4VURNETES", "17H(GROUP OF PEOPLE)", "17H111(PEOPLE IN GROUP)", "17H112(SLYPEST)", "17H113(DANAID)", "17H114(SIGNS)", "17H12(TOPIC OF SIGN OR LETTER)", "17H9(PEOPLE WITH OBJECT)", "17I18(FULL LENGTH)", "17I19(IMAGE OF MAN WRITING)", "17I39(AD)", "17I4FATHER", "17I5BOY", "17K6BAND", "17K7DRESS", "17K8HAT", "17K9BUILDING", "17N3COW", "1A1A4(MUNISHING)", "1A1B6(ACTOR)", "1A1C5(ACTING)", "1A3A4(ACTS)", "1A726(LET)", "1B104(19THCENTILITY)", "1C196(RUNNER)", "1D1D(ac/acag)", "1D4(DINOUS)", "1E6(PURPLE OR PURPLISH)", "2113(16THC-17THCENSITY)", "21D322", "22C32(BACKDROP OR SETTING)", "23F9", "24A12A(INTERIOR VIEW)", "24A33A(ROOM)", "24A34A(HOUSE)", "24A34W(BUILDING HOUSING BUSINESS)", "24J24", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G98", "25G99", "25I4(FLOWER)", "25I53(FLORAL MEDALLION)", "27F1(SOCIETAL ORGANIZATION)", "2D4(VINYL)", "30J165", "31A27", "31A51213", "31D11", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A43", "32B107", "32B15", "32C2", "32C26", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33B16", "33C17", "33C30", "39A####(ARCHITECTURAL FORM)", "47C1511", "47H156(CORPORATE LIFE)", "48A244", "48A28", "48A98211", "48A98751", "48C40", "51C45", "53J4(USE)", "55A35C", "55A36CITY", "55A37(RIAL)", "55A41(CANYON)", "55A42(PLOWING OF DRAUGHT)", "55C13A", "55C13B", "59A164(PALMENTED CORNICE)", "59C163(CANTILEVER)", "59G11(EERIOD)", "59G14(GRUNGE FORM)", "59G24(FROMAGE)", "5B17PAGODE", "5B18PILOT", "5B20PLATT GIRL", "5O21(PUSH)", "60A3", "8C9(COURT HOUSE)", "90125", "90178(17)", "92L42"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 663, "gt_codes": ["73C832", "73C8321", "73C8322"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A16A(FEMALE ALOPECIA)", "24B32(LOCK)", "24B4W(FEMALE SHAWL)", "43D75(GLOUSSED)", "49B9400(WROT)", "49C111", "49F41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A16A(FEMALE ALOPECIA)\", \"24B32(LOCK)\", \"24B4W(FEMALE SHAWL)\", \"43D75(GLOUSSED)\", \"49B9400(WROT)\", \"49C111\", \"49F41\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A16211", "33A16212", "33A16213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A16211\", \"33A16212\", \"33A16213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(1310130)", "1B329", "1B104(1310120)", "1B104(1310110)", "1B104(1310020)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(1310130)\", \"1B329\", \"1B104(1310120)\", \"1B104(1310110)\", \"1B104(1310020)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["52A28", "52B232"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"52A28\", \"52B232\"]}\n```", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0, "best_hf1": 0.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A238", "11E12", "11E1515", "11E1615", "11E18", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "15A13", "16G97", "18B16", "1B104(1310020)", "1B104(1310110)", "1B104(1310120)", "1B104(1310130)", "1B329", "20C33", "21B10", "22A107", "23F93", "24A12A(LOCKS)", "24A16A(FEMALE ALOPECIA)", "24B32(LOCK)", "24B4W(FEMALE SHAWL)", "25A1", "25G98", "25G99", "26C7", "31A0231", "31A0272", "31J8401", "31J8402", "31J8412", "32A19", "33A10", "33A100", "33A102", "33A12", "33A16211", "33A16212", "33A16213", "33A26", "34A31", "35B2", "35C7", "41A128", "43D75(GLOUSSED)", "48A125", "48C1511", "49B9400(WROT)", "49C111", "49F41", "52A28", "52A9", "52B232", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 664, "gt_codes": ["11Q713", "25I"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOP)", "45O13(FLOOR)", "163L4"], "valid_json": true, "hf1": 0.19826086956521738, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOP)\", \"45O13(FLOOR)\", \"163L4\"], \"note\": \"This artwork appears to show a group of people seated and standing indoors, possibly at a banquet or formal occasion.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR),24J20A(INTERIOR),29B(DARPENING),29B32(LACHEN),29C40(KLEIDING),\"17H(GEMEENSCHAP)/29B940(GECROUKT)]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.2659217877094972, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "114C1", "114C8", "33A17"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"114C1\", \"114C8\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["46A16211", "37J", "37L", "37P33", "37P63", "37A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A16211\", \"37J\", \"37L\", \"37P33\", \"37P63\", \"37A235\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.3085175202156334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["920023", "920051", "48A43", "48A4411", "163005", "81108"], "valid_json": true, "hf1": 0.05, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"920023\", \"920051\", \"48A43\", \"48A4411\", \"163005\", \"81108\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "25C101(ARCHITECTURAL BEAUTY)", "25C103(ARCHITECTURAL INTERIOR)", "25C105(ARCHITECTURAL RECREATED)"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B216(21STC)\", \"25C101(ARCHITECTURAL BEAUTY)\", \"25C103(ARCHITECTURAL INTERIOR)\", \"25C105(ARCHITECTURAL RECREATED)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["10720(ARCHITECTURE)", "10720(ARCHITECTURE)", "10720(ARCHITECTURE)", "26D00(INTERIOR)", "26E48(PUBLIC BUILDING)"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720(ARCHITECTURE)\", \"10720(ARCHITECTURE)\", \"10720(ARCHITECTURE)\", \"26D00(INTERIOR)\", \"26E48(PUBLIC BUILDING)\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.22352941176470587, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(CATHOLIC OR THOMASTIC ASSOCIATION)", "121E59(####)**,121H26,121J48,121K11", "26H120AAA(BURNAMING)", "27F134(POOR)", "44D145(EDUCATION),44D171(DIRECTOR),44D172(STUDENT)", "47E361(NERSING)", "47E366(MEDICINE)", "47F223(GENERAL HOSPITAL),47F226(SOCIETY HOSPITAL)"], "valid_json": true, "hf1": 0.13000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CATHOLIC OR THOMASTIC ASSOCIATION)\", \"121E59(####)**,121H26,121J48,121K11\", \"26H120AAA(BURNAMING)\", \"27F134(POOR)\", \"44D145(EDUCATION),44D171(DIRECTOR),44D172(STUDENT)\", \"47E361(NERSING)\", \"47E366(MEDICINE)\", \"47F223(GENERAL HOSPITAL),47F226(SOCIETY HOSPITAL)\"]}", "finish": "stop"}, {"codes": ["41A218", "41F9", "51C45", "41F24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"41A218\", \"41F9\", \"51C45\", \"41F24\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11804559932844086, "best_hf1": 0.3085175202156334, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10720(ARCHITECTURE)", "114C1", "114C8", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CATHOLIC OR THOMASTIC ASSOCIATION)", "121E59(####)**,121H26,121J48,121K11", "15B14(BANKETS)", "163005", "163L4", "16G97", "1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "25C101(ARCHITECTURAL BEAUTY)", "25C103(ARCHITECTURAL INTERIOR)", "25C105(ARCHITECTURAL RECREATED)", "25C22(BOP)", "26D00(INTERIOR)", "26E48(PUBLIC BUILDING)", "26H120AAA(BURNAMING)", "27F134(POOR)", "2E198", "2E199", "31A1002", "31A12", "31A51213", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A17", "37A235", "37J", "37L", "37P33", "37P63", "418A", "41A218", "41B3", "41F24", "41F9", "44D145(EDUCATION),44D171(DIRECTOR),44D172(STUDENT)", "45O13(FLOOR)", "46A16211", "47C1511", "47E361(NERSING)", "47E366(MEDICINE)", "47F223(GENERAL HOSPITAL),47F226(SOCIETY HOSPITAL)", "48A43", "48A4411", "51C45", "59G14(GROUP)", "60A3", "81108", "920023", "920051"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 665, "gt_codes": ["42G:61B2(...)13"], "greedy": {"codes": ["25E01", "25E02", "25E03", "25E04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25E01\", \"25E02\", \"25E03\", \"25E04\"]}"}, "samples": [{"codes": ["591L40", "01A214", "01A219", "11A30"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"591L40\", \"01A214\", \"01A219\", \"11A30\"]}", "finish": "stop"}, {"codes": ["27A107", "35B1", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B1\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.16285714285714287, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(cover-pages),24A12A(title-pages),24A12A(frontispieces,24A12A(illustrated-pages),4D810\"}", "finish": "stop"}, {"codes": ["1.11(INK)", "1.I.I7(INK WITH TOOL)", "80J180", "80J185"], "valid_json": true, "hf1": 0.0, 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\"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u7b7e\uff0c\u4e0d\u662f\u8eab\u4efd\u7b7e\u3002\u56fe\u7247\u4e0a\u6709\u6587\u5b57\u548c\u5fbd\u7ae0\uff0c\u8fd9\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u62a4\u7406\u7b7e\u5f62\u5f0f\u3002\"}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": 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[{"codes": ["25G14(GROWING PLANT OR BUSH)", "49I22(MISSING TOP)", "49I26(LEAF)", "31D33(LEAF NECTARE)", "25G12(CROSS-FISH-BONE LEAVES OF PLANT)", "31D8(ACCOMMODATED)", "49K15(GEOBOTANY)", "49K17(HISTOLOGY)"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G14(GROWING PLANT OR BUSH)\", \"49I22(MISSING TOP)\", \"49I26(LEAF)\", \"31D33(LEAF NECTARE)\", \"25G12(CROSS-FISH-BONE LEAVES OF PLANT)\", \"31D8(ACCOMMODATED)\", \"49K15(GEOBOTANY)\", \"49K17(HISTOLOGY)\"]}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)"], "valid_json": true, "hf1": 1.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\"]}", "finish": "stop"}, {"codes": ["25J04", "25J04(HERBA)(VARIETY)(LEAVES)(LEAVY)", "25J04(HERBA)(VARIETY)(STALKS)(WEEDY)"], "valid_json": true, "hf1": 0.38000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25J04\", \"25J04(HERBA)(VARIETY)(LEAVES)(LEAVY)\", \"25J04(HERBA)(VARIETY)(STALKS)(WEEDY)\"]}", "finish": "stop"}, {"codes": ["25G12", "25G21", "25G34", "25G36", "25G37", "25W514"], "valid_json": true, "hf1": 0.5537142857142856, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G12\", \"25G21\", \"25G34\", \"25G36\", \"25G37\", \"25W514\"]}", "finish": "stop"}, {"codes": ["25G118", "25G74", "25G80", "25G93", "25G94", "25G135"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G74\", \"25G80\", \"25G93\", \"25G94\", \"25G135\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["25G4(CLOCOTA)", "25G4(GICIPREUS)", "25G4(LAURELWEED)", "31A235"], "valid_json": true, "hf1": 0.8571428571428571, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": true, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(CLOCOTA)\", \"25G4(GICIPREUS)\", \"25G4(LAURELWEED)\", \"31A235\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["25G423", "25G15", "25G14", "25G41"], "valid_json": true, "hf1": 0.7093333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G423\", \"25G15\", \"25G14\", \"25G41\"]}", "finish": "stop"}, {"codes": ["25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)", "25G04(1)", "25G04(2)"], "valid_json": true, "hf1": 0.57, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\", \"25G04(1)\", \"25G04(2)\"]}", "finish": "stop"}, {"codes": ["11G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["25G20", "31D11", "33B1", "48A97002"], "valid_json": true, "hf1": 0.228, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G20\", \"31D11\", \"33B1\", \"48A97002\"]}", "finish": "stop"}, {"codes": ["11H(FRANCIS)", "25E23", "25F23", "31A235"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H(FRANCIS)\", \"25E23\", \"25F23\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "25C3250", "25C8590####"], "valid_json": true, "hf1": 0.30400000000000005, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"25C3250\", \"25C8590####\"]}", "finish": "stop"}, {"codes": ["25G218", "25G93", "12C489", "25A45"], "valid_json": true, "hf1": 0.456, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G218\", \"25G93\", \"12C489\", \"25A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.41549107142857145, "best_hf1": 1.0, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11E1515", "11E162", "11E167", "11G97", "11H(FRANCIS)", "12C489", "12F52(DIGRESSIVE)", "25A45", "25C1511", "25C3250", "25C8590####", "25E23", "25F23", "25G04(1)", "25G04(2)", "25G118", "25G12", "25G12(CROSS-FISH-BONE LEAVES OF PLANT)", "25G135", "25G14", "25G14(GROWING PLANT OR BUSH)", "25G15", "25G18", "25G20", "25G21", "25G218", "25G34", "25G36", "25G37", "25G4(CLOCOTA)", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(GICIPREUS)", "25G4(LAURELWEED)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G41", "25G423", "25G74", "25G80", "25G93", "25G94", "25J04", "25J04(HERBA)(VARIETY)(LEAVES)(LEAVY)", "25J04(HERBA)(VARIETY)(STALKS)(WEEDY)", "25W514", "31A1002", "31A12", "31A235", "31D11", "31D33(LEAF NECTARE)", "31D8(ACCOMMODATED)", "32A19", "32A23", "32B15", "32C2", "32C26", "33B1", "48A97002", "49I22(MISSING TOP)", "49I26(LEAF)", "49K15(GEOBOTANY)", "49K17(HISTOLOGY)"], "truncated": 0, "c_hf1_80": 2, "pass@1_hf1_80": 0.125, "pass@2_hf1_80": 0.2416666666666667, "pass@4_hf1_80": 0.44999999999999996, "pass@8_hf1_80": 0.7666666666666666, "pass@16_hf1_80": 1.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 671, "gt_codes": ["46C13141", "46C13142"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n \"10B11\",\n \"10B12\",\n \"10B13\",\n \"10B14\",\n \"10B15\"\n]\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKER)", "25C22(BOP)", "15O13(FLOOR)", "15I34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKER)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15I34\"], \"note\": \"This artwork appears to show multiple human figures on uneven, rocky terrain. Judging from their garments and the scene's rural-ish quality, they could be travelers or villagers. The artistic style (loose brushwork) with some color gradients (blues, yellows) suggests a genre-like depiction of daily life or work.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B285"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B285\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "19V220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"19V220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "48C4", "75L6"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"48C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["30H062(Agriculturalwork)", "30H063(Multiplierorprocessorforlivingresources(includingforfetishism))", "33C172(Donkeydonkey)", "33K175(wearingdonkey]]", "33Q502(NaturalcultureofAmericana)", "33Q185(Finishingtouch)]", "33Q104(Farmingworkers)", "33Q105(PackorCarriageanimals)", "33S550(Bullockcart(European)", "30H061(Farmingandrelatedworkinthe fieldsandwoods)", "30C170(Fruit", "30C180(Corn", "30C189(Cornfield)", "33Q482(Mosaicmuralpicturingheavenrealm]", "33Q270(Rockartreplicaonruler)", "33Q559(Naturallandscapedegrossed)", "33Q342(Naturalviewofmountainscontouring)]", "30W520(Gorgewood(movedbylandform)", "30W510(Woolenandlinen_coat)", "30Q505(Bonnetofblacksoldaternorblackmen)", "30Q210(Donutdish)", "30Q176(Mirrorinruler'shouse)", "30H151(Migratingmultiplepeopleunderdisgrace(relocatedbyaphantoms)", "30H053(Packenofworkers)", "33Q157(Directprintview)", "30H064(Smallingforconsumingfoodandwater)", "30H150(Multiplierorprocessorforlivingresources inseapartofagriculturalandculturalenvironment),", "33Q483(Blockprint", "30H071(Farmingwithmachines(noncollective)", "33S504(Animalearnedpersonneltosupportinterviewtravel]]", "30W050(BullockcartofEuropeanorigin)", "33S151(Nakedlinemensupportraft", "30Q273(Salt)", "30Q272(Sugar)", "30Q251(Clothes", "30Q166(Hot)", "33S166(AnimalcarriageinNonWesternculture)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30H062(Agriculturalwork)\", \"30H063(Multiplierorprocessorforlivingresources(includingforfetishism))\", \"33C172(Donkeydonkey)\", \"33K175(wearingdonkey]]\", \"33Q502(NaturalcultureofAmericana)\", \"33Q185(Finishingtouch)]\", \"33Q104(Farmingworkers)\", \"33Q105(PackorCarriageanimals)\", \"33S550(Bullockcart(European)\", \"30H061(Farmingandrelatedworkinthe fieldsandwoods)\", \"30C170(Fruit\", \"30C180(Corn\", \"30C189(Cornfield)\", \"33Q482(Mosaicmuralpicturingheavenrealm]\", \"33Q270(Rockartreplicaonruler)\", \"33Q559(Naturallandscapedegrossed)\", \"33Q342(Naturalviewofmountainscontouring)]\", \"30W520(Gorgewood(movedbylandform)\", \"30W510(Woolenandlinen_coat)\", \"30Q505(Bonnetofblacksoldaternorblackmen)\", \"30Q210(Donutdish)\", \"30Q176(Mirrorinruler'shouse)\", \"30H151(Migratingmultiplepeopleunderdisgrace(relocatedbyaphantoms)\", \"30H053(Packenofworkers)\", \"33Q157(Directprintview)\", \"30H064(Smallingforconsumingfoodandwater)\", \"30H150(Multiplierorprocessorforlivingresources inseapartofagriculturalandculturalenvironment),\", \"33Q483(Blockprint\", \"30H071(Farmingwithmachines(noncollective)\", \"33S504(Animalearnedpersonneltosupportinterviewtravel]]\", \"30W050(BullockcartofEuropeanorigin)\", \"33S151(Nakedlinemensupportraft\", \"30Q273(Salt)\", \"30Q272(Sugar)\", \"30Q251(Clothes\", \"30Q166(Hot)\", \"33S166(AnimalcarriageinNonWesternculture)\"]}", "finish": "stop"}, {"codes": ["31A181", "14E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"14E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["10397", "32A195", "114A41", "41D16", "92L41"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10397\", \"32A195\", \"114A41\", \"41D16\", \"92L41\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["52A28", "52B232", "52B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"52A28\", \"52B232\", \"52B248\"]}\n```", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C5894", "25H5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C5894\", \"25H5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.021205357142857144, "best_hf1": 0.095, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10397", "114A41", "11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C5894", "12I515", "14E34", "15A13", "15B14(BANKER)", "15I34", "15O13(FLOOR)", "19V220", "1B104", "1B113", "20C33", "20F93", "212M631", "21D32", "21L10", "24D63", "25C22(BOP)", "25H5", "305B285", "30A12", "30B51", "30C1511", "30C170(Fruit", "30C180(Corn", "30C189(Cornfield)", "30C34", "30C36", "30C37", "30H053(Packenofworkers)", "30H061(Farmingandrelatedworkinthe fieldsandwoods)", "30H062(Agriculturalwork)", "30H063(Multiplierorprocessorforlivingresources(includingforfetishism))", "30H064(Smallingforconsumingfoodandwater)", "30H071(Farmingwithmachines(noncollective)", "30H150(Multiplierorprocessorforlivingresources inseapartofagriculturalandculturalenvironment),", "30H151(Migratingmultiplepeopleunderdisgrace(relocatedbyaphantoms)", "30Q166(Hot)", "30Q176(Mirrorinruler'shouse)", "30Q210(Donutdish)", "30Q251(Clothes", "30Q272(Sugar)", "30Q273(Salt)", "30Q505(Bonnetofblacksoldaternorblackmen)", "30W050(BullockcartofEuropeanorigin)", "30W51", "30W510(Woolenandlinen_coat)", "30W520(Gorgewood(movedbylandform)", "31A0231", "31A0272", "31A1002", "31A12", "31A181", "31A235", "31H24", "31H28", "31J84", "31L17", "32A107", "32A195", "32B107", "32B114", "32B15", "33C172(Donkeydonkey)", "33K175(wearingdonkey]]", "33Q104(Farmingworkers)", "33Q105(PackorCarriageanimals)", "33Q157(Directprintview)", "33Q185(Finishingtouch)]", "33Q270(Rockartreplicaonruler)", "33Q342(Naturalviewofmountainscontouring)]", "33Q482(Mosaicmuralpicturingheavenrealm]", "33Q483(Blockprint", "33Q502(NaturalcultureofAmericana)", "33Q559(Naturallandscapedegrossed)", "33S151(Nakedlinemensupportraft", "33S166(AnimalcarriageinNonWesternculture)", "33S504(Animalearnedpersonneltosupportinterviewtravel]]", "33S550(Bullockcart(European)", "34A31", "41A128", "41B1", "41B3", "41D16", "45E12", "45E84", "48C4", "51F13", "51G6", "51M5", "52A28", "52B232", "52B248", "59G14(GROUP)", "63A05", "75L6", "81A08", "92L41"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 672, "gt_codes": ["23D44"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\",\n \"30B15\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["25G129(APPLE)", "25G263(PEACH)", "25G360(WATERMELON)", "25G450(CAWLDROP)", "25G530(GARDEN)", "25G540(WINE)", "25G541(RED WINE)", "25G542(WHITE WINE)", "25G543(RED GOURD)", "25G544(DATA PASTEARD)", "25G554(FIG)", "25G556(RAMNASIO)", "25G560(SEED)", "25G589(BANANA)", "25G590(LYMPHE)", "25G591(DRINKING BOWL)", "25G592(GARDEN)", "25G593(GRAPEVINE WINE)", "25G594(GRAIN)", "25G595(BEER)", "25G596(WINE VINE)", "25G597(COFFEE)", "25G598(LAMB)", "25G610(MAST)", "25G611(PINE)", "25G612(OAK)", "25G613(CELAD)", "25G614(EASTER", "25G653(DRINKING CUP)", "25G753(DRINKING UNGANL)", "72B232(COOP)", "72B233(BUCKETS/HINKERS)", "72B234(MUNISHING VESSEL)"], "valid_json": true, "hf1": 0.18095238095238095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G129(APPLE)\", \"25G263(PEACH)\", \"25G360(WATERMELON)\", \"25G450(CAWLDROP)\", \"25G530(GARDEN)\", \"25G540(WINE)\", \"25G541(RED WINE)\", \"25G542(WHITE WINE)\", \"25G543(RED GOURD)\", \"25G544(DATA PASTEARD)\", \"25G554(FIG)\", \"25G556(RAMNASIO)\", \"25G560(SEED)\", \"25G589(BANANA)\", \"25G590(LYMPHE)\", \"25G591(DRINKING BOWL)\", \"25G592(GARDEN)\", \"25G593(GRAPEVINE WINE)\", \"25G594(GRAIN)\", \"25G595(BEER)\", \"25G596(WINE VINE)\", \"25G597(COFFEE)\", \"25G598(LAMB)\", \"25G610(MAST)\", \"25G611(PINE)\", \"25G612(OAK)\", \"25G613(CELAD)\", \"25G614(EASTER\", \"25G653(DRINKING CUP)\", \"25G753(DRINKING UNGANL)\", \"72B232(COOP)\", \"72B233(BUCKETS/HINKERS)\", \"72B234(MUNISHING VESSEL)\"]}", "finish": "stop"}, {"codes": ["25G118", "25G74", "25G80", "25G93", "45E23", "48A73"], "valid_json": true, "hf1": 0.15879396984924626, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G118\", \"25G74\", \"25G80\", \"25G93\", \"45E23\", \"48A73\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A28", "31A29"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A28\", \"31A29\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(WHEATGRASS)", "11H(FRANCIS)", "11H(HERMANT)", "31D16"], "valid_json": true, "hf1": 0.14615384615384616, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G4(COLOCYNTHIS POMIFORMIS)\", \"25G4(COLOCYNTHIS PYRIFORMIS)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"25G4(PEARE FASHIONED BITTER GOURDE)\", \"25G4(WHEATGRASS)\", \"11H(FRANCIS)\", \"11H(HERMANT)\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104(CHILD)", "1B105(FIRST KNEELING CHILD)", "21C(CHRISTMAS)", "32C12(VINE)", "32G10(SHACKED VINES)", "4L160(SACRED TEXT)"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(CHILD)\", \"1B105(FIRST KNEELING CHILD)\", \"21C(CHRISTMAS)\", \"32C12(VINE)\", \"32G10(SHACKED VINES)\", \"4L160(SACRED TEXT)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "25I34", "25I51", "29F4", "31H6"], "valid_json": true, "hf1": 0.13184357541899444, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"25I34\", \"25I51\", \"29F4\", \"31H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31A212", "31B5", "31C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31A212\", \"31B5\", \"31C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11H18", "23E12", "31A235", "906G"], "valid_json": true, "hf1": 0.16000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"23E12\", \"31A235\", \"906G\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22C8590####"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22C8590####\"]}", "finish": "stop"}, {"codes": ["31A235", "23F93", "14C4894", "25H5"], "valid_json": true, "hf1": 0.21552511415525114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F93\", \"14C4894\", \"25H5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07497216255096457, "best_hf1": 0.21552511415525114, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11H(FRANCIS)", "11H(HERMANT)", "11H18", "11H24", "11H28", "12F52(DIGRESSIVE)", "14C4894", "15B20", "16G97", "1B104(CHILD)", "1B105(FIRST KNEELING CHILD)", "21C(CHRISTMAS)", "22C3250", "22C8590####", "23E12", "23F93", "25G118", "25G129(APPLE)", "25G263(PEACH)", "25G360(WATERMELON)", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(WHEATGRASS)", "25G450(CAWLDROP)", "25G530(GARDEN)", "25G540(WINE)", "25G541(RED WINE)", "25G542(WHITE WINE)", "25G543(RED GOURD)", "25G544(DATA PASTEARD)", "25G554(FIG)", "25G556(RAMNASIO)", "25G560(SEED)", "25G589(BANANA)", "25G590(LYMPHE)", "25G591(DRINKING BOWL)", "25G592(GARDEN)", "25G593(GRAPEVINE WINE)", "25G594(GRAIN)", "25G595(BEER)", "25G596(WINE VINE)", "25G597(COFFEE)", "25G598(LAMB)", "25G610(MAST)", "25G611(PINE)", "25G612(OAK)", "25G613(CELAD)", "25G614(EASTER", "25G653(DRINKING CUP)", "25G74", "25G753(DRINKING UNGANL)", "25G80", "25G93", "25H5", "25I34", "25I51", "29F4", "31A0231", "31A0272", "31A10", "31A12", "31A212", "31A235", "31A25", "31A26", "31A28", "31A29", "31A72", "31A77", "31A89", "31A96", "31B5", "31C30", "31D16", "31H6", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "32C12(VINE)", "32G10(SHACKED VINES)", "33A17", "34A31", "41A128", "45E23", "48A28", "48A73", "48C1511", "48C40", "4L160(SACRED TEXT)", "59G14(GRUNGE FORM)", "63A05", "72B232(COOP)", "72B233(BUCKETS/HINKERS)", "72B234(MUNISHING VESSEL)", "73F12", "81A08", "906G"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 673, "gt_codes": ["41A2", "45A20", "56F2", "71", "71F212", "71F2165"], "greedy": {"codes": ["31B10", "31B11", "31B12", "31B13", "31B14", "31B15"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31B10\", \"31B11\", \"31B12\", \"31B13\", \"31B14\", \"31B15\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["31A107", "31B20", "31C315", "31C316", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A107\", \"31B20\", \"31C315\", \"31C316\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "48A31501"], "valid_json": true, "hf1": 0.04222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"48A31501\"]}", "finish": "stop"}, {"codes": ["33C23", "31D16", "53C34", "92L41", "92H32", "18W504"], "valid_json": true, "hf1": 0.03166666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33C23\", \"31D16\", \"53C34\", \"92L41\", \"92H32\", \"18W504\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33C17"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["31A18", "31A93", "31A1515", "11A16(CAMELOT)", "11B7(BLANCHE NUNCe)", "11D67", "11H90(DERVOT)", "11N90", "11Y11", "11X83", "11X13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31A93\", \"31A1515\", \"11A16(CAMELOT)\", \"11B7(BLANCHE NUNCe)\", \"11D67\", \"11H90(DERVOT)\", \"11N90\", \"11Y11\", \"11X83\", \"11X13\"], \"cartesian_point_2\": \"[821, 4186]\"}", "finish": "stop"}, {"codes": ["92L42", "30J165", "24J14", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": 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false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["21A18", "21B9", "41A2", "15A21"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"41A2\", \"15A21\"], \"metadata\": {\"image\": {\"url\": \"https://images.unsplash.com/photo-1628696705510-c045e2f7359f?auto=format&fit=crop&w=1000&q=80\", \"format\": \"png\"}}}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A9700", "92A8", "32C4"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A9700\", \"92A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.08888888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MUSIC)", "41C149(LANGUAGE: LATE)", "41E102(SHIRT AND UNDERGARMENT, CLOTHES)", "41F4738(STOVE)", "41F5260(SPECTACLE)ATH CORS PARIS"], "valid_json": true, "hf1": 0.13818181818181816, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MUSIC)\", \"41C149(LANGUAGE: LATE)\", \"41E102(SHIRT AND UNDERGARMENT, CLOTHES)\", \"41F4738(STOVE)\", \"41F5260(SPECTACLE)ATH CORS PARIS\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.027334776334776333, "best_hf1": 0.13818181818181816, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "15A21", "15B20", "16G97", "1B104", "1B113", "21A18", "21B9", "21D25", "21D32", "22C32(BACKDROP OR SETTING)", "23A41010", "23F9", "24A12A(LOCKS)", "24A20", "24A20A(FINALWIND)", "24A20A(POREES)", "25F03", "30D25", "31D11", "31D16", "31J8401", "31J8402", "31J8412", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "32C4", "33A06211", "33A06212", "33A06213", "33A06214", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33C17", "39A####(MUSIC)", "41A2", "41C149(LANGUAGE: LATE)", "41E102(SHIRT AND UNDERGARMENT, CLOTHES)", "41F4738(STOVE)", "41F5260(SPECTACLE)ATH CORS PARIS", "48A1", "48A9700", "48B3", "48C1511", "5161", "5162", "51C45", "59G1(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G3(GRUNGE FORM)", "73A244", "92A8"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 676, "gt_codes": ["11F422"], "greedy": {"codes": ["106B11", "106B12", "106B13", "106B14", "106B15", "106B16"], "valid_json": true, "hf1": 0.20000000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"106B11\", \"106B12\", \"106B13\", \"106B14\", \"106B15\", \"106B16\"]}\n```"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68B51637", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68B51637\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B10711"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B10711\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "59V220", "59V260"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"59V220\", \"59V260\"]}", "finish": "stop"}, {"codes": ["74A12", "74F51", "74L34", "90C16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12\", \"74F51\", \"74L34\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.39832635983263603, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5c0a\u62a4\u7406\u5723\u6bcd\u548c\u5723\u5a74\u96d5\u50cf\uff0c\u4e2d\u592e\u4eba\u7269\u4e3a\u5723\u6bcd\u739b\u5229\u4e9a\uff0c\u5979\u5750\u5728\u6905\u5b50\u4e0a\uff0c\u624b\u4e2d\u62ff\u7740\u4e00\u56e2\u5e03\u6599\uff0c\u65c1\u8fb9\u7684\u5723\u5a74\u8036\u7a23\u8eba\u5728\u5e8a\u4e0a\u3002\u8fd9\u662f\u4e00\u4ef6\u9752\u94dc\u827a\u672f\uff08\u96d5\u5851\uff09\u4f5c\u54c1\uff0c\u5e38\u7528\u4e8e\u5b97\u6559\u827a\u672f\u548c\u6587\u5b57\u8bc6\u522b\u3002\", \"language\": \"zh-CN\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.2636871508379889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["71A023", "71A051", "71A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"71A023\", \"71A051\", \"71A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["5B104(19THC)", "5B2813", "25H61", "5B83", "25H25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"5B104(19THC)\", \"5B2813\", \"25H61\", \"5B83\", \"25H25\"]}", "finish": "stop"}, {"codes": ["16G97", "16G99", "31A43", "50B15", "50B17", "50B19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16G99\", \"31A43\", \"50B15\", \"50B17\", \"50B19\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["61E18", "61E12", "61F2", "61F16", "61A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"61E18\", \"61E12\", \"61F2\", \"61F16\", \"61A181\"]}", "finish": "stop"}, {"codes": ["121D26(CV)", "57B23250"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(CV)\", \"57B23250\"]}", "finish": "stop"}, {"codes": ["46A218", "46A93151", "46A415", "46A138", "46A213", "46A93081", "46A93051"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A218\", \"46A93151\", \"46A415\", \"46A138\", \"46A213\", \"46A93081\", \"46A93051\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0750514396550093, "best_hf1": 0.39832635983263603, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11E1515", "11E162", "11E167", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D26(CV)", "163A05", "16G97", "16G99", "20C33", "21B10", "25H25", "25H61", "2E198", "2E199", "31A43", "31J03", "32A1002", "32A107", "32A12", "32B107", "32B10711", "32B15", "45E04", "46A138", "46A213", "46A218", "46A415", "46A93051", "46A93081", "46A93151", "47C1511", "50B15", "50B17", "50B19", "55A13", "57B23250", "59C21113", "59G14011", "59P40407", "59V220", "59V260", "5B104(19THC)", "5B2813", "5B83", "601A11", "61A181", "61E12", "61E18", "61F16", "61F2", "68A", "68B51637", "68C42", "68C44", "71A023", "71A051", "71A433", "74A12", "74F51", "74L34", "81A08", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 677, "gt_codes": ["83(BRANT, Ship of Fools)", "41B1", "24A6"], "greedy": {"codes": ["31B10", "31B10", "31B10", "31B10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31B10\", \"31B10\", \"31B10\", \"31B10\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROMAGE FORM)", "59G11(BIODATA/ECOLOGY)", "63B13(ARCHAEOLOGICAL DIGGING)", "52C23(FISHING)", "51C30", "53C18"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROMAGE FORM)\", \"59G11(BIODATA/ECOLOGY)\", \"63B13(ARCHAEOLOGICAL DIGGING)\", \"52C23(FISHING)\", \"51C30\", \"53C18\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J83012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J83012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(APLOCKS DUCT)", "24A33A(CTUBE WITH EAU DE COL)", "24A36A(AER FORWATER)", "24A37A(TANK WITH FISH FORWATER)", "24A40A(WATER PUMP WITH HORSEPOWER)", "33C14"], "valid_json": true, "hf1": 0.27142857142857135, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(APLOCKS DUCT)\", \"24A33A(CTUBE WITH EAU DE COL)\", \"24A36A(AER FORWATER)\", \"24A37A(TANK WITH FISH FORWATER)\", \"24A40A(WATER PUMP WITH HORSEPOWER)\", \"33C14\"]}", "finish": "stop"}, {"codes": ["25F118", "25F74", "25F80", "25F93", "25F94", "25F95"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25F118\", \"25F74\", \"25F80\", \"25F93\", \"25F94\", \"25F95\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89", "31A25", "31A72"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\", \"31A25\", \"31A72\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J491"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J491\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.08444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["9B104(19101)", "9B104(191161)", "9B104(191251)", "9B104(191252)", "L1602", "C2007"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19101)\", \"9B104(191161)\", \"9B104(191251)\", \"9B104(191252)\", \"L1602\", \"C2007\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "31A235"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"31A235\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590####"], "valid_json": true, "hf1": 0.08444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590####\"]}", "finish": "stop"}, {"codes": ["31A235", "23F93", "12C48"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.05030853174603175, "best_hf1": 0.27142857142857135, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11E12", "11H18", "11H24", "11H28", "12C48", "12F52(DIGRESSIVE)", "13A3", "15B20", "16G97", "22B1590####", "22C3250", "23F93", "24A12A(APLOCKS DUCT)", "24A33A(CTUBE WITH EAU DE COL)", "24A36A(AER FORWATER)", "24A37A(TANK WITH FISH FORWATER)", "24A40A(WATER PUMP WITH HORSEPOWER)", "25F118", "25F74", "25F80", "25F93", "25F94", "25F95", "25G9818", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31A25", "31A72", "31A77", "31A89", "31A96", "31D11", "31D16", "31F12", "31H404", "31J83011", "31J83012", "32A107", "32A19", "32B107", "32B114", "32B15", "33A17", "33B1", "33C14", "34A31", "41A128", "48C1511", "49J491", "51C30", "52C23(FISHING)", "53C18", "59G11(BIODATA/ECOLOGY)", "59G14(GRUNGE FORM)", "59G24(FROMAGE FORM)", "630E", "631A", "63B13(ARCHAEOLOGICAL DIGGING)", "9B104(19101)", "9B104(191161)", "9B104(191251)", "9B104(191252)", "C2007", "L1602"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 678, "gt_codes": ["25H", "25H132"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["30A12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u98ce\u666f\u753b\uff0c\u9002\u5408\u5e94\u7528\u4e0a\u8ff0Iconclass\u4ee3\u7801\u4ee5\u51c6\u786e\u5206\u7c7b\u3002\", \"ic_code\": \"37J,37L,37P,36A06211\"}", "finish": "stop"}, {"codes": ["31A235", "10E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"10E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\"]}", "finish": "stop"}, {"codes": ["33A04", "33C13", "33C32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A04\", \"33C13\", \"33C32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L30(LONG)\", \"138G8\"], \"infos\"
>
A landscapeDiagram (f)
\"}", "finish": "stop"}, {"codes": ["31A28", "31E12", "31F2", "48B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31E12\", \"31F2\", \"48B16\"]}", "finish": "stop"}, {"codes": ["121D2(DRAWING)", "37B23250"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37B23250\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.00475, "best_hf1": 0.076, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["10E34", "11A16", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DRAWING)", "12I515", "16G97", "23F9", "305B", "30A12", "31A0231", "31A0272", "31A10", "31A12", "31A235", "31A28", "31E12", "31F2", "31J03", "32A107", "32A19", "32B107", "32B114", "32B15", "33A04", "33C13", "33C32", "34A31", "37B23250", "45E04", "47C1511", "48A244", "48B16", "51C45", "51F13", "53A", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 679, "gt_codes": ["23A1", "42G1", "44B111", "44B191", "46A122", "49K10", "93"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GEOGRAPHY)", "59G14(GEODESY)", "59G14(GEOLOGY/ECOLOGY)", "63A13(ARCHAEOLOGICAL DIGGING)", "52C23(GEOLOGY/ECOLOGY)", "52D2(ROcks)", "52D2(ROCK FORMATION)", "52D2(BLENDED Creation)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GEOGRAPHY)\", \"59G14(GEODESY)\", \"59G14(GEOLOGY/ECOLOGY)\", \"63A13(ARCHAEOLOGICAL DIGGING)\", \"52C23(GEOLOGY/ECOLOGY)\", \"52D2(ROcks)\", \"52D2(ROCK FORMATION)\", \"52D2(BLENDED Creation)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J83012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J83012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(FEMALE ALOPECIA)", "24B32(LOCK)", "24B4W(FEMALE SHAWL)", "43D75(GLOUSSED)", "49B9400(WHOOPING COUGH)"], "valid_json": true, "hf1": 0.20532258064516132, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FEMALE ALOPECIA)\", \"24B32(LOCK)\", \"24B4W(FEMALE SHAWL)\", \"43D75(GLOUSSED)\", \"49B9400(WHOOPING COUGH)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.07037037037037036, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A1002\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213", "33A06214"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\", \"33A06214\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.05384615384615385, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["9B104(19THC)", 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"finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(READING THE PAPERS)", "11M5"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(READING THE PAPERS)\", \"11M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "92E51", "92F4(ORIGINAL BLACK AND WHITE PHOTO)", "92F63"], "valid_json": true, "hf1": 0.1262672811059908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"92E51\", \"92F4(ORIGINAL BLACK AND WHITE PHOTO)\", \"92F63\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.37666710560969185, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.24029259372142636, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MAGAZINE)\", \"31C93\", \"51C3\"}}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.14902471317124305, "best_hf1": 0.37666710560969185, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "11M1724", "11M5", "12D489", "15B20", "16G97", "19B220", "20A45", "20F93", "212M63", "24A12A(1905+)", "2E198", "2E199", "31D11", "31D6(Child)", "31J84", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33C17", "33C30", "33C63(Man-Reading Newspaper, Plate)", "36A162(ACTIVE)", "418A", "41B3", "41K28", "42C40", "43D14601", "45E84", "47C1511", "47I34", "497A23(Civil Servant)", "59114(Germany-1871)", "77A38(inactive)", "77A68(ACTIF)", "92002314", "92E51", "92F4(ORIGINAL BLACK AND WHITE PHOTO)", "92F63", "9B104", "9B113", "9B114(READING THE PAPERS)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 686, "gt_codes": ["25G3", "25H", "47I2112"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GOAT)", "59P40(COW)", "59P42(BEEF CALF)", "59P16(CATTLE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GOAT)\", \"59P40(COW)\", \"59P42(BEEF CALF)\", \"59P16(CATTLE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E82", "45E2"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E82\", \"45E2\"]}", "finish": "stop"}, {"codes": ["30A129", "30A147", "30L009", "30L022"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A129\", \"30A147\", \"30L009\", \"30L022\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H28", "32L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H28\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31A1024"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31A1024\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u753b\uff0c\u63cf\u7ed8\u4e86\u81ea\u7136\u73af\u5883\u4e2d\u7684\u725b\u7fa4\u3002\u573a\u666f\u5305\u62ec\u725b\u5728\u6811\u6728\u548c\u6805\u680f\u5904\u4f11\u606f\uff0c\u80cc\u666f\u4e2d\u6709\u5c71\u8109\u3002\u4e3b\u8981\u5143\u7d20\u662f\u52a8\u7269\uff08\u725b\uff09\u548c\u81ea\u7136\u666f\u89c2\uff08\u6811\u6728\u3001\u5c71\u8109\uff09\u3002\"}", "finish": "stop"}, {"codes": ["31A18", "31A93", "31A1515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A18\", \"31A93\", \"31A1515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.04222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32B24", "32B27"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32B24\", \"32B27\"]}", "finish": "stop"}, {"codes": ["20C33", "21L10", "15A13"], "valid_json": true, "hf1": 0.12666666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21L10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DRAWING)\", \"37K23250,100,159(####)**,115,200,399,450(GRAFFITO)**\", \"46H120AAA(BURNISHED SKETCH)**,100,147,895,540(PENCIL)**\", \"46H120AAA(BLENDED SKETCH)\"}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C48"], "valid_json": true, "hf1": 0.08444444444444446, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.02928613053613054, "best_hf1": 0.12666666666666668, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["11A1", "11A16", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12C48", "15A13", "16G97", "1B104", "1B113", "20C33", "20F93", "21D32", "21L10", "30A129", "30A147", "30L009", "30L022", "31A0231", "31A0272", "31A10", "31A100", "31A102", "31A1024", "31A12", "31A1515", "31A18", "31A235", "31A26", "31A93", "31D16", "31H24", "31J84", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32B24", "32B27", "32C1511", "32H28", "32L17", "34A31", "41A128", "41B1", "41B3", "45E2", "45E82", "45E84", "51F13", "59G14(GOAT)", "59P16(CATTLE)", "59P40(COW)", "59P42(BEEF CALF)", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 687, "gt_codes": ["49L17", "49M413", "49M3", "49L12(E)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "59G13(GROOVED FORM)", "59G13(STRIPPED FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS FORM)\", \"59G13(GROOVED FORM)\", \"59G13(STRIPPED FORM)\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "523A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"523A\"]}", "finish": "stop"}, {"codes": ["31J04", "48E04"], "valid_json": true, "hf1": 0.13220338983050847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J04\", \"48E04\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33A39", "33A40", "33D32", "33D34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33A39\", \"33A40\", \"33D32\", \"33D34\"]}", "finish": "stop"}, {"codes": ["21A18", "21B9", "48A21", "54A114", "54A117"], "valid_json": true, "hf1": 0.06638297872340426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"48A21\", \"54A114\", \"54A117\"]}", "finish": "stop"}, {"codes": ["31A023", "31A25", "24D24", "24E41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A25\", \"24D24\", \"24E41\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.05682656826568266, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C325(I,II)", "22C42####(O)", "48A9849(Letters)"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C325(I,II)\", \"22C42####(O)\", \"48A9849(Letters)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.07938144329896908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03042464875741028, "best_hf1": 0.13220338983050847, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10D14", "11A218", "11E12", "11E18", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12F52(DIGRESSIVE)", "13A3", "16G97", "18B16", "18B20", "1B104", "1B113", "21A18", "21B9", "21D32", "22A107", "22C325(I,II)", "22C42####(O)", "23F9", "24A12A", "24A26", "24D24", "24E41", "25A1", "26C7", "31A023", "31A25", "31D11", "31J04", "32A19", "33A06", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A37", "33A39", "33A40", "33B1", "33D32", "33D34", "35B2", "35C7", "48A125", "48A21", "48A244", "48A9849(Letters)", "48C1511", "48E04", "51613", "51C45", "523A", "54A114", "54A117", "59G13(GROOVED FORM)", "59G13(STRIPPED FORM)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 688, "gt_codes": ["11F4", "11F4111", "11F725", "31A2421", "33A14", "61B(+54)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"31B10\",\n\t\"31B11\",\n\t\"31B12\",\n\t\"31B13\",\n\t\"31B14\",\n\t\"31B15\",\n\t\"31B16\",\n\t\"31B17\",\n\t\"31B18\",\n\t\"31B19\",\n\t\"31B20\",\n\t\"31B21\",\n\t\"31B22\",\n\t\"31B23\",\n\t\"31B24\",\n\t\"31B25\",\n\t\"31B26\",\n\t\"31B27\",\n\t\"31B28\",\n\t\"31B29\",\n\t\"31B30\",\n\t\"31B31\",\n\t\"31B32\",\n\t\"31B33\",\n\t\"31B34\",\n\t\"31B35\",\n\t\"31B36\",\n\t\"31B37\",\n\t\"31B38\",\n\t\"31B39\",\n\t\"31B40\",\n\t\"31B41\",\n\t\"31B42\",\n\t\"31B43\",\n\t\"31B44\",\n\t\"31B45\",\n\t\"31B46\",\n\t\"31B47\",\n\t\"31B48\",\n\t\"31B49\",\n\t\"31B50\",\n\t\"31B51\",\n\t\"31B52\",\n\t\"31B53\",\n\t\"31B54\",\n\t\"31B55\",\n\t\"31B56\",\n\t\"31B57\",\n\t\"31B58\",\n\t\"31B59\",\n\t\"31B60\",\n\t\"31B61\",\n\t\"31B62\",\n\t\"31B63\",\n\t\"31B64\",\n\t\"31B65\",\n\t\"31B66\",\n\t\"31B67\",\n\t\"31B68\",\n\t\"31B69\",\n\t\"31B70\",\n\t\"31B71\",\n\t\"31B72\",\n\t\"31B73\",\n\t\"31B74\",\n\t\"31B75\",\n\t\"31B76\",\n\t\"31B77\",\n\t\"31B78\",\n\t\"31B79\",\n\t\"31B80\",\n\t\"31B81\",\n\t\"31B82\",\n\t\"31B83\",\n\t\"31B84\",\n\t\"31B85\",\n\t\"31B86\",\n\t\"31B87\",\n\t\"31B88\",\n\t\"31B89\",\n\t\"31B90\",\n\t\"31B91\",\n\t\"31B92\",\n\t\"31B93\",\n\t\"31B94"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68B51637", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.05116279069767442, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68B51637\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168"], "valid_json": true, "hf1": 0.13612244897959183, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E82", "45E2"], "valid_json": true, "hf1": 0.09582608695652176, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E82\", \"45E2\"]}", "finish": "stop"}, {"codes": ["34A12", "34B51", "53C34", "90C16"], "valid_json": true, "hf1": 0.0787878787878788, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12\", \"34B51\", \"53C34\", \"90C16\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.2599623352165725, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.217169373549884, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.09811320754716982, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A235", "54E34", "52I515", "11A16"], "valid_json": true, "hf1": 0.31350000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"54E34\", \"52I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.212057761732852, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["4B104", "4B113", "4B132", "4B114(CHRIST THE CHILD)", "21C25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4B104\", \"4B113\", \"4B132\", \"4B114(CHRIST THE CHILD)\", \"21C25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.17577464788732397, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "55A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.309954128440367, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "11B02", "32D2", "27F1", "81C4"], "valid_json": true, "hf1": 0.16764705882352943, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"11B02\",\n \"32D2\",\n \"27F1\",\n \"81C4\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.17272727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.1549253119591649, "best_hf1": 0.31350000000000006, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11B02", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "16G97", "20C33", "21B10", "21C25", "23F9", "27F1", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31D168", "31J84", "32A107", "32A19", "32B107", "32B114", "32B15", "32D2", "33D2", "34A12", "34A31", "34B51", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "41A128", "41B1", "41B3", "45E2", "45E82", "45E84", "47C1511", "48A244", "4B104", "4B113", "4B114(CHRIST THE CHILD)", "4B132", "51B101", "51C45", "52I515", "53C34", "54A110", "54E34", "55A13", "59B105", "59C21113", "59G14011", "59P40407", "630E", "631A", "68A", "68B51637", "68C42", "68C44", "81C4", "90C16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 689, "gt_codes": ["25F3(+4712)", "25F3(+53)", "25G11", "25H11", "25I152", "25I5", "31A2511(+933)", "31A2516(+933)", "31AA245", "31AA2627(+51)", "31D112(+89)", "31D15", "31E234631", "41A12", "41D211(+82)", "41D92", "42A3", "42B29", "45C13(SWORD)", "48C149"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROMAGE)", "59G11(EARLY MEURKING)", "63B13(ARCHA", "63B12(FROMAGE WITH SCALE EFFECT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROMAGE)\", \"59G11(EARLY MEURKING)\", \"63B13(ARCHA\", \"63B12(FROMAGE WITH SCALE EFFECT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.2245841784989858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83011", "31J83012", "31F12", "31H404"], "valid_json": true, "hf1": 0.20298507462686569, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83011\", \"31J83012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(PORE)", "24C1A(ETUITING)", "24G(FINALWASH)", "24G(SPEC", "25F03"], "valid_json": true, "hf1": 0.17733050847457626, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"24C1A(ETUITING)\", \"24G(FINALWASH)\", \"24G(SPEC\", \"25F03\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.1934328358208955, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.10093457943925234, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.10037453183520602, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.17746478873239438, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.3310168755428713, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D32", "51F13(16THC-17THCENSITY)", "51F13(15TH-16THCENTURY)", "51F14(14TH-15THCENTURY)", "51I12"], "valid_json": true, "hf1": 0.04233576642335766, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D32\", \"51F13(16THC-17THCENSITY)\", \"51F13(15TH-16THCENTURY)\", \"51F14(14TH-15THCENTURY)\", \"51I12\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.09530172413793103, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.2115589407744875, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.07167630057803469, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BUILDING OR PLACE)", "159A####(ARCHITECTURAL FORM)", "159A1001(GREADER)", "102C212(MAAA POOL)", "31G741(SYMBOLIC ORGAN OF SEDENTARY HUMANS)", "230D####(LOGATHMAL ORGAN)"], "valid_json": true, "hf1": 0.1421555763823805, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BUILDING OR PLACE)\", \"159A####(ARCHITECTURAL FORM)\", \"159A1001(GREADER)\", \"102C212(MAAA POOL)\", \"31G741(SYMBOLIC ORGAN OF SEDENTARY HUMANS)\", \"230D####(LOGATHMAL ORGAN)\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.14265734265734267, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.13836306399528633, "best_hf1": 0.3310168755428713, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["102C212(MAAA POOL)", "11A1", "11A218", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGRESSIVE)", "13A3", "159A####(ARCHITECTURAL FORM)", "159A1001(GREADER)", "15B20", "16G97", "1B104(19THCENTILITY)", "21D32", "22C32(BUILDING OR PLACE)", "230D####(LOGATHMAL ORGAN)", "23F9", "24A12A(LOCKS)", "24A20A(PORE)", "24C1A(ETUITING)", "24G(FINALWASH)", "24G(SPEC", "25F03", "25G98", "25G99", "31A0231", "31A0272", "31D11", "31D16", "31F12", "31G741(SYMBOLIC ORGAN OF SEDENTARY HUMANS)", "31H404", "31J83011", "31J83012", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B1", "33C17", "34A31", "41A128", "48A125", "48A244", "48C1511", "51C45", "51F13(15TH-16THCENTURY)", "51F13(16THC-17THCENSITY)", "51F14(14TH-15THCENTURY)", "51I12", "59G11(EARLY MEURKING)", "59G14(GRUNGE FORM)", "59G24(FROMAGE)", "63A05", "63B12(FROMAGE WITH SCALE EFFECT)", "63B13(ARCHA", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 690, "gt_codes": ["11H(JEROME)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(Germanic-\u00adNormanmanuscript),97A239(CodexChristianus)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adNormanmanuscript),97A239(CodexChristianus)\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03011(Scriptman)(Scribe)\"}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "21H36", "21H413"], "valid_json": true, "hf1": 0.45599999999999996, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"21H36\", \"21H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.37999999999999995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["25H062(A)", "25H066(P)", "25H083(A)", "25H086(P)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(A)\", \"25H066(P)\", \"25H083(A)\", \"25H086(P)\"]}", "finish": "stop"}, {"codes": ["21A181", "19E34", "22I515", "11A16"], "valid_json": true, "hf1": 0.2072727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A181\", \"19E34\", \"22I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["11A023", "11A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A023\", \"11A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "5161", "5162", "21D25"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"5161\", \"5162\", \"21D25\"]}", "finish": "stop"}, {"codes": ["16G97", "17A19", "31A43", "31B15", "31C2", "31C26"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"17A19\", \"31A43\", \"31B15\", \"31C2\", \"31C26\"]}", "finish": "stop"}, {"codes": ["18B20", "31D11", "33B1", "13A3301", "11A8", "32C40"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"18B20\", \"31D11\", \"33B1\", \"13A3301\", \"11A8\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.28, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BULEWINE)", "22C42####(BEAR)", "22C549(LITTLE)", "22C561(PARAMOUR)", "22C5AAA(BEVAMOUR)", "22F4(SLAYER)", "25F141(PINGULINE)", "25F1671(DOLHIN)"], "valid_json": true, "hf1": 0.038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BULEWINE)\", \"22C42####(BEAR)\", \"22C549(LITTLE)\", \"22C561(PARAMOUR)\", \"22C5AAA(BEVAMOUR)\", \"22F4(SLAYER)\", \"25F141(PINGULINE)\", \"25F1671(DOLHIN)\"]}", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.152, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.13812121212121212, "best_hf1": 0.45599999999999996, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10D14", "11A023", "11A051", "11A16", "11A238", "11A8", "11E12", "11E18", "11F2", "11H112", "11H118", "11H168", "11H24", "11H28", "11H743", "12F52(DIGRESSIVE)", "13A3301", "16G97", "17A19", "18B16", "18B20", "19E34", "1B104", "1B113", "21A181", "21D25", "21D32", "21H36", "21H413", "22A107", "22C32(BULEWINE)", "22C42####(BEAR)", "22C549(LITTLE)", "22C561(PARAMOUR)", "22C5AAA(BEVAMOUR)", "22F4(SLAYER)", "22I515", "23F9", "24A12A", "24A26", "25A1", "25F141(PINGULINE)", "25F1671(DOLHIN)", "25H062(A)", "25H066(P)", "25H083(A)", "25H086(P)", "31A1002", "31A12", "31A43", "31B15", "31C2", "31C26", "31D11", "32C40", "33A10", "33A17", "33B1", "35B2", "35C7", "48A125", "48A43", "48A441", "48C1511", "5161", "5162", "51C45", "52A9", "59G14(Germanic-\u00adNormanmanuscript),97A239(CodexChristianus)", "73A244"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 691, "gt_codes": ["41A2", "41A411", "41A412", "41B214", "48A9863"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10000\", \"10001\", \"10002\", \"10003\", \"10004\", \"10005\", \"10006\", \"10007\", \"10008\", \"10009\", \"10010\", \"10011\", \"10012\", \"10013\", \"10014\", \"10015\", \"10016\", \"10017\", \"10018\", \"10019\", \"10020\", \"10021\", \"10022\", \"10023\", \"10024\", \"10025\", \"10026\", \"10027\", \"10028\", \"10029\", \"10030\", \"10031\", \"10032\", \"10033\", \"10034\", \"10035\", \"10036\", \"10037\", \"10038\", \"10039\", \"10040\", \"10041\", \"10042\", \"10043\", \"10044\", \"10045\", \"10046\", \"10047\", \"10048\", \"10049\", \"10050\", \"10051\", \"10052\", \"10053\", \"10054\", \"10055\", \"10056\", \"10057\", \"10058\", \"10059\", \"10060\", \"10061\", \"10062\", \"10063\", \"10064\", \"10065\", \"10066\", \"10067\", \"10068\", \"10069\", \"10070\", \"10071\", \"10072\", \"10073\", \"10074\", \"10075\", \"10076\", \"10077\", \"10078\", \"10079\", \"10080\", \"10081\", \"10082\", \"10083\", \"10084\", \"10085\", \"10086\", \"10087\", \"10088\", \"10089\", \"10090\", \"10091\", \"10092\", \"10093\", \"10094\", \"10095\", \"10096\", \"10097\", \"10098\", \"10099\", \"10100\", \"10101\", \"10102\", \"10103\", \"10104\", \"10105\", \"10106\", \"10107\", \"10108"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(Germany-1571)\", \"497A23(Castle-or-Palace-Apartment)\", \"51C163(Castle-and-Chateau-Roofing)]\"}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["4.5A109", "30C23", "32A07"], "valid_json": true, "hf1": 0.09896907216494846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4.5A109\", \"30C23\", \"32A07\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A)WREATH", "24A12A, + (24A12AWREATH)", "48C4", "75L03"], "valid_json": true, "hf1": 0.13446153846153847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WREATH\", \"24A12A, + (24A12AWREATH)\", \"48C4\", \"75L03\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47K1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.13150684931506848, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47K1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46H062(A1)\", \"37J\", \"37L\", \"37P\"], \"explanation\": 10 codes seem too generic.\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "44A43", "46A111"], "valid_json": true, "hf1": 0.13022146507666102, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"44A43\", \"46A111\"]}", "finish": "stop"}, {"codes": ["4.A104(19THC)", "4.A204(20THC)", "10A168(EARL)", "10A190(RISE)", "10A191(OPEN)", "10A194(NUDKING)"], "valid_json": true, "hf1": 0.09949238578680204, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4.A104(19THC)\", \"4.A204(20THC)\", \"10A168(EARL)\", \"10A190(RISE)\", \"10A191(OPEN)\", \"10A194(NUDKING)\"]}", "finish": "stop"}, {"codes": ["16.9.1(DINING ROOM)", "55C26(DINING ROOM)", "41.16.1(DINING ROOM)", "41.11.1(DINING ROOM)", "41.16.6(DINING ROOM)"], "valid_json": true, "hf1": 0.2742377622377622, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.9.1(DINING ROOM)\", \"55C26(DINING ROOM)\", \"41.16.1(DINING ROOM)\", \"41.11.1(DINING ROOM)\", \"41.16.6(DINING ROOM)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.056804733727810655, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11.18(INDOOR)", "2.5(INT.HOUSEholdFURNISHING)", "6.H(oldmasterpieces)", "11.18CHATEAUINTERIOR", "2.5FURNISHINGMATERIAL", "13.3 C\u1ed1 GESTEINE"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11.18(INDOOR)\", \"2.5(INT.HOUSEholdFURNISHING)\", \"6.H(oldmasterpieces)\", \"11.18CHATEAUINTERIOR\", \"2.5FURNISHINGMATERIAL\", \"13.3 C\u1ed1 GESTEINE\"]}", "finish": "stop"}, {"codes": ["121D2(DINING ROOM)", "42C3250(FIREPLACES)", "49A####(MIRRORS)", "101C9(LAMPS)"], "valid_json": true, "hf1": 0.13150684931506848, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DINING ROOM)\", \"42C3250(FIREPLACES)\", \"49A####(MIRRORS)\", \"101C9(LAMPS)\"]}", "finish": "stop"}, {"codes": ["4.12A85", "4.12A51", "48C4", "48C5", "48D19"], "valid_json": true, "hf1": 0.2633457249070632, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"4.12A85\", \"4.12A51\", \"48C4\", \"48C5\", \"48D19\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08253414881204518, "best_hf1": 0.2742377622377622, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "101C9(LAMPS)", "10A168(EARL)", "10A190(RISE)", "10A191(OPEN)", "10A194(NUDKING)", "11.18(INDOOR)", "11.18CHATEAUINTERIOR", "11A8", "11E1515", "11E162", "11E167", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D2(DINING ROOM)", "13.3 C\u1ed1 GESTEINE", "15B20", "16.9.1(DINING ROOM)", "2.5(INT.HOUSEholdFURNISHING)", "2.5FURNISHINGMATERIAL", "22A107", "24A12A(LOCKS), (24A12A)WREATH", "24A12A, + (24A12AWREATH)", "2E198", "2E199", "30C23", "31A1002", "31A12", "31D11", "32A07", "32C4", "33B1", "35B2", "35C7", "4.12A51", "4.12A85", "4.5A109", "4.A104(19THC)", "4.A204(20THC)", "41.11.1(DINING ROOM)", "41.16.1(DINING ROOM)", "41.16.6(DINING ROOM)", "42C3250(FIREPLACES)", "43A3701", "44A43", "46A111", "47K1511", "48C4", "48C5", "48D19", "49A####(MIRRORS)", "52A9", "55C26(DINING ROOM)", "6.H(oldmasterpieces)", "72A023", "72A051", "75L03"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 692, "gt_codes": ["31A235", "31A24(+1)", "31A2421", "31D14", "31D15", "42G:61B2(...)13", "61B(+55)", "61B:31A2212(+1)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B12\", \"20B13\", \"20B14\", \"20B15\", \"20B16\", \"20B17\", \"20B18\", \"20B19\", \"20B20\", \"20B21\", \"20B22\", \"20B23\", \"20B24\", \"20B25\", \"20B26\", \"20B27\", \"20B28\", \"20B29\", \"20B30\", \"20B31\", \"20B32\", \"20B33\", \"20B34\", \"20B35\", \"20B36\", \"20B37\", \"20B38\", \"20B39\", \"20B40\", \"20B41\", \"20B42\", \"20B43\", \"20B44\", \"20B45\", \"20B46\", \"20B47\", \"20B48\", \"20B49\", \"20B50\", \"20B51\", \"20B52\", \"20B53\", \"20B54\", \"20B55\", \"20B56\", \"20B57\", \"20B58\", \"20B59\", \"20B60\", \"20B61\", \"20B62\", \"20B63\", \"20B64\", \"20B65\", \"20B66\", \"20B67\", \"20B68\", \"20B69\", \"20B70\", \"20B71\", \"20B72\", \"20B73\", \"20B74\", \"20B75\", \"20B76\", \"20B77\", \"20B78\", \"20B79\", \"20B80\", \"20B81\", \"20B82\", \"20B83\", \"20B84\", \"20B85\", \"20B86\", \"20B87\", \"20B88\", \"20B89\", \"20B90\", \"20B91\", \"20B92\", \"20B93\", \"20B94\", \"20B95\", \"20B96\", \"20B97\", \"20B98\", \"20B99\", \"20BA00\", \"20BA01\", \"20BA02\", \"20BA03\", \"20BA04\", \"20BA05\", \"20BA06\", \"20BA07\", \"20BA08\", \"20BA09\", \"20BA10\", \"20BA11\", \"20BA12\", \"20BA13\", \"20BA14\", \"20BA15\", \"20BA16\", \"20BA17\", \"20BA18\", \"20BA19"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MAT)", "25C22(BOP)", "15O13(IDENTITY)", "15O14(LABEL)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MAT)\", \"25C22(BOP)\", \"15O13(IDENTITY)\", \"15O14(LABEL)\"]}", "finish": "stop"}, {"codes": ["27A107", "35B10", "917OO"], "valid_json": true, "hf1": 0.08634361233480176, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B10\", \"917OO\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.28126385809312643, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\"]}", "finish": "stop"}, {"codes": ["1.1D18", "1.I.I7", "1.1.I8", "1.1.I9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1.1D18\", \"1.I.I7\", \"1.1.I8\", \"1.1.I9\"]}", "finish": "stop"}, {"codes": ["47C15"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C15\"]}", "finish": "stop"}, {"codes": ["C2A12", "C2A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"C2A12\", \"C2A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u7b7e\uff0c\u4e0d\u662f\u8bd7\u6b4c\u7b7e\u3002\"", "finish": "stop"}, {"codes": ["2E198", "2E199", "15E1515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"15E1515\", \"11A16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "17A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"17A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A1"], "valid_json": true, "hf1": 0.28822784810126584, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A1\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.033043478260869556, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250,22C3259\"})", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "71A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"71A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04569381368826786, "best_hf1": 0.28822784810126584, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["1.1.I8", "1.1.I9", "1.1D18", "1.I.I7", "11A1", "11A16", "11A218", "11E12", "11E18", "11F16", "11F2", "13A1", "15B14(BANK MAT)", "15B20", "15E1515", "15O13(IDENTITY)", "15O14(LABEL)", "16G97", "17A19", "1B104", "1B113", "21D32", "23F9", "24A12", "25C22(BOP)", "27A107", "2E198", "2E199", "31D11", "31J03", "33B1", "35B10", "418A", "41B3", "45E04", "47C15", "51C45", "51F13", "59G14(GROUP)", "71A244", "917OO", "C2A10", "C2A12"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 693, "gt_codes": ["71K29221"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G3(GRUNGE FORM)", "59G1(GRUNGE FORM)", "2B24(FORST MIT GROSSEM BAUM IN DER MITTE)", "2E49(FIGUR MIT WEGMENDES GARTENJEUNE AUSBERENDEM BSCHEL)", "2T119(HILFSWORDKLATZ)], 59G3(GRUNGE FORM)", "25C8"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G3(GRUNGE FORM)\", \"59G1(GRUNGE FORM)\", \"2B24(FORST MIT GROSSEM BAUM IN DER MITTE)\", \"2E49(FIGUR MIT WEGMENDES GARTENJEUNE AUSBERENDEM BSCHEL)\", \"2T119(HILFSWORDKLATZ)], 59G3(GRUNGE FORM)\", \"25C8\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45G2"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45G2\"]}", "finish": "stop"}, {"codes": ["74A12A(LOCKS)", "74J26", "74K29(DREAMING)", "74L23(DREAM)", "8W5(DREAM OF BOATING)"], "valid_json": true, "hf1": 0.1688888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A(LOCKS)\", \"74J26\", \"74K29(DREAMING)\", \"74L23(DREAM)\", \"8W5(DREAM OF BOATING)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["71A023", "71A051", "71A433", "71A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.30400000000000005, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"71A023\", \"71A051\", \"71A433\", \"71A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "9012(10TH-17THC)", "9L16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"9012(10TH-17THC)\", \"9L16\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "49A185"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FORCED)\", \"121D241(UNHOLY)\", \"49A185\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03905555555555556, "best_hf1": 0.30400000000000005, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H18", "11H24", "11H28", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "15B20", "16D04", "16G97", "18A10", "1B104(19THCENTILITY)", "2113(16THC-17THCENSITY)", "21D322", "23F9", "25C8", "2B24(FORST MIT GROSSEM BAUM IN DER MITTE)", "2E198", "2E199", "2E49(FIGUR MIT WEGMENDES GARTENJEUNE AUSBERENDEM BSCHEL)", "2T119(HILFSWORDKLATZ)], 59G3(GRUNGE FORM)", "31A1002", "31A12", "31D11", "31D16", "31J03", "32A107", "32A195", "32B107", "32B114", "32B15", "33A17", "33B1", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "44E51", "45E04", "45E22", "45G2", "47I34", "48A125", "48C1511", "49A185", "51C45", "59G1(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G3(GRUNGE FORM)", "71A023", "71A051", "71A433", "71A438", "73A", "73A244", "74A12A(LOCKS)", "74J26", "74K29(DREAMING)", "74L23(DREAM)", "8W5(DREAM OF BOATING)", "9012(10TH-17THC)", "99K4(ORIGINAL CREATION)", "9L16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 694, "gt_codes": ["23U22(+0)", "31F25", "33C23", "45C15(ARROW)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "59G11(BIODRESS)", "59G63(CANTILEVER)", "59G1(FORM)", "21B17(MEMBRANE WITH CUTOUTS)"], "valid_json": true, "hf1": 0.04, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS)\", \"59G11(BIODRESS)\", \"59G63(CANTILEVER)\", \"59G1(FORM)\", \"21B17(MEMBRANE WITH CUTOUTS)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.18281250000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246"], "valid_json": true, "hf1": 0.3062015503875969, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\"]}", "finish": "stop"}, {"codes": ["24A12A(woodblock),24A12i(other woodcut),24A12A(woodblock engraving),24A12W(print from block engraving),24A12H(dragwoodcut),24A12B(engraphy),24A12C(darkwoodcut),44A170(xylograph)/pressand"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(woodblock),24A12i(other woodcut),24A12A(woodblock engraving),24A12W(print from block engraving),24A12H(dragwoodcut),24A12B(engraphy),24A12C(darkwoodcut),44A170(xylograph)/pressand\"], \"note\": \"The style, level of detail, and background suggest a woodblock print / woodcut. Note: the triptych format is not clearly visible, but still possible; and it could also be a lithograph, though less likely given the detail and line work.\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.1688768115942029, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.2723404255319149, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33B39", "33D38", "33D39", "33D40"], "valid_json": true, "hf1": 0.21818181818181823, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33B39\", \"33D38\", \"33D39\", \"33D40\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615"], "valid_json": true, "hf1": 0.06666666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(CHRIST THE FAIR)", "11M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(CHRIST THE FAIR)\", \"11M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A16"], "valid_json": true, "hf1": 0.10000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A16\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.195, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MIDI)", "41C149(LANGUAGE: SCAR)", "41E10(FINE STAMP)", "55B25(DDRAWING LARGE)", "55B38(DDRAWING)"], "valid_json": true, "hf1": 0.14181818181818182, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MIDI)\", \"41C149(LANGUAGE: SCAR)\", \"41E10(FINE STAMP)\", \"55B25(DDRAWING LARGE)\", \"55B38(DDRAWING)\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11761862213627385, "best_hf1": 0.3062015503875969, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "11M5", "121D2(DIGRESSIVE)", "15B20", "16G97", "21B17(MEMBRANE WITH CUTOUTS)", "22C32(BACKDROP OR SETTING)", "24A12A(woodblock),24A12i(other woodcut),24A12A(woodblock engraving),24A12W(print from block engraving),24A12H(dragwoodcut),24A12B(engraphy),24A12C(darkwoodcut),44A170(xylograph)/pressand", "25G98", "25G99", "31D11", "31D16", "31J03", "32A107", "32A16", "32B107", "32B114", "32B15", "33A06", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A37", "33B1", "33B39", "33C17", "33D38", "33D39", "33D40", "39A####(MIDI)", "41C149(LANGUAGE: SCAR)", "41E10(FINE STAMP)", "45E04", "45E22", "45E246", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48C1511", "55B25(DDRAWING LARGE)", "55B38(DDRAWING)", "59G1(FORM)", "59G11(BIODRESS)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS)", "59G63(CANTILEVER)", "73A", "9B104", "9B113", "9B114(CHRIST THE FAIR)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 695, "gt_codes": ["86(ET STEMMA ET GLORIAM RENOVABIT)", "86(WIE ER WIRD DESSEN STAMM ERWEITERN UND VERJ\u00dcNGEN/ ALSO AUCH NEUEN FLOR DEM GROSSEN ERTZ-HAUSS BRINGEN)", "25G3", "48C26", "42G1"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GENEALOGICAL OR DESCENDANCY TREE)", "59C22(OEOPUS OF GENETICS)", "59A37(DIVERSE GENETICS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GENEALOGICAL OR DESCENDANCY TREE)\", \"59C22(OEOPUS OF GENETICS)\", \"59A37(DIVERSE GENETICS)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["24A12A(11051)", "24A12A(9001)", "24A12A(6009)", "4D8104", "75L03"], "valid_json": true, "hf1": 0.1302857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(11051)\", \"24A12A(9001)\", \"24A12A(6009)\", \"4D8104\", \"75L03\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H119", "11H168", "11H169", "31A132", "31A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H119\", \"11H168\", \"11H169\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["31A235", "31A77", "31A96", "31A89"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31A77\", \"31A96\", \"31A89\"]}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "05A32"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"05A32\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.04470588235294118, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104(19101)", "1B104(191161)", "1B104(191251)", "1B104(191252)", "1B104(191257)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19101)\", \"1B104(191161)\", \"1B104(191251)\", \"1B104(191252)\", \"1B104(191257)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.08142857142857145, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.14936454849498326, "code_recall": 0.0, "code_precision": 0.0, 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"stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGGERS)\", \"12F52(BALL)\", \"12F52(RAC####)**, \"12F52(SHOVEL)**, \"12F52(CLOTA\")]", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.32397053665380565, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.16057975458587948, "best_hf1": 0.32397053665380565, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "15B20", "16G97", "1B104", "1B113", "20F9", "21D25", "21D32", "2A515", "305B", "30A12", "30B51", "30C1511", "30C34", "30C36", "30C37", "30W51", "31A023", 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"code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 698, "gt_codes": ["31A231", "31A2421", "61B(+53)", "61B:31A2212(+1)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.11196622436670688, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21641\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.18429015544041447, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J01", "45E04"], "valid_json": true, "hf1": 0.1688888888888889, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J01\", \"45E04\"]}", "finish": "stop"}, {"codes": ["34A12A", "34A12B", "34C00", "34C03", "34C06", "35A00"], "valid_json": true, "hf1": 0.11115479115479115, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"34A12A\", \"34A12B\", \"34C00\", \"34C03\", \"34C06\", \"35A00\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\"]}", "finish": "stop"}, {"codes": ["36A162(AUTO PORTRAIT)"], "valid_json": true, "hf1": 0.11223021582733812, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(AUTO PORTRAIT)\"]}", "finish": "stop"}, {"codes": ["31A235", "11E34", "12I515", "11A16"], "valid_json": true, "hf1": 0.2682226211849192, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"11E34\", \"12I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.26292134831460673, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16AC9", "16BC5", "55C2", "34D1041"], "valid_json": true, "hf1": 0.060937500000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16AC9\", \"16BC5\", \"55C2\", \"34D1041\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "31B117", "31B124"], "valid_json": true, "hf1": 0.20526315789473684, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"31B117\", \"31B124\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.09842271293375394, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09880642626317987, "best_hf1": 0.2682226211849192, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11A218", "11E12", "11E18", "11E34", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "12F52(DRAWING)", "12I515", "15B20", "16AC9", "16BC5", "1B104", "1B113", "20F93", "21D32", "31A023", "31A051", "31A235", "31B112", "31B117", "31B124", "31D16", "31J01", "32A10", "32A107", "32A12", "32B107", "32B114", "32B15", "34A12A", "34A12B", "34C00", "34C03", "34C06", "34D1041", "35A00", "36A162(AUTO PORTRAIT)", "37B232", "37B248", "45E04", "48A125", "48A43", "48A441", "48C1511", "51F13", "55C2", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 699, "gt_codes": ["45C22", "25H23", "25H2311", "31A4527(+23)", "43C1(+41621)", "92H4"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(Germanic-\u00adchristian tradition)", "49I22(Mythological-\u00adChristian)", "49I23(Sacrament)"], "valid_json": true, "hf1": 0.08739495798319327, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adchristian tradition)\", \"49I22(Mythological-\u00adChristian)\", \"49I23(Sacrament)\"], \"best_match\": \"59G14(Germanic-\u00adchristian tradition)\", \"note\": \"The artwork depicts a figure, likely a biblical or mythological character, interacting with supernatural elements like the sun, which aligns with sacred or Creation themes.\", \"confidence\": \"high\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0991304347826087, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "73F12"], "valid_json": true, "hf1": 0.10133333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"73F12\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74A12C", "3A2", "28A23"], "valid_json": true, "hf1": 0.08633587786259542, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74A12C\", \"3A2\", \"28A23\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.1708029197080292, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DWARF)", "39E25(DWARF)", "39H11(DWARF)", "41C11"], "valid_json": true, "hf1": 0.12842257597684517, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B63(DWARF)\", \"39E25(DWARF)\", \"39H11(DWARF)\", \"41C11\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.06582278481012659, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "601A11", "163A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"601A11\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["9B104(1910)", "9B284(vers 251)", "9B288(vers 261)", "9B316(vers 262)", "9B318(vers 264)", "9B322(vers 265)", "9B335(vers 271)", "9B335(vers 272)", "9B335(vers 273)", "9B335(vers 274)", "9B336(vers 276)", "9B338(vers 277)", "9B338(vers 278)", "9B340(vers 279)", "9B345(vers 280)", "9B347(vers 282)", "9B347(vers 283)", "9B347(vers 284)", "9B347(vers 285)", "9B502(vers 291)", "9B502(vers 292)", "9B502(vers 293)", "9B502(vers 294)", "9B504(vers 295)", "9B504(vers 296)", "9B504(vers 297)", "9B504(vers 298)", "9B504(vers 299)", "9B506(vers 300)", "9B515(vers 306)", "9B522(vers 307)"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(1910)\", \"9B284(vers 251)\", \"9B288(vers 261)\", \"9B316(vers 262)\", \"9B318(vers 264)\", \"9B322(vers 265)\", \"9B335(vers 271)\", \"9B335(vers 272)\", \"9B335(vers 273)\", \"9B335(vers 274)\", \"9B336(vers 276)\", \"9B338(vers 277)\", \"9B338(vers 278)\", \"9B340(vers 279)\", \"9B345(vers 280)\", \"9B347(vers 282)\", \"9B347(vers 283)\", \"9B347(vers 284)\", \"9B347(vers 285)\", \"9B502(vers 291)\", \"9B502(vers 292)\", \"9B502(vers 293)\", \"9B502(vers 294)\", \"9B504(vers 295)\", \"9B504(vers 296)\", \"9B504(vers 297)\", \"9B504(vers 298)\", \"9B504(vers 299)\", \"9B506(vers 300)\", \"9B515(vers 306)\", \"9B522(vers 307)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION OF THE WORLDRANDOM)"], "valid_json": true, "hf1": 0.14263888888888887, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION OF THE WORLDRANDOM)\" ]}", "finish": "stop"}, {"codes": ["75B20", "31D112", "35B5", "31C30", "48A28", "32C40"], "valid_json": true, "hf1": 0.16300157977883098, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"75B20\", \"31D112\", \"35B5\", \"31C30\", \"48A28\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0608187134502924, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["124D2(DIGRESSIVE)", "72C32(SUN, NOON)", "739A####(BEAST)", "739A####(MONSTER)", "739A####(SERPENT)", "72C25(CLAMOUR)", "72C4(SPEECH)", "757G(STATE)", "760D####(DISTINCTION)", "77H####(DEFORMATION)", "77H####(FIGURE)", "77H####(ORIGINAL)", "77H####(MAGIFIED)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D2(DIGRESSIVE)\", \"72C32(SUN, NOON)\", \"739A####(BEAST)\", \"739A####(MONSTER)\", \"739A####(SERPENT)\", \"72C25(CLAMOUR)\", \"72C4(SPEECH)\", \"757G(STATE)\", \"760D####(DISTINCTION)\", \"77H####(DEFORMATION)\", \"77H####(FIGURE)\", \"77H####(ORIGINAL)\", \"77H####(MAGIFIED)\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, 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"757G(STATE)", "75B20", "760D####(DISTINCTION)", "77H####(DEFORMATION)", "77H####(FIGURE)", "77H####(MAGIFIED)", "77H####(ORIGINAL)", "81A08", "99K4(ORIGINAL CREATION OF THE WORLDRANDOM)", "9B104(1910)", "9B284(vers 251)", "9B288(vers 261)", "9B316(vers 262)", "9B318(vers 264)", "9B322(vers 265)", "9B335(vers 271)", "9B335(vers 272)", "9B335(vers 273)", "9B335(vers 274)", "9B336(vers 276)", "9B338(vers 277)", "9B338(vers 278)", "9B340(vers 279)", "9B345(vers 280)", "9B347(vers 282)", "9B347(vers 283)", "9B347(vers 284)", "9B347(vers 285)", "9B502(vers 291)", "9B502(vers 292)", "9B502(vers 293)", "9B502(vers 294)", "9B504(vers 295)", "9B504(vers 296)", "9B504(vers 297)", "9B504(vers 298)", "9B504(vers 299)", "9B506(vers 300)", "9B515(vers 306)", "9B522(vers 307)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 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"valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": ["25H062(A)", "25H066"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H062(A)\", \"25H066\"]}$", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": ["11A023", "11A051", "48A43", "48A44"], "valid_json": true, "hf1": 0.13220338983050847, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A023\", \"11A051\", \"48A43\", \"48A44\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51613"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G17", "17A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G17\", \"17A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C325(I,II)\", \"22C42####(O)}}\"}\n", "finish": "stop"}, {"codes": ["11A238", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.07938144329896908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.013224052070592348, "best_hf1": 0.13220338983050847, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11A023", "11A051", "11A238", "11E04", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H743", "11J03", "13A3", "15B20", "16G17", "17A19", "19B22", "1B104", "1B113", "21D32", "22A107", "22B107", "22B114", "22B128", "22B15", "22G2", "23F9", "24A12A", "24A12B", "24A12C", "24B3", "24B4", "24B5", "25C1511", "25G18", "25G93", "25H062(A)", "25H066", "31D11", "33A10", "33A12", "33B1", "48A244", "48A43", "48A44", "51613", "51C45", "59104(GRUNGE DEVISE)", "59113(GRUNGE INITIAL)", "59114(GRUNGE FORM)", "59306(GRUNGE WITH INITIAL)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 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\"01A214\"]}", "finish": "stop"}, {"codes": ["27A107", "35B1", "35C7", "52A9"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B1\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.2192090395480226, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H802"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", 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0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"41A2\", \"15A21\"], \"metadata\": {\"image\": {\"alt\": \"Title page of a historical medical catalog listing 186 entries by Johann Baptist Mederer (1704-1777), containing advertisements in German, including\u623f\u7684\u3001'esth. list, etc. Bath in two parts, which is a new edition of a much enlarged, witty and comprehensive supplement, hardly adapted for taping but rather for printing, demonstrating a comprehensive approach covering anatomical fragments, hydrotherapy treatments, as well as biographical and historical notes. Includes an advertisement in Latin and a copy of the original title page.\"}}}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "17A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"17A19\"]}", "finish": "stop"}, {"codes": ["15B20", "33D11"], "valid_json": true, "hf1": 0.11836734693877551, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"33D11\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITAL FILE)", "22C3250, NO CONTENTS, PAPER SHEET####"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL FILE)\", \"22C3250, NO CONTENTS, PAPER SHEET####\"]}", "finish": "stop"}, {"codes": ["19A218", "20F9", "51C45", "41A24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"19A218\", \"20F9\", \"51C45\", \"41A24\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.049188631148119784, "best_hf1": 0.2192090395480226, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["01A214", "11A1", "11E12", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H118", "11H743", "11H802", "12F52(DIGITAL FILE)", "15A21", "15B20", "16G97", "17A19", "19A218", "1B104", "1B113", "20F9", "21A18", "21B9", "21D32", "22C3250, NO CONTENTS, PAPER SHEET####", "24A12", "27A107", "31J03", "33A10", "33A12", "33D11", "35B1", "35C7", "36A0621", "36D0", "36D06", "36D07", "36D25", "36D42", "36D43", "36D46", "36D47", "418A", "41A2", "41A24", "41B3", "45E04", "47C1511", "51C45", "51F13", "52A9", "591L40"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 702, "gt_codes": ["24A6", "25F23(LION)(+15)", "25I12", "25I13", "25I18", "31A233", "31A2511(+931)", "31A25411", "31B6211", "31B62171", "41A641", "41A7221", "43C421", "43C421(+24)", "43C424", "45C15(CROSSBOW)", "51AA51(+4)", "57A612(+4)", "86(NON QUAM CREBRO SED QUAM BENE)"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)"], "valid_json": true, "hf1": 0.036190476190476197, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["31A235", "31B20", "31D16", "31E16"], "valid_json": true, "hf1": 0.2804734145910617, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31B20\", \"31D16\", \"31E16\"], \"text\": \"1546\"}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "19F04"], "valid_json": true, "hf1": 0.22195807218500108, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"19F04\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FEMALE ALOPECIA)\", \"24B32(LOCK)\", \"24B4W(FEMALE SHAWL)\", \"43D75(GROWS)\", \"49M909(OLD)\", \"51K149(CAT.]\", \"51L4A(STRIP)]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33C25\", \"33E14\", \"33E23(SUNKEN RELIEF)\", \"33B17(BOWLS/TUBS)\", \"33B20\", \"33B30\"]", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.08011510791366906, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33B29", "33D38", "33D39", "33D40"], "valid_json": true, "hf1": 0.07916666666666668, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33B29\", \"33D38\", \"33D39\", \"33D40\"]}", "finish": "stop"}, {"codes": ["25G18", "25G93", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.11040863531225906, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G18\", \"25G93\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.27562838151182567, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["1B104( Scaffold)", "1B105(FIRST KNEELING)", "1B106(FIRST KNEELING)", "1B107(TWO PEOPLE KNEELING BEHIND)", "1B108(FIVE PEOPLE KNEELING BEHIND)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104( Scaffold)\", \"1B105(FIRST KNEELING)\", \"1B106(FIRST KNEELING)\", \"1B107(TWO PEOPLE KNEELING BEHIND)\", \"1B108(FIVE PEOPLE KNEELING BEHIND)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "33B2"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"33B2\"]}", "finish": "stop"}, {"codes": ["20C33", "31A10", "55A13"], "valid_json": true, "hf1": 0.24774193548387097, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A10\", \"55A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.056999999999999995, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B1590", "11A02"], "valid_json": true, "hf1": 0.06551724137931035, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B1590\", \"11A02\"]}", "finish": "stop"}, {"codes": ["11A218", "23F93", "12D489", "23A45"], "valid_json": true, "hf1": 0.06851211072664361, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12D489\", \"23A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09991950262254902, "best_hf1": 0.2804734145910617, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A02", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D489", "12F52(DIGRESSIVE)", "16G97", "19F04", "1B104( Scaffold)", "1B105(FIRST KNEELING)", "1B106(FIRST KNEELING)", "1B107(TWO PEOPLE KNEELING BEHIND)", "1B108(FIVE PEOPLE KNEELING BEHIND)", "20C33", "22B1590", "22C3250", "23A45", "23F93", "25G18", "25G93", "31A0231", "31A0272", "31A10", "31A235", "31B20", "31D16", "31E16", "31J03", "32A19", "32A23", "32B15", "32C2", "33A06", "33A10", "33A100", "33A102", "33A12", "33A26", "33A37", "33B2", "33B29", "33C17", "33D38", "33D39", "33D40", "34A31", "41A128", "45E04", "45E22", "45E24", "48A98211", "48A98751", "55A13", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "630E", "631A"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 703, "gt_codes": ["11L54134(+0)", "11Q21", "11Q511", "11QQ7121(CHAPEL)", "26A", "31A25231(+917)", "31AA2541(+916)", "31B6211", "31D14", "41A3281", "41C342", "41D221(HAT)", "86(DIE KLAGE DES GERECHTEN VERMAG SEHR VIEL)", "86(INSTES MODO JOVA JUVABIT)"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.08627450980392157, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(KEYSTONE)\", \"59F211(EARLY CEYLON)], \"59A31(DIAMOND), \"59A16(DIAMOND)\", \"23A41\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.19228535353535353, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.17254901960784313, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A12A(LOCKS AROUND)", "24A12A(LOCKS IN)", "24A12A(TRIBUNAL)", "43D75(GODS AND HEROES HANDING CUPS)", "45A1KING HORATIO NETTLE", "48A6197(BROCHURES)"], "valid_json": true, "hf1": 0.08544927536231885, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A12A(LOCKS AROUND)\", \"24A12A(LOCKS IN)\", \"24A12A(TRIBUNAL)\", \"43D75(GODS AND HEROES HANDING CUPS)\", \"45A1KING HORATIO NETTLE\", \"48A6197(BROCHURES)\"], \"reasoning\": \"This signage features intricate, stylized graphics of a pair of cast-gate locks and related key components, arranged within a circular frame. This matches Iconclass codes 24 series specifically depicting locks and variants thereof.\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.17430167597765361, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.19772727272727272, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.08596026490066225, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.08715083798882681, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.18081180811808117, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A43", "48A181"], "valid_json": true, "hf1": 0.05884910485933505, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A43\", \"48A181\"]}", "finish": "stop"}, {"codes": ["9B104(19THCENTILITY)", "9B104(20THC1ENTILITY)", "9B104(18THC1ENTILITY)", "9B104(17THC1ENTILITY)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THCENTILITY)\", \"9B104(20THC1ENTILITY)\", \"9B104(18THC1ENTILITY)\", \"9B104(17THC1ENTILITY)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.14151351351351352, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.2345381818181818, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A98211", "48A98751"], "valid_json": true, "hf1": 0.20775930990953081, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A98211\", \"48A98751\"]}", "finish": "stop"}, {"codes": ["124D2(DIGRESSIVE)", "22C32(BACKDROP OR SETTING)", "39A####(MAGICAL HORN)", "149A18(Classical Building)", "149A12(Castle)", "52D53"], "valid_json": true, "hf1": 0.14177777777777778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D2(DIGRESSIVE)\", \"22C32(BACKDROP OR SETTING)\", \"39A####(MAGICAL HORN)\", \"149A18(Classical Building)\", \"149A12(Castle)\", \"52D53\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211", "48C216"], "valid_json": true, "hf1": 0.07058823529411766, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\", \"48C216\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12695385196190428, "best_hf1": 0.2345381818181818, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "124D2(DIGRESSIVE)", "149A12(Castle)", "149A18(Classical Building)", "15B20", "16G97", "22C32(BACKDROP OR SETTING)", "24A12A(LOCKS AROUND)", "24A12A(LOCKS IN)", "24A12A(LOCKS)", "24A12A(TRIBUNAL)", "2E198", "2E199", "31D11", "31D16", "31J8401", "31J8402", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A06211", "33A06212", "33A06213", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "39A####(MAGICAL HORN)", "43D75(GODS AND HEROES HANDING CUPS)", "45A1KING HORATIO NETTLE", "48A181", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A43", "48A6197(BROCHURES)", "48A98211", "48A98751", "48C1511", "48C216", "52D53", "72A023", "72A051", "73A", "9B104(17THC1ENTILITY)", "9B104(18THC1ENTILITY)", "9B104(19THCENTILITY)", "9B104(20THC1ENTILITY)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 704, "gt_codes": ["31D15:61BB", "61B(+53)"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "59D21631", "59D21641"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"59D21631\", \"59D21641\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.11875000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.10857142857142857, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30L009", "30L012"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30L009\", \"30L012\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.24181818181818188, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.19, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.22800000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.2923076923076923, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12A52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12A52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12D48"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12760533737096239, "best_hf1": 0.2923076923076923, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12A52(DRAWING)", "12D48", "13A3", "15B20", "16G97", "1B104", "1B113", "20F93", "21A15", "21D32", "305B", "30A12A", "30A12B", "30C1511", "30L009", "30L012", "31A0231", "31A0272", "31A1002", "31A12", "31A181", "31A184", "31A235", "31D11", "31H24", "31H28", "31J03", "31L17", "32A107", "32A19", "32B107", "32B114", "32B15", "33B1", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "37B232", "37B248", "41A128", "45E04", "45E22", "45E24", "45F04", "48A125", "51F13", "53A", "59A14011", "59A14411", "59C21111", "59D21631", "59D21641", "63A05", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 705, "gt_codes": ["25F(+342)", "25F44", "25G11", "25G3(+21)", "25H11", "25H15", "25I3", "26A", "31AA222(+89)", "31AA2352", "31A2512(+933)", "31A2515(+933)", "31AA2627(+53)", "31D15", "41A7211", "41D221(+82)", "41D232(+82)", "41D2339", "41D92", "46C11"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "59G13(GROOVEDLINE)", "59G13(STRIPPEDLINE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS FORM)\", \"59G13(GROOVEDLINE)\", \"59G13(STRIPPEDLINE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.18881959910913143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8412"], "valid_json": true, "hf1": 0.18104448742746615, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8412\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"29B33A(HEAD)\", \"29B33(FACE)\", \"29D41(EYES)\", \"29F63(NOSE)\", \"29F64(MOUTH)\", \"29G911(EARS)\", \"34C11(UAE)]\"*, \"34D24(AHANGU)]\"*, \"48A98A1(BRULED HEAD)\", \"48C52A1(GROUPING OF PEOPLE)\", \"48C515(TVINTAGE OF PEOPLE)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.10719257540603248, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "26C7"], "valid_json": true, "hf1": 0.36458233890214803, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D32", "33D17"], "valid_json": true, "hf1": 0.09076923076923078, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D32\", \"33D17\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.07188940092165898, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A433", "44A11"], "valid_json": true, "hf1": 0.07421383647798743, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A433\", \"44A11\"]}", "finish": "stop"}, {"codes": ["9B104(bird)", "9B105(FIRST KNEE)", "9B110(PLANT)", "9B211(BIRD FEEDING)", "9B213(DUCK)", "9B214(FEATHERS)", "9B216(HEAD)", "9B218(WING)", "9B221(SELECT)", "27A9"], "valid_json": true, "hf1": 0.031752577319587624, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(bird)\", \"9B105(FIRST KNEE)\", \"9B110(PLANT)\", \"9B211(BIRD FEEDING)\", \"9B213(DUCK)\", \"9B214(FEATHERS)\", \"9B216(HEAD)\", \"9B218(WING)\", \"9B221(SELECT)\", \"27A9\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.07301587301587302, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "31A103"], "valid_json": true, "hf1": 0.2953002401921537, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"31A103\"], \"most_relevant_code\": \"31A103\"}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.04233576642335766, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "11B02", "32D2", "27F1", "81C4"], "valid_json": true, "hf1": 0.09409200968523003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"11B02\",\n \"32D2\",\n \"27F1\",\n \"81C4\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.08992248062015505, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.10655815101687577, "best_hf1": 0.36458233890214803, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11B02", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "16G97", "20C33", "26C7", "27A9", "27F1", "2E198", "2E199", "31A10", "31A100", "31A102", "31A103", "31A12", "31A26", "31D16", "31J8401", "31J8402", "31J8412", "32A107", "32A19", "32B107", "32B114", "32B15", "32D2", "33A17", "33A8", "33D1", "33D17", "33D2", "33D32", "36A1621", "36A26", "44A11", "48A125", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A433", "48C1511", "51B101", "54A110", "59B105", "59G13(GROOVEDLINE)", "59G13(STRIPPEDLINE)", "59G14(GRUNGE FORM)", "59G24(FIREDRESS FORM)", "72A023", "72A051", "81C4", "9B104(bird)", "9B105(FIRST KNEE)", "9B110(PLANT)", "9B211(BIRD FEEDING)", "9B213(DUCK)", "9B214(FEATHERS)", "9B216(HEAD)", "9B218(WING)", "9B221(SELECT)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 706, "gt_codes": ["25F24(DEER)(+621)", "25H114", "43C111241"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(HORSFRESS)", "59G11(BIODATA/ECOLOGY)", "63A13(ARCHA", "63C42", "63C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(HORSFRESS)\", \"59G11(BIODATA/ECOLOGY)\", \"63A13(ARCHA\", \"63C42\", \"63C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, 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"{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(Agriculture)", "77A68(Agriculture)", "77A38(Agriculture)", "36A134(Landscape drawing/etching)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Agriculture)\", \"77A68(Agriculture)\", \"77A38(Agriculture)\", \"36A134(Landscape 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\"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07436505681818183, "best_hf1": 0.30400000000000005, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11A1", "11A238", "11E12", "11E1515", "11E16", "11E162", "11E177", "11E18", "11E2", "11H(FRANCIS)", "12D48", "12F52(DIGRESSIVE)", "15B20", "16D04", "16G97", "16G99", "18A10", "19B220", "1B104(19TH CENTURYILITY)", "21B46", "22B159", "22C3250", "23F93", "25C1511", "25G118", "25G12", "25G135", "25G4(CLOCOTA)", "25G4(COLOCYNTHIS POMIFORMIS)", "25G4(COLOCYNTHIS PYRIFORMIS)", "25G4(GATHERING HAY)", "25G4(GREEN SKINNED FEGYHAM)", "25G4(HAY SKIDS)", "25G4(KALE)", "25G4(PASSOVER FASHIONED BITTER GOURDE)", "25G4(PEARE FASHIONED BITTER GOURDE)", "25G4(RISEY)", "25G4(ROUND FASHIONED BITTER GOURDE)", "25G4(THE HARVEST)", "25G4(TRAY LINK)", "25G4(TRUSTY)", "25G4(Tile CASE)", "25G4(WOODEN BANK)", "25G51", "25G53", "25G74", "25G80", "25G93", "25G94", "25G98", "25G99", "26C7", "31A023", "31A051", "31A235", "31D11", "31J83", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33C30", "34E51", "39F4", "39H6", "41B1", "41B3", "45E84", "48A28", "48A433", "48A434", "48C40", "59G14(GROSS BEARDED SEA)", "59G17(FRESSART'S SEA)", "59G17(MUTCHENS'S SEA)", "59G17(TUOMPELAMAKI'S SEA)", "92I16"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 713, "gt_codes": ["25G3(PEAR-TREE)", "25H113", "25I12", "26A", "31E34", "31E238", "31000", "31A236(+0)", "31A2512(+933)", "31A2515", "31A2531", "31A262", "31A2711", "31A2731", "31A4631", "31A534", "31AA2534", "31D14", "31D16(+72)", "31E2355(+0)"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.35899721448467964, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.3499296765119551, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["24A12A(1500+)", "24A12A(1600+)"], "valid_json": true, "hf1": 0.06457023060796646, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(1500+)\", \"24A12A(1600+)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.07549019607843137, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.1752808988764045, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "36A26", "33A8", "33D32", "33D17"], "valid_json": true, "hf1": 0.17491764705882354, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"36A26\", \"33A8\", \"33D32\", \"33D17\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05A31"], "valid_json": true, "hf1": 0.41613956105796285, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05A31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(1910s)\", \"9B104(1950s)\", \"9B104(1960s)\", \"9B104(1970s)\", \"9B104(1980s)\", \"9B104(1990s)\", \"9B104(2000s)\", \"9B104(2010s)\", \"9B104(2020s)\", \"9B104(2030s)\", \"9B104(2040s)\", \"9B104(2050s)\", \"9B104(2060s)\", \"9B104(2070s)\", \"9B104(2080s)\", \"9B104(2090s)\", \"9B104(2100s)\", \"9B104(2110s)\", \"9B104(2120s)\", \"9B104(2130s)\", \"9B104(2140s)\", \"9B104(2150s)\", \"9B104(2160s)\", \"9B104(2170s)\", \"9B104(2180s)\", \"9B104(2190s)\", \"9B104(2200s)\", \"9B104(2210s)\", \"9B104(2220s)\", \"9B104(2230s)\", \"9B104(2240s)\", \"9B104(2250s)\", \"9B104(2260s)\", \"9B104(2270s)\", \"9B104(2280s)\", \"9B104(2290s)\", \"9B104(2300s)\", \"9B104(2310s)\", \"9B104(2320s)\", \"9B104(2330s)\", \"9B104(2340s)\", \"9B104(2350s)\", \"9B104(2360s)\", \"9B104(2370s)\", \"9B104(2380s)\", \"9B104(2390s)\", \"9B104(2400s)\", \"9B104(2410s)\", \"9B104(2420s)\", \"9B104(2430s)\", \"9B104(2440s)\", \"9B104(2450s)\", \"9B104(2460s)\", \"9B104(2470s)\", \"9B104(2480s)\", \"9B104(2490s)\", \"9B104(2500s)\", \"9B104(2510s)\", \"9B104(2", "finish": "length"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION OF THE WORLDRANDOM)"], "valid_json": true, "hf1": 0.06350515463917525, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION OF THE WORLDRANDOM)\" ]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.2892695214105794, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230,121B159(####)**,121D230,121B159(GREADING,121D230,121B159(NUTS)\", \"147A815(BATRACID)\", \"230D2(Director,171C33,166A22,167A23,167A23,167A23(MAPLE})\", \"230D2(Director,171C33,166A22,167A23,167A23,167A23(WOODY SHA\"))}", "finish": "stop"}, {"codes": ["48A2185", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.12300625629537364, "best_hf1": 0.41613956105796285, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["05A31", "11A1", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "15B20", "16G97", "24A12A(1500+)", "24A12A(1600+)", "25G98", "25G99", "31A27", "31D11", "31D16", "31J8401", "31J8402", "32A107", "32A195", "32B107", "32B114", "32B15", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33A8", "33B1", "33C17", "33D1", "33D17", "33D32", "36A1621", "36A26", "44E51", "47C1511", "47I34", "48A1", "48A2151", "48A2152", "48A2153", "48A2185", "48A2211", "48B3", "59G14(GRUNGE FORM)", "73A", "99K4(ORIGINAL CREATION OF THE WORLDRANDOM)"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 714, "gt_codes": ["31A2421", "61B(+52)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.09500000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.08444444444444443, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.09047619047619047, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30L009", "30L012"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": 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"code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u4eba\u7269\u8096\u50cf\u753b\uff0c\u753b\u4e2d\u4eba\u7269\u662f\u82f1\u56fd\u7537\u9ad8\u97f3\u6b4c\u5531\u5bb6\u54c8\u91cc\u00b7\u6e29\u7279\u3002\u753b\u98ce\u4e3a\u5199\u5b9e\u98ce\u683c\uff0c\u5c5e\u4e8e\u7ecf\u5178\u7684\u8096\u50cf\u753b\u7c7b\u578b\u3002\", \"work_type\": \"portrait (realistic)\"", "finish": "stop"}, {"codes": ["30A181", "30E34", "32I515", "11A16"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A181\", \"30E34\", \"32I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.29160075329566854, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": 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\"33A06219\", \"33A06220\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E177", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E177\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(PLANTING)", "9B112(COLDING)", "9B105(SHEARING)", "9B114(FEEDING)", "9B106(MAKING RHAPSODY)", "9B107(COCKCROWING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(PLANTING)\", \"9B112(COLDING)\", \"9B105(SHEARING)\", \"9B114(FEEDING)\", \"9B106(MAKING RHAPSODY)\", \"9B107(COCKCROWING)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A1", "48B32"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A1\", \"48B32\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "22C32(BULETS OR PINES)", "39A####(MUG)", "41C149(LANGUAGE: SCOT)", "41E102(SHIRT)", "55B25(DARE DEVOTION)", "55B38(OOCULUM HUMOR)", "5604"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"22C32(BULETS OR PINES)\", \"39A####(MUG)\", \"41C149(LANGUAGE: SCOT)\", \"41E102(SHIRT)\", \"55B25(DARE DEVOTION)\", \"55B38(OOCULUM HUMOR)\", \"5604\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.037962301587301586, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E177", "11E18", "11E2", "11H(FRANCIS)", "11H(G6C00)", "11H001", "11H118", "11H743", "121D2(DIGRESSIVE)", "15B20", "16G97", "19B220", "212M631", "22C32(BULETS OR PINES)", "23F9", "24A12A(LOCKS)", "24A16A(PORE)", "24D63", "25G98", "25G99", "31A0231", "31A0272", "31A235", "31D11", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "32E170", "33A06211", "33A06212", "33A06213", "33A06214", "33A06215", "33A06216", "33A06217", "33A06218", "33A06219", "33A06220", "33A10", "33A100", "33A102", "33A12", "33A161", "33A26", "33B15", "33C172", "33C30", "34A31", "39A####(MUG)", "41A128", "41C149(LANGUAGE: SCOT)", "41E102(SHIRT)", "45E04", "45E12", "47C1511", "48A1", "48A244", "48A28", "48B32", "48C40", "51C45", "54C18", "54C3", "55B25(DARE DEVOTION)", "55B38(OOCULUM HUMOR)", "5604", "59G111(BIODATA/PROFILE/STATUE)", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G34(LANDSCAPING)", "62D13", "630E", "631A", "90C1A(ETUIT DE BOULET)", "90W427", "90W517", "90W519", "9B104", "9B105(SHEARING)", "9B106(MAKING RHAPSODY)", "9B107(COCKCROWING)", "9B112(COLDING)", "9B113", "9B113(PLANTING)", "9B114(FEEDING)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 717, "gt_codes": ["11M43"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.20000000000000004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROMAGE FORM)", "59G113(CARVING PRINT)", "63A13(ARCHA", "63C42", "63C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROMAGE FORM)\", \"59G113(CARVING PRINT)\", \"63A13(ARCHA\", \"63C42\", \"63C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "31J8402"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"31J8402\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(HAIR)", "29B33A(HEAD)", "29C10(FACE)", "29D40(EYES)", "29F03(NOSE)", "29F40(MOUTH)", "29G90(CHEEK)", "29H10(Upper CHIN)", "29H40(Lower CHIN)", "29H60(NECK)", "29H80(BRACHIAL PIPS)", "40L04A(ARMS)", "40L80(BICEPS)", "40M30(THUMB)", "40M30(FINGER)", "40P28A(FINGERS)", "40P44A(FINGERS)", "40P66A(FINGERS)", "40P76A(FINGERS)", "40P94A(FINGERS)", "40P28B(PALM)", "40P32B(PALM)", "40P34B(PALM)", "52H20(CREST)", "52L04A(CHINESE TIARA)", "52L06(CROWN OF)", "52L15(HOLLOW TIARA)", "52L17A(GREY TIE)", "52L20A(BAND CRESENT)", "52M53(HIGH FUSEAU)", "52Q17(SWAIRL)", "52S41A(INVOLUTE)", "52Q23A(DRAPERIES)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(HAIR)\", \"29B33A(HEAD)\", \"29C10(FACE)\", \"29D40(EYES)\", \"29F03(NOSE)\", \"29F40(MOUTH)\", \"29G90(CHEEK)\", \"29H10(Upper CHIN)\", \"29H40(Lower CHIN)\", \"29H60(NECK)\", \"29H80(BRACHIAL PIPS)\", \"40L04A(ARMS)\", \"40L80(BICEPS)\", \"40M30(THUMB)\", \"40M30(FINGER)\", \"40P28A(FINGERS)\", \"40P44A(FINGERS)\", \"40P66A(FINGERS)\", \"40P76A(FINGERS)\", \"40P94A(FINGERS)\", \"40P28B(PALM)\", \"40P32B(PALM)\", \"40P34B(PALM)\", \"52H20(CREST)\", \"52L04A(CHINESE TIARA)\", \"52L06(CROWN OF)\", \"52L15(HOLLOW TIARA)\", \"52L17A(GREY TIE)\", \"52L20A(BAND CRESENT)\", \"52M53(HIGH FUSEAU)\", \"52Q17(SWAIRL)\", \"52S41A(INVOLUTE)\", \"52Q23A(DRAPERIES)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.3914893617021276, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48A65813"], "valid_json": true, "hf1": 0.16000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48A65813\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["33A06", "33A37", "33A39", "33A40", "33D32", "33D34"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06\", \"33A37\", \"33A39\", \"33A40\", \"33D32\", \"33D34\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.3126903553299492, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "48A43", "48A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"48A43\", \"48A181\"]}", "finish": "stop"}, {"codes": ["9B104(19THC)", "9B284(21stC)", "10A168"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104(19THC)\", \"9B284(21stC)\", \"10A168\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.13333333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.3596330275229358, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159", "41D10"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\", \"41D10\"]}", "finish": "stop"}, {"codes": ["48A2181", "48A2151", "48A2152", "48A2153", "48A2211"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2181\", \"48A2151\", \"48A2152\", \"48A2153\", \"48A2211\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.0993305584394502, "best_hf1": 0.3914893617021276, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["10A168", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H413", "11H743", "12F52(DIGRESSIVE)", "15B20", "16G97", "22B159", "22C3250", "24A12A(LOCKS)", "24A20A(HAIR)", "29B33A(HEAD)", "29C10(FACE)", "29D40(EYES)", "29F03(NOSE)", "29F40(MOUTH)", "29G90(CHEEK)", "29H10(Upper CHIN)", "29H40(Lower CHIN)", "29H60(NECK)", "29H80(BRACHIAL PIPS)", "2E198", "2E199", "31D11", "31D16", "31J8401", "31J8402", "32A107", "32A19", "32B107", "32B114", "32B15", "33A06", "33A10", "33A100", "33A102", "33A12", "33A26", "33A37", "33A39", "33A40", "33B15", "33C17", "33C30", "33D32", "33D34", "40L04A(ARMS)", "40L80(BICEPS)", "40M30(FINGER)", "40M30(THUMB)", "40P28A(FINGERS)", "40P28B(PALM)", "40P32B(PALM)", "40P34B(PALM)", "40P44A(FINGERS)", "40P66A(FINGERS)", "40P76A(FINGERS)", "40P94A(FINGERS)", "41D10", "48A125", "48A181", "48A18913", "48A2151", "48A2152", "48A2153", "48A2181", "48A2211", "48A28", "48A43", "48A65813", "48C1511", "48C40", "52H20(CREST)", "52L04A(CHINESE TIARA)", "52L06(CROWN OF)", "52L15(HOLLOW TIARA)", "52L17A(GREY TIE)", "52L20A(BAND CRESENT)", "52M53(HIGH FUSEAU)", "52Q17(SWAIRL)", "52Q23A(DRAPERIES)", "52S41A(INVOLUTE)", "59G113(CARVING PRINT)", "59G14(GRUNGE FORM)", "59G24(FROMAGE FORM)", "63A13(ARCHA", "63C42", "63C44", "72A023", "72A051", "9B104(19THC)", "9B284(21stC)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 718, "gt_codes": ["25I", "46C24"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GROUPED FIGURES OR FIGURES STANDING ON A SHIP OR SAILBOAT)", "59P56(BOAT IN SILENCE)", "59P151(FIVE OR MORE)", "23A4241(SHIPPING ADMINISTRATION)", "59C18(SHIP ON AN ANCHOR)", "59C20(BAY OR HARBOR)", "59C121(EAST INDIA COMPANY SHIP)", "59C122(WEST INDIA COMPANY SHIP)", "59C129(SAILING SHIP)"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUPED FIGURES OR FIGURES STANDING ON A SHIP OR SAILBOAT)\", \"59P56(BOAT IN SILENCE)\", \"59P151(FIVE OR MORE)\", \"23A4241(SHIPPING ADMINISTRATION)\", \"59C18(SHIP ON AN ANCHOR)\", \"59C20(BAY OR HARBOR)\", \"59C121(EAST INDIA COMPANY SHIP)\", \"59C122(WEST INDIA COMPANY SHIP)\", \"59C129(SAILING SHIP)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B28"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B28\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E24", "45F04"], "valid_json": true, "hf1": 0.12307692307692307, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E24\", \"45F04\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS),24A12C(PORTALS AND GATES)", "24A12E(TENTH)", "24A12G(TRIBUNAL)", "24A12L(WATER)", "24A12O(SOFTLY)", "24A12Q(BOARD STRIPE)", "24A12S(SLY)", "24A12U(TIGHT)", "24A12V(HUNTER)", "24A12W(WOUNDED)", "24A12X(DORST)", "24A12Y(GENLE)", "24A12Z(SMILES)", "24A12AA(APOLOGY)", "24A12BB(RAGS)", "24A12CC(DOLLS)", "24A12DD(PLAY SALT)", "24A12EE(RINGS)", "24A12FF(DAG)", "24A12GG(ALLIES)", "24A12HH(FAVOURITES)", "24A12II(CONFIDANTS)", "24A12JJ(PUBLIC)", "24A12KK(LAST)", "24A12LL(RICE)", "24A12MN(FANCY)", "24A12OO(LIFT)", 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false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"41A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06043901449918241, "best_hf1": 0.16447761194029853, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E16", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D26(COURANOY)", "121E50", "121E59", "12E1515", "138L30", "15B20", "16G97", "1B104", "1B113", "20F9", "23A4241(SHIPPING ADMINISTRATION)", "24A12A(LOCKS),24A12C(PORTALS AND GATES)", "24A12AA(APOLOGY)", "24A12AAA(SINKING)", "24A12BB(RAGS)", "24A12BBB(DIVING)", "24A12CC(DOLLS)", "24A12CCCC(CLOSED)", "24A12DD(PLAY SALT)", "24A12DDDD(SINKING)", "24A12E(TENTH)", "24A12EE(RINGS)", "24A12EEEEE(EMERGENCY)", "24A12FF(DAG)", "24A12FFFFFF(EMERGENCY)", "24A12G(TRIBUNAL)", "24A12GG(ALLIES)", "24A12GGGGG(WATER)", "24A12HH(FAVOURITES)", "24A12HHHHH(SAILED)", "24A12II(CONFIDANTS)", "24A12IIIII(LAWS)", "24A12JJ(PUBLIC)", 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"51C4", "523A", "59104(FREE STYLE DEVIANCISM)", "59114(GRUNGE FORM)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 722, "gt_codes": ["25H114", "25H213", "46C131", "46C24"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"40B11\",\n\t\"40B12\",\n\t\"40B13\",\n\t\"40B14\",\n\t\"40B15\",\n\t\"40B16\",\n\t\"40B17\",\n\t\"40B18\",\n\t\"40B19\",\n\t\"40B20\",\n\t\"40B21\",\n\t\"40B22\",\n\t\"40B23\",\n\t\"40B24\",\n\t\"40B25\",\n\t\"40B26\",\n\t\"40B27\",\n\t\"40B28\",\n\t\"40B29\",\n\t\"40B30\",\n\t\"40B31\",\n\t\"40B32\",\n\t\"40B33\",\n\t\"40B34\",\n\t\"40B35\",\n\t\"40B36\",\n\t\"40B37\",\n\t\"40B38\",\n\t\"40B39\",\n\t\"40B40\",\n\t\"40B41\",\n\t\"40B42\",\n\t\"40B43\",\n\t\"40B44\",\n\t\"40B45\",\n\t\"40B46\",\n\t\"40B47\",\n\t\"40B48\",\n\t\"40B49\",\n\t\"40B50\",\n\t\"40B51\",\n\t\"40B52\",\n\t\"40B53\",\n\t\"40B54\",\n\t\"40B55\",\n\t\"40B56\",\n\t\"40B57\",\n\t\"40B58\",\n\t\"40B59\",\n\t\"40B60\",\n\t\"40B61\",\n\t\"40B62\",\n\t\"40B63\",\n\t\"40B64\",\n\t\"40B65\",\n\t\"40B66\",\n\t\"40B67\",\n\t\"40B68\",\n\t\"40B69\",\n\t\"40B70\",\n\t\"40B71\",\n\t\"40B72\",\n\t\"40B73\",\n\t\"40B74\",\n\t\"40B75\",\n\t\"40B76\",\n\t\"40B77\",\n\t\"40B78\",\n\t\"40B79\",\n\t\"40B80\",\n\t\"40B81\",\n\t\"40B82\",\n\t\"40B83\",\n\t\"40B84\",\n\t\"40B85\",\n\t\"40B86\",\n\t\"40B87\",\n\t\"40B88\",\n\t\"40B89\",\n\t\"40B90\",\n\t\"40B91\",\n\t\"40B92\",\n\t\"40B93\",\n\t\"40B94\",\n\t\"40B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G30(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G30(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["30J8401", "30J8402", "30J8412", "30J844"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30J8401\", \"30J8402\", \"30J8412\", \"30J844\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "46C4", "75L6"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"46C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["31A118", "31A743", "31A112", "31A168", "31H36", "31H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A118\", \"31A743\", \"31A112\", \"31A168\", \"31H36\", \"31H413\"]}", "finish": "stop"}, {"codes": ["30C1511", "31H24", "31H28", "31L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30C1511\", \"31H24\", \"31H28\", \"31L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["30H062(AQUATIC REAL FROM 1668 TO 1750)", "30H063(LANDSCAPE Austrian)", "30H259(LANDSCAPE Austrian SAME),", "30H260(LANDSCAPE Austrian SAME),"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30H062(AQUATIC REAL FROM 1668 TO 1750)\", \"30H063(LANDSCAPE Austrian)\", \"30H259(LANDSCAPE Austrian SAME),\", \"30H260(LANDSCAPE Austrian SAME),\"]}", "finish": "stop"}, {"codes": ["30A18", "30B9", "41A22", "54A114", "54F17", "57A30"], "valid_json": true, "hf1": 0.04968152866242038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A18\", \"30B9\", \"41A22\", \"54A114\", \"54F17\", \"57A30\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.04968152866242038, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["30A04", "31C13", "48D32", "51F13"], "valid_json": true, "hf1": 0.06610169491525424, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A04\", \"31C13\", \"48D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "44A8", "44C40"], "valid_json": true, "hf1": 0.09708154506437769, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"44A8\", \"44C40\"]}", "finish": "stop"}, {"codes": ["31E18", "31E12", "31E2", "31E16", "31A181"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31E18\", \"31E12\", \"31E2\", \"31E16\", \"31A181\"]}", "finish": "stop"}, {"codes": ["32F52", "33A37", "32B5", "30B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32F52\", \"33A37\", \"32B5\", \"30B159\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.1294396551724138, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.031624122029805406, "best_hf1": 0.1294396551724138, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["15B20", "16G97", "23F9", "305B", "30A04", "30A12", "30A18", "30B159", "30B51", "30B9", "30C1511", "30C34", "30C36", "30C37", "30H062(AQUATIC REAL FROM 1668 TO 1750)", "30H063(LANDSCAPE Austrian)", "30H259(LANDSCAPE Austrian SAME),", "30H260(LANDSCAPE Austrian SAME),", "30J8401", "30J8402", "30J8412", "30J844", "30W51", "31A0231", "31A0272", "31A1002", "31A112", "31A118", "31A12", "31A168", "31A181", "31A235", "31A743", "31C13", "31D11", "31E12", "31E16", "31E18", "31E2", "31H24", "31H28", "31H36", "31H413", "31L17", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32B5", "32C2", "32C26", "32F52", "33A37", "33B1", "34A31", "41A128", "41A22", "43A3701", "44A8", "44C40", "46C4", "48A244", "48D32", "51C45", "51F13", "53A", "54A114", "54F17", "57A30", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G30(GRUNGE FORM)", "63A05", "75L6", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 723, "gt_codes": ["42B36"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14", "30B15", "30B16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\"]}"}, "samples": [{"codes": ["59G14(GAMBLING)", "59G14(GAMBLING)", "59G14(GAMBLING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GAMBLING)\", \"59G14(GAMBLING)\", \"59G14(GAMBLING)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(cover-pages),\", \"24A33A(illustration-in-text),\", \"24B22A(westernised-court),\", \"24D810(FULL)],\", \"30E342\"],}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A162(ACTIVE)", "77A68(ACTION)", "77A33(FALL OFF )", "77A334(LARGE FALL)", "77A336(KICK DROP)", "77A691(FALLING LEFT)", "77A691(FALLING LEFT)", "77A692(FALLING RIGHT)", "77A692(FALLING RIGHT)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(ACTIVE)\", \"77A68(ACTION)\", \"77A33(FALL OFF )\", \"77A334(LARGE FALL)\", \"77A336(KICK DROP)\", \"77A691(FALLING LEFT)\", \"77A691(FALLING LEFT)\", \"77A692(FALLING RIGHT)\", \"77A692(FALLING RIGHT)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L115", "24J24", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L115\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B113(CHRISTCHUBBING)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(CHRISTCHUBBING)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.11428571428571428, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D250,100,150,200", "121D149(LITTLE)", "121D116(WOODEN STOVE)", "25G4(ROUND FASHIONED BITTER GOURDE)", "54G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D250,100,150,200\", \"121D149(LITTLE)\", \"121D116(WOODEN STOVE)\", \"25G4(ROUND FASHIONED BITTER GOURDE)\", \"54G41\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G315(POSTER)", "48G325(NAPITALIZED LETTER)", "48I124(WOMANING HEAD)", "48I160(SALOME)", "48I212(BABY)"], "valid_json": true, "hf1": 0.19000000000000003, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315(POSTER)\", \"48G325(NAPITALIZED LETTER)\", \"48I124(WOMANING HEAD)\", \"48I160(SALOME)\", \"48I212(BABY)\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03221230158730159, "best_hf1": 0.19000000000000003, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D116(WOODEN STOVE)", "121D149(LITTLE)", "121D2(DIGGING)", "121D250,100,150,200", "14G41", "15B20", "16G97", "24J24", "25G4(ROUND FASHIONED BITTER GOURDE)", "2E198", "2E199", "30L115", "31D11", "31F12", "31H404", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33A10", "33A100", "33A102", "33A12", "33A26", "33B1", "33C17", "36A162(ACTIVE)", "41B1", "41B3", "44E51", "47C1511", "47I34", "48A2185", "48G315(POSTER)", "48G325(NAPITALIZED LETTER)", "48I124(WOMANING HEAD)", "48I160(SALOME)", "48I212(BABY)", "54G41", "59G14(GAMBLING)", "73A", "77A33(FALL OFF )", "77A334(LARGE FALL)", "77A336(KICK DROP)", "77A68(ACTION)", "77A691(FALLING LEFT)", "77A692(FALLING RIGHT)", "92L42", "99K4(ORIGINAL BLACK AND WHITE PHOTO)", "9B104", "9B113", "9B113(CHRISTCHUBBING)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 724, "gt_codes": ["48C16", "46A122", "41A33", "41A323"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14011", "59P40407", "59C21113", "68B51637", "68A", "68C42", "68C44"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14011\", \"59P40407\", \"59C21113\", \"68B51637\", \"68A\", \"68C42\", \"68C44\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03011", "31J03012", "31F12", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011\", \"31J03012\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["74A12A", "74A12B", "74L009", "3A03", "3A26", "3W500"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A\", \"74A12B\", \"74L009\", \"3A03\", \"3A26\", \"3W500\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "48A18913", "48A65813"], "valid_json": true, "hf1": 0.3546666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48C1511\", \"11H24\", \"48A18913\", \"48A65813\"]}", "finish": "stop"}, {"codes": ["33A12", "33A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5e45\u8be6\u7ec6\u63cf\u7ed8\u88c5\u9970\u6027\u5efa\u7b51\u5143\u7d20\u7684\u5370\u5237\u54c1\uff0c\u5305\u62ec\u62f1\u95e8\u3001\u96d5\u82b1\u548c\u96d5\u523b SAMEISMK.\uff0c\u4e0e\u7ecf\u5178\u7684\u5efa\u7b51\u8bbe\u8ba1\u4e3b\u9898\u4e00\u81f4\u3002\", \"work_type\": \"single print\"}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["71A023", "71A051", "71A433", "71A438", "163A05", "81A08"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"71A023\", \"71A051\", \"71A433\", \"71A438\", \"163A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "25C101(ARCHITECTURAL BEAUTY)", "25C103(ARCHITECTURAL INTERIOR)", "25C105(ARCHITECTURAL RECREATED)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(20THC)\", \"1B216(21STC)\", \"25C101(ARCHITECTURAL BEAUTY)\", \"25C103(ARCHITECTURAL INTERIOR)\", \"25C105(ARCHITECTURAL RECREATED)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["75B20", "31D11", "73A1", "73A3", "73L11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"75B20\", \"31D11\", \"73A1\", \"73A3\", \"73L11\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "48A125"], "valid_json": true, "hf1": 0.10043596730245233, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FREESTANDING)", "19A####(ARCHITECTURAL)", "19C930(DOOR)", "19E####(ARCHITECTURAL ELEMENT)", "19E53"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FREESTANDING)\", \"19A####(ARCHITECTURAL)\", \"19C930(DOOR)\", \"19E####(ARCHITECTURAL ELEMENT)\", \"19E53\"]}", "finish": "stop"}, {"codes": ["48A2185", "48G3151", "48F415", "48D1", "48A172", "41F57"], "valid_json": true, "hf1": 0.36036866359447, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G3151\", \"48F415\", \"48D1\", \"48A172\", \"41F57\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.050966956097724316, "best_hf1": 0.36036866359447, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H413", "11H743", "121D2(DIGRESSIVE)", "121D230(FREESTANDING)", "163A05", "16G97", "19A####(ARCHITECTURAL)", "19C930(DOOR)", "19E####(ARCHITECTURAL ELEMENT)", "19E53", "1B104(19THC)", "1B204(20THC)", "1B216(21STC)", "25C101(ARCHITECTURAL BEAUTY)", "25C103(ARCHITECTURAL INTERIOR)", "25C105(ARCHITECTURAL RECREATED)", "25G98", "31D11", "31F12", "31H404", "31J03011", "31J03012", "32A107", "32A19", "32A23", "32B107", "32B114", "32B128", "32B15", "32C2", "32C26", "33A1002", "33A12", "3A03", "3A26", "3W500", "41F57", "48A125", "48A172", "48A18913", "48A2185", "48A65813", "48C1511", "48D1", "48F415", "48G3151", "59C21113", "59G14011", "59P40407", "68A", "68B51637", "68C42", "68C44", "71A023", "71A051", "71A433", "71A438", "73A1", "73A3", "73L11", "74A12A", "74A12B", "74L009", "75B20", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 725, "gt_codes": ["25A", "34B11", "41A2", "41C12", "41C74(+1)", "42F51"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKETS)", "25C22(BOP)", "15O13(FLOOR)", "15K34"], "valid_json": true, "hf1": 0.06909090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKETS)\", \"25C22(BOP)\", \"15O13(FLOOR)\", \"15K34\"], \"note\": \"This artwork appears to be a group scene set around a table, featuring multiple figures in historical dress. The scene likely depicts a gathering or feast, consistent with Iconclass category 15B14 (bankets). The detailed setting includes furniture such as chairs and tables, and a dog is present in the foreground. In terms of style, it may represent rustic or rural life, aligning with category 25C22 (Bop).\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.056804733727810655, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["32J84", "45E84", "19B220", "212M631", "24D63", "45E12"], "valid_json": true, "hf1": 0.1784567901234568, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32J84\", \"45E84\", \"19B220\", \"212M631\", \"24D63\", \"45E12\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(INTERIOR),24J26A(table),24J90(DINNERTABLE)\", \"22A32(LIFE-COAB),24D810(FAM)],25L63(FAMPLY FACES]\",9400501,[\"49C11\",[\"49C11(READING)\",[\"94C0501\"}}]", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["32A12", "32A10", "33A26", "33A28", "1052"], "valid_json": true, "hf1": 0.05517241379310345, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A12\", \"32A10\", \"33A26\", \"33A28\", \"1052\"]}", "finish": "stop"}, {"codes": ["36A3621", "36D1", "36D2", "36D3", "36D63", "36D7"], "valid_json": true, "hf1": 0.056790123456790124, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A3621\", \"36D1\", \"36D2\", \"36D3\", \"36D63\", \"36D7\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.04222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.26422018348623855, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.03166666666666667, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(PIECES OF SHEEP)", "51T362"], "valid_json": true, "hf1": 0.12276008492569004, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(PIECES OF SHEEP)\", \"51T362\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138C301", "11A8", "32C40"], "valid_json": true, "hf1": 0.049789029535864976, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138C301\", \"11A8\", \"32C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.15157894736842106, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGERS)", "121D250,100,150,200", "121D149(LABOURERS AND PORTERS)", "121D126200+200", "121D147389", "121D5260,100,150,200", "122B50,100,150,200"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGERS)\", \"121D250,100,150,200\", \"121D149(LABOURERS AND PORTERS)\", \"121D126200+200\", \"121D147389\", \"121D5260,100,150,200\", \"122B50,100,150,200\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45", "20A49"], "valid_json": true, "hf1": 0.04956521739130435, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\", \"20A49\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07729304689749417, "best_hf1": 0.26422018348623855, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "1052", "10720", "11A1", "11A218", "11A8", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121D126200+200", "121D147389", "121D149(LABOURERS AND PORTERS)", "121D2(DIGGERS)", "121D250,100,150,200", "121D5260,100,150,200", "122B50,100,150,200", "12D489", "138C301", "15B14(BANKETS)", "15K34", "15O13(FLOOR)", "16G97", "19B220", "1B104", "1B113", "20A45", "20A49", "20F93", "212M631", "21D32", "24D63", "25C22(BOP)", "2E198", "2E199", "31A0231", "31A0272", "31D11", "32A10", "32A107", "32A12", "32A195", "32B107", "32B114", "32B128", "32B15", "32C40", "32J84", "33A26", "33A28", "33B1", "34A31", "36A3621", "36D1", "36D2", "36D3", "36D63", "36D7", "41A128", "41B1", "41B3", "44E51", "45E12", "45E84", "47C1511", "47I34", "51F13", "51G6", "51M5", "51T362", "59G14(GROUP)", "63A05", "81A08", "99K4(PIECES OF SHEEP)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 726, "gt_codes": ["49N"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\"]}\n```"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(HOLLOW FORM)\", \"59G11(EARLY MEIOEVAL)\", \"59G13(VERY EARLY MEIOEVAL)\", \"59C237(MEMBRANE WITH GUNFERMENT)\", \"59C287(Editorium ONES)\", \"59C284(CAPPADOCIA Creation)], [59C237(MEMBRANE WITH GUNFERMENT)\", \"59C287(Editorium ONES)\", \"59C284(CAPPADOCIA Creation)], [59C237(MEMBRANE WITH GUNFERMENT)\", \"59C287(Editorium ONES)\", \"59C284(CAPPADOCIA Creation)\", \"59C237(MEMBRANE WITH GUNFERMENT)\", \"59C287(Editorium ONES)\", \"59C284(CAPPADOCIA Creation)\"], \"iconclass-codes\": [\"59G46(FACE)\", \"59G46(CLOZERS)\", \"59G47(MAIDEN)\", \"59G94(CLOSET)\", \"59C9705(MAIDEN WITH CLOZERS)\", \"59C9456(MAIDEN WITH CLOZERS)\", \"59C9457(MAIDEN WITH CLOZERS)\", \"59C9458(MAIDEN WITH CLOZERS)\", \"59G46(FACE)\", \"59G46(CLOZERS)\", \"59G47(MAIDEN)\", \"59G94(CLOSET)\", \"59C9705(MAIDEN WITH CLOZERS)\", \"59C9456(MAIDEN WITH CLOZERS)\", \"59C9457(MAIDEN WITH CLOZERS)\", \"59C9458(MAIDEN WITH CLOZERS)\", \"59G46(FACE)\", \"59G46(CLOZERS)\", \"59G47(MAIDEN)\", \"59G94(CLOSET)\", \"59C9705(MAIDEN WITH CLOZERS)\", \"59C9456(MAIDEN WITH CLOZERS)\", \"59C9457(MAIDEN WITH CLOZERS)\", \"59C9458(MAIDEN WITH CLOZERS)\", \"59G46(FACE)\", \"59G46(CLOZERS)\", \"59G47(MAIDEN)\", \"59G94(CLOSET)\", \"59C9705(MAIDEN WITH CLOZERS)\", \"59C9456(MAIDEN WITH CLOZERS)\", \"59C9457(MAIDEN WITH CLOZERS)\", \"59C9458(MAIDEN WITH CLOZERS)\", \"59G46(FACE)\", \"59G46(CLOZERS)\", \"59G47(MAIDEN)\", \"59G94(CLOSET)\", \"59C9705(MAIDEN WITH CLOZERS)\", \"59C9456(MAIDEN WITH CLOZERS)\", \"59C", "finish": "length"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M63"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A", "10D14", "33A10", "33A10", "24A26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A\", \"10D14\", \"33A10\", \"33A10\", \"24A26\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A10", "31A26", "31A100", "31A102", "31C172"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A10\", \"31A26\", \"31A100\", \"31A102\", \"31C172\"]}", "finish": "stop"}, {"codes": ["36A162(ACTIVE)", "77A(WORD PROCESSOR)", "77A33(FORMAT: 3D)", "77A32(EIGHTEENTH CENTURY)", "77A11(MATERIAL)", "19F21"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(ACTIVE)\", \"77A(WORD PROCESSOR)\", \"77A33(FORMAT: 3D)\", \"77A32(EIGHTEENTH CENTURY)\", \"77A11(MATERIAL)\", \"19F21\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["9200231", "11B517"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9200231\", \"11B517\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(SEDGE)", "9B117"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(SEDGE)\", \"9B117\"]}", "finish": "stop"}, {"codes": ["16.1.1", "25E25", "25I34", "25I51", "99A4", "99H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16.1.1\", \"25E25\", \"25I34\", \"25I51\", \"99A4\", \"99H6\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["52A28", "52B2", "55E11", "55E2####"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"52A28\", \"52B2\", \"55E11\", \"55E2####\"]}\n```", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D48"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.017944444444444443, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "10D14", "11A1", "11A218", "11B517", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12D48", "15A13", "16.1.1", "19B220", "19F21", "20C33", "20F93", "212M63", "21B10", "24A12A", "24A26", "25E25", "25I34", "25I51", "2E198", "2E199", "31A10", "31A100", "31A102", "31A12", "31A26", "31C172", "31D16", "31J03", "32A107", "32B107", "32B114", "32B15", "33A10", "36A162(ACTIVE)", "41B1", "41B3", "45E04", "47C1511", "52A28", "52B2", "55E11", "55E2####", "77A(WORD PROCESSOR)", "77A11(MATERIAL)", "77A32(EIGHTEENTH CENTURY)", "77A33(FORMAT: 3D)", "9200231", "99A4", "99H6", "9B104", "9B113", "9B114(SEDGE)", "9B117", "9B132"], "truncated": 1, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 727, "gt_codes": ["71E1343"], "greedy": {"codes": ["10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adchristian tradition)\", \"49I22(Mythological)\")]", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B22", "4F12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B22\", \"4F12\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTENSE)\", \"24A33A(CHRISTENSE)\", \"24B3B(ADMILITAET)\", \"24B19D(KERZMAD)],\", \"24C3B2M(REDEANICHE)\", \"41A2149(DATUMSBOARD STRIPE)\", \"97P200(SCHREIBEN)]\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "26C7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"26C7\"]}", "finish": "stop"}, {"codes": ["33A06211", "33A06212", "33A06213"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A06211\", \"33A06212\", \"33A06213\"]}", "finish": "stop"}, {"codes": ["25G9818", "49J4912", "515A211", "47L61", "747A30"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G9818\", \"49J4912\", \"515A211\", \"47L61\", \"747A30\"]}", "finish": "stop"}, {"codes": ["92L42", "30B115", "24D24", "24G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30B115\", \"24D24\", \"24G41\"]}", "finish": "stop"}, {"codes": ["1B104(19101)", "1B113(191161)", "1B126(191261)", "1B120(191201)", "1B105(191051)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19101)\", \"1B113(191161)\", \"1B126(191261)\", \"1B120(191201)\", \"1B105(191051)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "27I34", "24E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"27I34\", \"24E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3701", "11A8", "32C4"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3701\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "18B16", "25A1", "48A125"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"18B16\", \"25A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C32(BIBLE, NOVEL OR ALMANAC)", "24A110", "25C93", "51C3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C32(BIBLE, NOVEL OR ALMANAC)\", \"24A110\", \"25C93\", \"51C3\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, 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"23A45", "23F93", "24A12A", "24A26", "24E51", "2E108", "2E193", "31A0231", "31A0272", "31D11", "31J0401", "31J0402", "31J0412", "32A10", "32A107", "32A12", "32A195", "32B107", "32B114", "32B128", "32B15", "32C40", "33A10", "33A17", "33A26", "33A28", "33A29", "33B1", "34A31", "36A06211", "37B232", "37B248", "37J", "37L", "37P33", "39B03(DRESS)", "41A128", "41B1", "41B3", "47C1511", "48A28", "51613", "51617", "52A2901", "59G14(GAMBOOSE SPECTATORS)", "59G14(GAMBOOSE)", "630E", "631A", "99K4(ORIGINAL PRINT)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 730, "gt_codes": ["9"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"10B11\",\n\t\"10B12\",\n\t\"10B13\",\n\t\"10B14\",\n\t\"10B15\",\n\t\"10B16\",\n\t\"10B17\",\n\t\"10B18\",\n\t\"10B19\",\n\t\"10B20\",\n\t\"10B21\",\n\t\"10B22\",\n\t\"10B23\",\n\t\"10B24\",\n\t\"10B25\",\n\t\"10B26\",\n\t\"10B27\",\n\t\"10B28\",\n\t\"10B29\",\n\t\"10B30\",\n\t\"10B31\",\n\t\"10B32\",\n\t\"10B33\",\n\t\"10B34\",\n\t\"10B35\",\n\t\"10B36\",\n\t\"10B37\",\n\t\"10B38\",\n\t\"10B39\",\n\t\"10B40\",\n\t\"10B41\",\n\t\"10B42\",\n\t\"10B43\",\n\t\"10B44\",\n\t\"10B45\",\n\t\"10B46\",\n\t\"10B47\",\n\t\"10B48\",\n\t\"10B49\",\n\t\"10B50\",\n\t\"10B51\",\n\t\"10B52\",\n\t\"10B53\",\n\t\"10B54\",\n\t\"10B55\",\n\t\"10B56\",\n\t\"10B57\",\n\t\"10B58\",\n\t\"10B59\",\n\t\"10B60\",\n\t\"10B61\",\n\t\"10B62\",\n\t\"10B63\",\n\t\"10B64\",\n\t\"10B65\",\n\t\"10B66\",\n\t\"10B67\",\n\t\"10B68\",\n\t\"10B69\",\n\t\"10B70\",\n\t\"10B71\",\n\t\"10B72\",\n\t\"10B73\",\n\t\"10B74\",\n\t\"10B75\",\n\t\"10B76\",\n\t\"10B77\",\n\t\"10B78\",\n\t\"10B79\",\n\t\"10B80\",\n\t\"10B81\",\n\t\"10B82\",\n\t\"10B83\",\n\t\"10B84\",\n\t\"10B85\",\n\t\"10B86\",\n\t\"10B87\",\n\t\"10B88\",\n\t\"10B89\",\n\t\"10B90\",\n\t\"10B91\",\n\t\"10B92\",\n\t\"10B93\",\n\t\"10B94\",\n\t\"10B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G14(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\", \"59G14(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D168", "31E170", "31E169"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D168\", \"31E170\", \"31E169\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "60A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"60A3\"]}", "finish": "stop"}, {"codes": ["24A12A(TEMPER A)", "24A33A(TEMPER GOM], (A)", "24A33C(TEMPERWASHWTED HOZY]", "43D75(GOATHROM)", "43D94(Map Of Eden For A Landscape)]", "43D94(Map Of Eden For A Landscape)]", "43JA(DIRFER)", "44G39(OPENING OF A TEXT)], It]]", "44H15(BREAKING OF SEQUENCE)", "44L84 Sequence)", "15A11(START OF A SERIES)", "15A33(START OF A SERIES)", "15A33(START OF A SERIES)", "8A100(DRAGON)]", "43D75(GOATHROM)", "43D94(Map Of Eden For A Landscape)]", "43J10(RIVER)", "43J94(Map Of Eden For A Landscape)]", "43JA(DIRFER)", "44G39(OPENING OF A TEXT)], It]]", "44H15(BREAKING OF SEQUENCE)", "44L84 Sequence)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(TEMPER A)\", \"24A33A(TEMPER GOM], (A)\", \"24A33C(TEMPERWASHWTED HOZY]\", \"43D75(GOATHROM)\", \"43D94(Map Of Eden For A Landscape)]\", \"43D94(Map Of Eden For A Landscape)]\", \"43JA(DIRFER)\", \"44G39(OPENING OF A TEXT)], It]]\", \"44H15(BREAKING OF SEQUENCE)\", \"44L84 Sequence)\", \"15A11(START OF A SERIES)\", \"15A33(START OF A SERIES)\", \"15A33(START OF A SERIES)\", \"8A100(DRAGON)]\", \"43D75(GOATHROM)\", \"43D94(Map Of Eden For A Landscape)]\", \"43J10(RIVER)\", \"43J94(Map Of Eden For A Landscape)]\", \"43JA(DIRFER)\", \"44G39(OPENING OF A TEXT)], It]]\", \"44H15(BREAKING OF SEQUENCE)\", \"44L84 Sequence)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A16211", "37J", "37L", "37P33", "39B63(DWARF)", "39E25(HUMAN)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A16211\", \"37J\", \"37L\", \"37P33\", \"39B63(DWARF)\", \"39E25(HUMAN)\"]}", "finish": "stop"}, {"codes": ["2E19818", "4E34912", "5154211", "62L61", "62L630"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E19818\", \"4E34912\", \"5154211\", \"62L61\", \"62L630\"]}", "finish": "stop"}, {"codes": ["42C140", "15E724", "43D14601", "18D16301", "48A98211", "112L106", "19E2105"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"42C140\", \"15E724\", \"43D14601\", \"18D16301\", \"48A98211\", \"112L106\", \"19E2105\"]}\n```", "finish": "stop"}, {"codes": ["1B104(19101)", "1B113(191161)", "1B126(191261)", "1B120(191201)", "1B105(19105)", "26F23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19101)\", \"1B113(191161)\", \"1B126(191261)\", \"1B120(191201)\", \"1B105(19105)\", \"26F23\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ANIMALS STANDING)", "45A63"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ANIMALS STANDING)\", \"45A63\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["52A28", "52B232", "52B248", "52B1350"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"52A28\", \"52B232\", \"52B248\", \"52B1350\"]}\n```", "finish": "stop"}, {"codes": ["11A238", "23F93", "12C489", "23A45", "23A49"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12C489\", \"23A45\", \"23A49\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.003392857142857143, "best_hf1": 0.05428571428571429, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["112L106", "11A1", "11A238", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "12C489", "15A11(START OF A SERIES)", "15A13", "15A33(START OF A SERIES)", "15E724", "16G97", "18D16301", "19E2105", "1B104(19101)", "1B105(19105)", "1B113(191161)", "1B120(191201)", "1B126(191261)", "20C33", "21B10", "23A45", "23A49", "23F93", "24A12A(TEMPER A)", "24A33A(TEMPER GOM], (A)", "24A33C(TEMPERWASHWTED HOZY]", "26F23", "2E19818", "31A1002", "31A12", "31A51213", "31D168", "31E169", "31E170", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A195", "32B107", "32B114", "32B15", "33A17", "36A16211", "37J", "37L", "37P33", "39B63(DWARF)", "39E25(HUMAN)", "41B1", "41B3", "42C140", "43D14601", "43D75(GOATHROM)", "43D94(Map Of Eden For A Landscape)]", "43J10(RIVER)", "43J94(Map Of Eden For A Landscape)]", "43JA(DIRFER)", "44E51", "44G39(OPENING OF A TEXT)], It]]", "44H15(BREAKING OF SEQUENCE)", "44L84 Sequence)", "45A63", "47C1511", "47I34", "48A98211", "4E34912", "5154211", "52A28", "52B1350", "52B232", "52B248", "59G14(GRUNGE FORM)", "60A3", "62L61", "62L630", "8A100(DRAGON)]", "99K4(ANIMALS STANDING)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 731, "gt_codes": ["41A541", "61B(+54)", "61B:31D14"], "greedy": {"codes": ["30B11", "30B111", "30B112", "30B113", "30B114", "30B115"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B111\", \"30B112\", \"30B113\", \"30B114\", \"30B115\"]}"}, "samples": [{"codes": ["59A14011", "59A14411", "59C21111", "6K15163", "33A4", "59C42", "12B24"], "valid_json": true, "hf1": 0.04470588235294118, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59A14011\", \"59A14411\", \"59C21111\", \"6K15163\", \"33A4\", \"59C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "305B", "53A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"305B\", \"53A\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.09468599033816426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["30A12A", "30A12B", "30A12C", "30B3", "30B6", "30B10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12A\", \"30A12B\", \"30A12C\", \"30B3\", \"30B6\", \"30B10\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C111", "31A4", "31D231", "13C21"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C111\", \"31A4\", \"31D231\", \"13C21\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["31A181", "31A184", "21A15", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A181\", \"31A184\", \"21A15\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A023", "31A051", "48A43", "48A441"], "valid_json": true, "hf1": 0.07918781725888324, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A051\", \"48A43\", \"48A441\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "5161", "5162", "5172"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"5161\", \"5162\", \"5172\"]}", "finish": "stop"}, {"codes": ["16G99", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G99\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38C30", "48A28", "48C40"], "valid_json": true, "hf1": 0.06333333333333334, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38C30\", \"48A28\", \"48C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A1", "48B3"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A1\", \"48B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "20F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.024844838680482352, "best_hf1": 0.09468599033816426, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A1", "11A16", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12B24", "12F52(DRAWING)", "13C21", "15B20", "16G99", "20F9", "21A15", "305B", "30A12A", "30A12B", "30A12C", "30B10", "30B3", "30B6", "31A023", "31A051", "31A1002", "31A12", "31A181", "31A184", "31A235", "31A4", "31B112", "31D231", "31J03", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C111", "32C2", "32C26", "33A4", "35B5", "36A1621", "36D1", "36D2", "36D3", "36D6", "37B232", "37B248", "38C30", "3B104", "3B113", "3B132", "45E04", "45E22", "45E246", "45E406", "45E512", "48A1", "48A244", "48A28", "48A43", "48A441", "48B3", "48C40", "5161", "5162", "5172", "51C45", "53A", "59A14011", "59A14411", "59C21111", "59C42", "6K15163"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 732, "gt_codes": ["25I151", "25II244", "46C223", "48C24"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "59G45(WITH PEOPLE)", "63A13(ARCHAIC NARRATIVE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FROM 2 SPECTATORS)\", \"59G45(WITH PEOPLE)\", \"63A13(ARCHAIC NARRATIVE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H40411", "31A51213", "48A31501"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H40411\", \"31A51213\", \"48A31501\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS), (24A12A)WREATH", "24A12", "24A23", "24A24", "24A247", "24E42", "24E43", "24G49"], "valid_json": true, "hf1": 0.1294396551724138, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS), (24A12A)WREATH\", \"24A12\", \"24A23\", \"24A24\", \"24A247\", \"24E42\", \"24E43\", \"24G49\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E1615", "31A27", "05331"], "valid_json": true, "hf1": 0.15200000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E1615\", \"31A27\", \"05331\"]}", "finish": "stop"}, {"codes": ["31A023", "31A251", "44A43", "46A181"], "valid_json": true, "hf1": 0.15000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A023\", \"31A251\", \"44A43\", \"46A181\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3", "50F11", "50F26"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3\", \"50F11\", \"50F26\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D26(COURT)", "22C3250(FORCED VIEW)", "39A####(ARCHITECTURAL STRETCHED fovsl SYMMETRIC SCENE)", "31E####(ARCHITECTURAL AND NATURAL LANDSCAPE)", "42C41(SYMMETRIC)", "42C515(EDEN)", "42C571(DOGA)", "42C2250(WATER)", "42C132"], "valid_json": true, "hf1": 0.15839932603201345, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D26(COURT)\", \"22C3250(FORCED VIEW)\", \"39A####(ARCHITECTURAL STRETCHED fovsl SYMMETRIC SCENE)\", \"31E####(ARCHITECTURAL AND NATURAL LANDSCAPE)\", \"42C41(SYMMETRIC)\", \"42C515(EDEN)\", \"42C571(DOGA)\", \"42C2250(WATER)\", \"42C132\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.17882352941176471, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06773619129579639, "best_hf1": 0.17882352941176471, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E1615", "11E18", "11F16", "11F2", "11H112", "11H118", "11H166", "11H168", "11H24", "11H28", "11H743", "121D26(COURT)", "15B20", "16G97", "1B104", "1B113", "22C3250(FORCED VIEW)", "23F9", "24A12", "24A12A(LOCKS), (24A12A)WREATH", "24A23", "24A24", "24A247", "24E42", "24E43", "24G49", "25G98", "25G99", "28D32", "31A023", "31A1002", "31A12", "31A132", "31A235", "31A251", "31A27", "31A51213", "31A781", "31D11", "31D16", "31E####(ARCHITECTURAL AND NATURAL LANDSCAPE)", "31F12", "31H40411", "31J84011", "31J88911", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33B1", "36A1621", "36D1", "36D2", "36D3", "36D6", "39A####(ARCHITECTURAL STRETCHED fovsl SYMMETRIC SCENE)", "41B1", "41B3", "42C132", "42C2250(WATER)", "42C41(SYMMETRIC)", "42C515(EDEN)", "42C571(DOGA)", "43A3", "44A43", "46A181", "47C1511", "48A244", "48A31501", "50F11", "50F26", "51C45", "51F13", "51G6", "51M5", "59G14(GRUNGE FORM)", "59G24(FROM 2 SPECTATORS)", "59G45(WITH PEOPLE)", "63A13(ARCHAIC NARRATIVE)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 733, "gt_codes": ["23R13", "23T27(VICTORIAN)", "23T27(XIX)", "31A235", "31A5341", "31D1(+74)", "31D14", "31D15", "33A12", "41A1", "41A223", "41A711", "41A72111", "41A773", "41A774", "41B313", "41C11", "41C12", "41C311", "41C312"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANK MAT)", "25C22(BOPPY)", "56K15(TABLE)", "63L44", "63L42", "63Q24"], "valid_json": true, "hf1": 0.029268292682926834, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANK MAT)\", \"25C22(BOPPY)\", \"56K15(TABLE)\", \"63L44\", \"63L42\", \"63Q24\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.09111969111969113, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "89V220", "212M63"], "valid_json": true, "hf1": 0.21709236031927026, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"89V220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["74A12A(INTERIOR),", "74A33A(ROOM) WITH SEATING (INTERIOR),", "832C0(FURNISHINGS - SMALL HOUSING) -", "7530E(FURNISHINGS - CUPS AND SAUCERS) -", "49C11", "49C41"], "valid_json": true, "hf1": 0.08170377541142304, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"74A12A(INTERIOR),\", \"74A33A(ROOM) WITH SEATING (INTERIOR),\", \"832C0(FURNISHINGS - SMALL HOUSING) -\", \"7530E(FURNISHINGS - CUPS AND SAUCERS) -\", \"49C11\", \"49C41\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.09952380952380953, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.20936842105263162, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"86A162(AFTERNOON FROM 11 A M TO 4 P M)\", \"33B1(dinner)\", \"33B213(LARGE TABLE)\", \"33C120(KITCHEN-Floor)]\"}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.04137931034482759, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "40L115", "24D24", "14G41"], "valid_json": true, "hf1": 0.11596638655462185, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"40L115\", \"24D24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(ROUND TABLE)", "9B117"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(ROUND TABLE)\", \"9B117\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(INDOOR RESIDENCE)", "51T362"], "valid_json": true, "hf1": 0.12395437262357419, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(INDOOR RESIDENCE)\", \"51T362\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.21968085106382979, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "418A", "41B32"], "valid_json": true, "hf1": 0.19298523586604252, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"418A\", \"41B32\"]}", "finish": "stop"}, {"codes": ["121D2(DIGG)", "121C32(BACKPACK OR BAG)", "159A####(MUG)", "159A####(CRANE)", "159A####(CUP)", "262F25(PARALLI)", "262F47(EASTER)", "444B45(GEDYE)", "444A71(DIGG)", "444A25(DIGG)", "444A32(DIGG)", "444A71(DIGG)"], "valid_json": true, "hf1": 0.12483101391650102, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGG)\", \"121C32(BACKPACK OR BAG)\", \"159A####(MUG)\", \"159A####(CRANE)\", \"159A####(CUP)\", \"262F25(PARALLI)\", \"262F47(EASTER)\", \"444B45(GEDYE)\", \"444A71(DIGG)\", \"444A25(DIGG)\", \"444A32(DIGG)\", \"444A71(DIGG)\"]}", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.04615384615384616, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.09956421041456222, "best_hf1": 0.21968085106382979, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "121C32(BACKPACK OR BAG)", "121D2(DIGG)", "12D489", "14G41", "159A####(CRANE)", "159A####(CUP)", "159A####(MUG)", "15B14(BANK MAT)", "15B20", "16G97", "20A45", "20F93", "212M63", "24D24", "25C22(BOPPY)", "262F25(PARALLI)", "262F47(EASTER)", "2E198", "2E199", "31A1002", "31A12", "31D11", "31J84", "32A107", "32A195", "32B107", "32B114", "32B128", "32B15", "33B1", "40L115", "418A", "41B32", "444A25(DIGG)", "444A32(DIGG)", "444A71(DIGG)", "444B45(GEDYE)", "44E51", "45E84", "47C1511", "47I34", "49C11", "49C41", "51T362", "56K15(TABLE)", "59G14(GROUP)", "63L42", "63L44", "63Q24", "73A", "74A12A(INTERIOR),", "74A33A(ROOM) WITH SEATING (INTERIOR),", "7530E(FURNISHINGS - CUPS AND SAUCERS) -", "832C0(FURNISHINGS - SMALL HOUSING) -", "89V220", "92L42", "99K4(INDOOR RESIDENCE)", "9B104", "9B113", "9B114(ROUND TABLE)", "9B117", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 734, "gt_codes": ["11F42", "11F6"], "greedy": {"codes": ["30B11", "30B12", "30B13", "30B14"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"30B11\",\n \"30B12\",\n \"30B13\",\n \"30B14\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BODY MATTER)", "19C211(EAR)", "15B51(THOUGHT)"], "valid_json": true, "hf1": 0.16795620437956205, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BODY MATTER)\", \"19C211(EAR)\", \"15B51(THOUGHT)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J8401", "31J8402", "30B2212"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J8401\", \"31J8402\", \"30B2212\"]}", "finish": "stop"}, {"codes": ["30A12", "30B51", "30C34", "30C36", "30C37", "30W51", "48C4", "75L6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30B51\", \"30C34\", \"30C36\", \"30C37\", \"30W51\", \"48C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.38663793103448274, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36A1668", "36A1633", "36A1625", "36A1659"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36A1668\", \"36A1633\", \"36A1625\", \"36A1659\"]}", "finish": "stop"}, {"codes": ["31A235", "54E34", "52I515", "11A16"], "valid_json": true, "hf1": 0.15918367346938778, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"54E34\", \"52I515\", \"11A16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "630E", "631A"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"630E\", \"631A\"]}", "finish": "stop"}, {"codes": ["3B104", "3B113", "3B132", "5161", "5162", "5172"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104\", \"3B113\", \"3B132\", \"5161\", \"5162\", \"5172\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL CREATION)"], "valid_json": true, "hf1": 0.06638297872340426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL CREATION)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "48A97000", "48A9822"], "valid_json": true, "hf1": 0.06638297872340426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"48A97000\", \"48A9822\"]}", "finish": "stop"}, {"codes": ["11H18", "11E12", "31B2", "48B16", "48A181"], "valid_json": true, "hf1": 0.2269090909090909, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H18\", \"11E12\", \"31B2\", \"48B16\", \"48A181\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "116A23", "55B25"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"116A23\",\n \"55B25\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.08970985119650586, "best_hf1": 0.38663793103448274, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["116A23", "11A16", "11E12", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H18", "11H413", "11H743", "15B14(BODY MATTER)", "15B20", "15B51(THOUGHT)", "16G97", "19C211(EAR)", "23F9", "30A12", "30B2212", "30B51", "30C34", "30C36", "30C37", "30W51", "31A0231", "31A0272", "31A1002", "31A12", "31A235", "31B2", "31D11", "31D16", "31J8401", "31J8402", "32A107", "32A195", "32B107", "32B114", "32B15", "33B1", "33D2", "34A31", "36A1621", "36A1625", "36A1633", "36A1659", "36A1668", "3B104", "3B113", "3B132", "41A128", "44E51", "47C1511", "47I34", "48A181", "48A244", "48A97000", "48A9822", "48B16", "48C4", "5161", "5162", "5172", "51B101", "51C45", "52I515", "54A110", "54E34", "55B25", "59B105", "59G14(GROUP)", "630E", "631A", "75L6", "99K4(ORIGINAL CREATION)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 735, "gt_codes": ["25H11", "25H213", "25I12", "31A25112", "41D263", "43B16", "46C145(+78)", "86(B\u00c4UME DICH IMMER NOCH SO HOCH AUF, DU BIST DOCH DEM HIMMEL FERN)", "86(MONTES)", "86(QUAMVIS ALTUS, PROCUL ATTAMEN ASTRIS)"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)", "59G30(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\", \"59G30(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.06514285714285716, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011", "31J88911", "31F12", "31H404"], "valid_json": true, "hf1": 0.07255813953488373, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011\", \"31J88911\", \"31F12\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A20A(PORE)", "24C1A(ETUIT DE BOULET)", "24W5001"], "valid_json": true, "hf1": 0.09203883495145633, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(PORE)\", \"24C1A(ETUIT DE BOULET)\", \"24W5001\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.10363636363636361, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "36D1", "36D2", "36D3", "36D6"], "valid_json": true, "hf1": 0.034545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"36D1\", \"36D2\", \"36D3\", \"36D6\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "11E16"], "valid_json": true, "hf1": 0.06259946949602123, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"11E16\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.24077972709551657, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["1B104(19THCENTILITY)", "21D322", "2113(16THC-17THCENSITY)", "2113(10TH-17THC)", "2113(14THC-16THC)"], "valid_json": true, "hf1": 0.08426415094339622, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THCENTILITY)\", \"21D322\", \"2113(16THC-17THCENSITY)\", \"2113(10TH-17THC)\", \"2113(14THC-16THC)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A23", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.033928571428571426, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A23\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.06, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": 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"{\"iconclass-codes\": [\"48A2181\", \"48G3151\", \"48F415\", \"48D1\", \"48A1121\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.07367222395467976, "best_hf1": 0.24077972709551657, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A02", "11A1", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11F31", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D26(COURIER)", "15B20", "16G97", "1B104(19THCENTILITY)", "2113(10TH-17THC)", "2113(14THC-16THC)", "2113(16THC-17THCENSITY)", "21D322", "22B1590", "22C3250", "24A12A(LOCKS)", "24A20A(PORE)", "24C1A(ETUIT DE BOULET)", "24W5001", "2E198", "2E199", "31A0231", "31A0272", "31A1002", "31A12", "31D11", "31D16", "31F12", "31H404", "31J84011", "31J88911", "32A107", "32A19", "32A23", "32B107", "32B114", "32B15", "32C2", "32C26", "33A17", "33B1", "34A31", "36A1621", "36D1", "36D2", "36D3", "36D6", "41A128", "41B1", "41B3", "47C1511", "48A1121", "48A2181", "48D1", "48F415", "48G3151", 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"hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B11\", \"20B11\", \"20B11\"]}"}, "samples": [{"codes": ["59G14(Germanic-\u00adchristian\u00e8)", "49I22(MUNICH)", "11A15(Metropolis)", "13B13(ARCHA", "11C42", "12B24"], "valid_json": true, "hf1": 0.05686274509803922, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germanic-\u00adchristian\u00e8)\", \"49I22(MUNICH)\", \"11A15(Metropolis)\", \"13B13(ARCHA\", \"11C42\", \"12B24\"]}", "finish": "stop"}, {"codes": ["22A107", "35B2", "35C7", "52A9"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"35B2\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03011(Script)", "31J03020(Briting)", "21A01", "21A03", "21B12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(Script)\", \"31J03020(Briting)\", \"21A01\", \"21A03\", \"21B12\"]}", "finish": "stop"}, {"codes": ["24A12A(ILLUSTRATION IN PRINTOR BOOK)", "33A(BRICKWORK ARCH)", "33C23", "33C25(TRIBUN)", "33H17(ARCHITECT)", "220B9400"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ILLUSTRATION IN PRINTOR BOOK)\", \"33A(BRICKWORK ARCH)\", \"33C23\", \"33C25(TRIBUN)\", \"33H17(ARCHITECT)\", \"220B9400\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "19A16", "5H12", "5A7"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"19A16\", \"5H12\", \"5A7\"]}", "finish": "stop"}, {"codes": ["48C1511", "11H24", "11H28", "33A17"], 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It might imply everyday life or common activities depicted through various elements like signage and agricultural items. The term 'EDUCATIONAL EDUCATIONAL MATERIAL' could refer to this image's potential use in teaching about history, architecture, or daily life in historical contexts.\"}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H24", "11H28", "33A17"], "valid_json": true, "hf1": 0.05428571428571429, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H24\", \"11H28\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": 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"finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51F13", "51G6", "51M5"], "valid_json": true, "hf1": 0.04222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51F13\", \"51G6\", \"51M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "43A3701", "44A8", "44C40"], "valid_json": true, "hf1": 0.07600000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"43A3701\", \"44A8\", \"44C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.05846153846153846, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVELY OR ASCENDING VIEW)", "15E116(ACTUAL LITERARY OR PICTORIAL WORK)", "15F31(DIGRESSIVE OR INDIRECT VIEW)", "22C212(ROUTED, CROWS, SEA BIRDS)", "33815(BATRACIDIA (FEDYE))"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVELY OR ASCENDING VIEW)\", \"15E116(ACTUAL LITERARY OR PICTORIAL WORK)\", \"15F31(DIGRESSIVE OR INDIRECT VIEW)\", \"22C212(ROUTED, CROWS, SEA BIRDS)\", \"33815(BATRACIDIA (FEDYE))\"]}", "finish": "stop"}, {"codes": ["46A218", "46A93", "46C589", "46D45"], "valid_json": true, "hf1": 0.09936305732484076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"46A218\", \"46A93\", \"46C589\", \"46D45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.049150247554109024, "best_hf1": 0.13111111111111112, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E16", "11E1615", "11E18", "11E2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGRESSIVELY OR ASCENDING VIEW)", "15B20", "15E116(ACTUAL LITERARY OR PICTORIAL WORK)", "15F31(DIGRESSIVE OR INDIRECT VIEW)", "163A05", "16G97", "1B104", "1B113", "22C212(ROUTED, CROWS, SEA BIRDS)", "25G98", "25G99", "27A107", "28D32", "31A1002", "31A12", "31A51213", "31B17", "31D11", "31F12", "31H40411", "31J84011", "31J88911", "32A19", "32A43", "32B15", "32C2", "32C26", "33815(BATRACIDIA (FEDYE))", "33A17", "33B1", "35B2", "35C7", "36A1621", "36D1", "36D2", "36D3", "36D6", "41B1", "41B3", "43A3701", "44A8", "44C40", "46A218", "46A93", "46C589", "46D45", "47C1511", "48A433", "51F13", "51G6", "51M5", "52A9", "59G11(GRUNGE WALKWAY)", "59G14(GRUNGE FORM)", "59G24(GRUNGE ARCH)", "601A11", "60A3", "63A13(ARCH)", "72A023", "72A051", "81A08"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 744, "gt_codes": ["44G511", "44G34"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B11\",\n \"10B11\",\n \"10B11\"\n ]\n}\n```"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "59G111(BIODATA/PROFILE/CRONOS)", "59G11", "59G12", "59G24(FREE STYLE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FREE STYLE)\", \"59G111(BIODATA/PROFILE/CRONOS)\", \"59G11\", \"59G12\", \"59G24(FREE STYLE)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "89V22", "89V246"], "valid_json": true, "hf1": 0.07959183673469389, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"89V22\", \"89V246\"]}", "finish": "stop"}, {"codes": ["24A12A(ILLUSTRATION FOR TEXTORPRINT)", "33A(BRUTAL KILLING)", "33A23(ACT FORWIRE)", "33A235(USE OF POISON FOR KILLING)", "39B105(PRETENDING TO BE ONE WHO IS NOT]", "48A61(READING)", "92L41"], "valid_json": true, "hf1": 0.04984025559105431, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(ILLUSTRATION FOR TEXTORPRINT)\", \"33A(BRUTAL KILLING)\", \"33A23(ACT FORWIRE)\", \"33A235(USE OF POISON FOR KILLING)\", \"39B105(PRETENDING TO BE ONE WHO IS NOT]\", \"48A61(READING)\", \"92L41\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A062(Antoine)", "77A(ANTHOINE)", "77A3(Antoine)", "36A(DOL)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A062(Antoine)\", \"77A(ANTHOINE)\", \"77A3(Antoine)\", \"36A(DOL)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L165", "24J24", "14G41"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L165\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANTAR FLOX)\", \"9B119\", \"9B105(SHELF)\", \"9B112(FRESH WATER)\", \"9B107(PURE WATER)\", \"9B106(WASH WATER)\"], \"C\": {}, \"decorated-driving-drummer\": 9B104, \"embroidered-carpet\": 23C0010, \"embroidered-under-shawl\": 9B113, \"frame-with-palm-leaves-and-anchor\": 23C0006, \"inset-story-with-black-and-white-figurative-scene\": 43G22, \"inset-story-with-coloured-figurative-scene\": 43G20, \"inset-story-with-object\": 43A07, \"inset-story-with-onion\": 9B132, \"leaf-with-a-stem\": 211E022, \"mat\": 31D64, \"peacock-plumage-with-five-tails\": 093I012, \"plant-with-reticulated-leaf\": 202F012, \"polishing-leaf\": 9B114(PLANTAR FLOX), \"polygon-drilled-with-oval-holes-leaf\": 202F029, \"rubber-plant\": 9B119, \"static-stream-of-water\": 9B105(SHELF), \"story-with-holly-leaves\": 211I019, \"story-of-forbidden-fruits\": 9B112(FRESH WATER), \"story-with-leaf\": 202E039, \"story-with-neutral-hint-domain\": 9B110, \"story-of-delivery-of-objects-with-three-figures\": 211E051, \"story-with-oak\": 9B118, \"story-of-swimming-in-sea\": 211I101, \"story-of-water-wheel\": 9B107(PURE WATER), \"story-with-two-foreign-figures\": 9B106(WASH WATER)}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.09936305732484076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"124D2(DIGRESSIVE)\", \"124D230,124B159(####)**,124D230,124B159(GESTURE,124B159(GESTURE)**, \"53A234\", \"47381\", \"48B15230,124B159(DIGRESSIVE)\"}]}", "finish": "stop"}, {"codes": ["48A2185", "48G315(POSTER)", "92C20", "921", "21A17"], "valid_json": true, "hf1": 0.11142857142857143, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"48A2185\", \"48G315(POSTER)\", \"92C20\", \"921\", \"21A17\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.034458427011891966, "best_hf1": 0.12666666666666665, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A1", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "14G41", "15B20", "16G97", "21A17", "24A12A(ILLUSTRATION FOR TEXTORPRINT)", "24J24", "2E198", "2E199", "30L165", "31D11", "31D16", "31J03", "32A107", "32A19", "32A43", "32B107", "32B114", "32B15", "32C2", "32C26", "33A(BRUTAL KILLING)", "33A10", "33A100", "33A102", "33A12", "33A23(ACT FORWIRE)", "33A235(USE OF POISON FOR KILLING)", "33A26", "33B15", "33C17", "33C30", "36A(DOL)", "36A062(Antoine)", "39B105(PRETENDING TO BE ONE WHO IS NOT]", "41B1", "41B3", "41K28", "42C40", "45E04", "47C1511", "48A2185", "48A61(READING)", "48G315(POSTER)", "59G11", "59G111(BIODATA/PROFILE/CRONOS)", "59G12", "59G14(GRUNGE FORM)", "59G24(FREE STYLE)", "77A(ANTHOINE)", "77A3(Antoine)", "89V22", "89V246", "921", "92C20", "92L41", "92L42"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 745, "gt_codes": ["44D4", "42D1", "46A12", "42D3121(+0)"], "greedy": {"codes": ["10B11", "10B11", "10B11", "10B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\"]}"}, "samples": [{"codes": ["59G14(Germany)", "59P4049(Ritual)", "59X1113(Mask/Attire)", "63N13(Comedy)", "63N1252(Tragedy)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(Germany)\", \"59P4049(Ritual)\", \"59X1113(Mask/Attire)\", \"63N13(Comedy)\", \"63N1252(Tragedy)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "32B128"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"32B128\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "19B220", "212M63"], "valid_json": true, "hf1": 0.07938144329896908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"19B220\", \"212M63\"]}", "finish": "stop"}, {"codes": ["24A12A(cover-pages),24A12A(has text),24A12A(on sheet),24A12A(drawings),25H4(CLOTHES),25H5(GLOVES),42M909(CHARIOT CAR)", "44D111", "44F411"], "valid_json": true, "hf1": 0.3, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(cover-pages),24A12A(has text),24A12A(on sheet),24A12A(drawings),25H4(CLOTHES),25H5(GLOVES),42M909(CHARIOT CAR)\", \"44D111\", \"44F411\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.13162393162393166, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10", "33A26", "33A100", "33A102", "33C17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\", \"33A26\", \"33A100\", \"33A102\", \"33C17\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DRESS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DRESS)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANTAR FLESCH)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANTAR FLESCH)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19", "32A43", "32B15", "32C2", "32C26"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\", \"32A43\", \"32B15\", \"32C2\", \"32C26\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"138L30(LONG)\", \"138Q8\"], \"infos\"
Sorry for not understanding what you want.
(Within reason).
\"}, \"Can I rephrase what you want? Talk to an AI model engineer if correct.\"}, \"I appreciate your request, but I try to answer as a servant robot. If my function isn't serving you, please try another query.\"}, \"I can't do that.\", \"I can't do that.\", \"I can't do that.\"}, \"I'll try my best!

You want me to serve you. What's your order? My good, noble lady!\", \"Sorry for not understanding what you want.
(Within reason).\"}, \" \u56fe\u6848\u3001\u5370\u5237\u54c1 > \u63d2\u56fe\u3001\u79d1\u5b66\u3001\u533b\u5b66\"}", "finish": "stop"}, {"codes": ["25G98", "25G98", "11E1515", "11E152", "11E157", "05S31"], "valid_json": true, "hf1": 0.2, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G98\", \"11E1515\", \"11E152\", \"11E157\", \"05S31\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A434", "16D06", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A434\", \"16D06\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "51613"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"51613\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "418A", "41B3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"418A\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DIGITAL REVOLUTION)", "25C235", "25C239"], "valid_json": true, "hf1": 0.30400000000000005, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGITAL REVOLUTION)\", \"25C235\", \"25C239\"]}", "finish": "stop"}, {"codes": ["11A238", "23F93", "12D48"], "valid_json": true, "hf1": 0.1, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A238\", \"23F93\", \"12D48\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.06174612403100776, "best_hf1": 0.30400000000000005, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05S31", "11A1", "11A238", "11E12", "11E1515", "11E152", "11E157", "11E16", "11E18", "11E2", "11H(FRANCIS)", "11H118", "11H119", "11H168", "11H169", "11H743", "11K(AQUARY)(ATLANTA)", "12D48", "12F52(DIGITAL REVOLUTION)", "14C19", "15B20", "16D06", "16G97", "17H(GECOLOURSED)", "18A10", "19V220", "1B104", "1B113", "212M63", "23F93", "24A12A(TEMPER AQUARELA)", "24A13(WATERCOLOUR)", "24A22(BRITAINE)", "24A24(CONTREtemps)", "25C235", "25C239", "25G98", "27A107", "28D32", "29B940", "31A132", "31A181", "31D11", "31J03", "32A19", "33A10", "33A100", "33A102", "33A12", "33A26", "33B15", "33C17", "33C30", "35B20", "35C315", "35C316", "418A", "41B3", "41K28", "42C40", "453H4", "47C1511", "497A23(COLLECTED DIAGRAM OF SECTIONED BODY)", "51613", "51A30(DIAGRAM WITH EXPLANATORY TEXT)", "59114(GROSS ANATOMICAL PORTRAIT)", "72A023", "72A051", "72A433", "72A434"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 772, "gt_codes": ["11P44331"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n[\n\t\"30B11\",\n\t\"30B12\",\n\t\"30B13\",\n\t\"30B14\",\n\t\"30B15\",\n\t\"30B16\",\n\t\"30B17\",\n\t\"30B18\",\n\t\"30B19\",\n\t\"30B20\",\n\t\"30B21\",\n\t\"30B22\",\n\t\"30B23\",\n\t\"30B24\",\n\t\"30B25\",\n\t\"30B26\",\n\t\"30B27\",\n\t\"30B28\",\n\t\"30B29\",\n\t\"30B30\",\n\t\"30B31\",\n\t\"30B32\",\n\t\"30B33\",\n\t\"30B34\",\n\t\"30B35\",\n\t\"30B36\",\n\t\"30B37\",\n\t\"30B38\",\n\t\"30B39\",\n\t\"30B40\",\n\t\"30B41\",\n\t\"30B42\",\n\t\"30B43\",\n\t\"30B44\",\n\t\"30B45\",\n\t\"30B46\",\n\t\"30B47\",\n\t\"30B48\",\n\t\"30B49\",\n\t\"30B50\",\n\t\"30B51\",\n\t\"30B52\",\n\t\"30B53\",\n\t\"30B54\",\n\t\"30B55\",\n\t\"30B56\",\n\t\"30B57\",\n\t\"30B58\",\n\t\"30B59\",\n\t\"30B60\",\n\t\"30B61\",\n\t\"30B62\",\n\t\"30B63\",\n\t\"30B64\",\n\t\"30B65\",\n\t\"30B66\",\n\t\"30B67\",\n\t\"30B68\",\n\t\"30B69\",\n\t\"30B70\",\n\t\"30B71\",\n\t\"30B72\",\n\t\"30B73\",\n\t\"30B74\",\n\t\"30B75\",\n\t\"30B76\",\n\t\"30B77\",\n\t\"30B78\",\n\t\"30B79\",\n\t\"30B80\",\n\t\"30B81\",\n\t\"30B82\",\n\t\"30B83\",\n\t\"30B84\",\n\t\"30B85\",\n\t\"30B86\",\n\t\"30B87\",\n\t\"30B88\",\n\t\"30B89\",\n\t\"30B90\",\n\t\"30B91\",\n\t\"30B92\",\n\t\"30B93\",\n\t\"30B94\",\n\t\"30B95"}, "samples": [{"codes": ["59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "59G11(GRUNGE FORM)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(GRUNGE FORM)\", \"59G11(GRUNGE FORM)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J83", "45E84", "19B220", "212"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J83\", \"45E84\", \"19B220\", \"212\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A20A(FEMALE)\", \"24A33A(HEAD)\", \"24A33(FEMALE)\", \"24D810(FEMALE)], \"24D814A(MEN]\", \"24D812(MARRIAGE)(MARRIAGE)\", \"44A17(BREAD)\", \"44D24(PHARMACOPEIA)]\", \"48A19110(SHADOW)]\", \"48C24540(UNKNOWN), \"48C56VISCER]\", \"48C63003(DEADY\", \"48C95300(SICK)\", \"48C96900(DY)\", \"48C98A00(P Reste Rust].\"", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H166", "11H168", "31A132", "31A781"], "valid_json": true, "hf1": 0.3166666666666666, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H166\", \"11H168\", \"31A132\", \"31A781\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.2533333333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(Antoine)\", \"77A68(Antoine)\", \"77A38(Antoine)\", \"77A633(Coel)\", \"77A320(Kok\", \"77A919(Kink)\", \"77A924(Knapel)\", \"77A861(Macklin et Rolin)\", \"77A830(Mferenz)\", \"77A337(Kristensen)\", \"77A16(Macness)\", \"77A65(Ek\")]", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.25333333333333335, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L165", "24J24", "13G41"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L165\", \"24J24\", \"13G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANT)],"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANT)],\"]}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.12666666666666665, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["20C33", "21B10", "15A13"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"20C33\", \"21B10\", \"15A13\"]}\n```", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "48A125"], "valid_json": true, "hf1": 0.34545454545454546, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"48A125\"]}", "finish": "stop"}, {"codes": ["33D2", "51B101", "54A110", "59B105", "11B02", "32D2", "27F1", "81C4"], "valid_json": true, "hf1": 0.08444444444444445, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"33D2\",\n \"51B101\",\n \"54A110\",\n \"59B105\",\n \"11B02\",\n \"32D2\",\n \"27F1\",\n \"81C4\"\n ]\n}\n```", "finish": "stop"}, {"codes": ["11A218", "20F93", "12D489", "20A45"], "valid_json": true, "hf1": 0.2072727272727273, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"20F93\", \"12D489\", \"20A45\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11463573232323232, "best_hf1": 0.34545454545454546, "mean_code_recall": 0.0, "distinct_sets": 15, "union_codes": ["05331", "11A1", "11A218", "11B02", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H166", "11H168", "11H743", "12D489", "13G41", "15A13", "16G97", "19B220", "20A45", "20C33", "20F93", "212", "21B10", "24J24", "27F1", "2E198", "2E199", "30L165", "31A1002", "31A12", "31A132", "31A781", "31D16", "31J83", "32A107", "32A19", "32B107", "32B114", "32B15", "32D2", "33D2", "45E84", "47C1511", "48A125", "51B101", "54A110", "59B105", "59G11(GRUNGE FORM)", "59G14(GRUNGE FORM)", "59G24(GRUNGE FORM)", "81C4", "92L42", "9B104", "9B113", "9B114(PLANT)],", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 773, "gt_codes": ["11H(SEVERINUS)", "11Q713", "11Q714113", "49G231"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", \"30B67\", \"30B68\", \"30B69\", \"30B70\", \"30B71\", \"30B72\", \"30B73\", \"30B74\", \"30B75\", \"30B76\", \"30B77\", \"30B78\", \"30B79\", \"30B80\", \"30B81\", \"30B82\", \"30B83\", \"30B84\", \"30B85\", \"30B86\", \"30B87\", \"30B88\", \"30B89\", \"30B90\", \"30B91\", \"30B92\", \"30B93\", \"30B94\", \"30B95\", \"30B96\", \"30B97\", \"30B98\", \"30B99\", \"30BA0\", \"30BA1\", \"30BA2\", \"30BA3\", \"30BA4\", \"30BA5\", \"30BA6\", \"30BA7\", \"30BA8\", \"30BA9\", \"30BAB\", \"30BAC\", \"30BAD\", \"30BAE\", \"30BAF\", \"30BB0\", \"30BB1\", \"30BB2\", \"30BB3\", \"30BB4\", \"30BB5\", \"30BB6\", \"30BB7\", \"30"}, "samples": [{"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GRUNGE FORM)\", \"59G24(FIREDRESS)\", \"59G11(BIODATA/ECOLOGY)\", \"59G13(ARCHAEOLOGICAL)]\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84011(SAN SEVERINUS)", "31J47", "31J63012", "31J63015"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84011(SAN SEVERINUS)\", \"31J47\", \"31J63012\", \"31J63015\"]}", "finish": "stop"}, {"codes": ["24A12A(CHRISTENSE)", "24A33A(CHRISTENSE)", "24B3B(CHRISTENSE)", "24B5A4(CHRISTENSE)", "17H30", "42M90", "42K12"], "valid_json": true, "hf1": 0.11399999999999999, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(CHRISTENSE)\", \"24A33A(CHRISTENSE)\", \"24B3B(CHRISTENSE)\", \"24B5A4(CHRISTENSE)\", \"17H30\", \"42M90\", \"42K12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.4239669421487603, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "114C1", "115A8", "33A17"], "valid_json": true, "hf1": 0.2770833333333333, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"114C1\", \"115A8\", \"33A17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A1621", "33D1", "35A23", "33A8", "33D3(DOCTOR)", "33E25"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A1621\", \"33D1\", \"35A23\", \"33A8\", \"33D3(DOCTOR)\", \"33E25\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.23438356164383564, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["72A023", "72A051", "72A433", "72A438", "16D04", "18A10"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"72A023\", \"72A051\", \"72A433\", \"72A438\", \"16D04\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104", "1B113", "28D32", "5161", "5162", "28D25"], "valid_json": true, "hf1": 0.0876923076923077, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"28D32\", \"5161\", \"5162\", \"28D25\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(CHRISTIANITY)"], "valid_json": true, "hf1": 0.1425, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(CHRISTIANITY)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], 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"finish": "stop"}, {"codes": ["25G98", "25G99", "11E1515", "11E162", "11E167", "05S31"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25G98\", \"25G99\", \"11E1515\", \"11E162\", \"11E167\", \"05S31\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B113(PLATE)\", \"9B113[CREDITED]\", \"9B110(SETE)]\"}", "finish": "stop"}, {"codes": ["16G97", "32A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B15", "33C30", "41K28", "42C40"], "valid_json": true, "hf1": 0.14500000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B15\", \"33C30\", \"41K28\", \"42C40\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11E2", "11E16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.1647469458987784, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11E2\", \"11E16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37K23250"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37K23250\"]}", "finish": "stop"}, {"codes": ["11A218", "23F93", "12C589"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F93\", \"12C589\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03323992391459202, "best_hf1": 0.1647469458987784, "mean_code_recall": 0.0, "distinct_sets": 14, "union_codes": ["05S31", "11A1", "11A218", "11E12", "11E1515", "11E16", "11E162", "11E167", "11E18", "11E2", "11H24", "11H28", "12C589", "12F52(DRAWING)", "15B20", "16G97", "212M63", "21H118", "21H168", "21H413", "21H582", "21H743", "21H96", "23F93", "24A12A(LOCKS DUCT)", "24A33A(LOCKS)", "24A34", "24A36", "24A39", "24A41", "24A44", "24A45", "24A46", "25G98", "25G99", "27A107", "31D11", "31J03", "32A19", "33A10", "33A100", "33A102", "33A12", "33A17", "33A26", "33B15", "33C17", "33C30", "35B20", "37K23250", "41B1", "41B3", "41K28", "42C40", "45E04", "47C1511", "59E49(FOLIO)", "59G14(GAMBLING)", "59G37(DROLL)", "59U11(FOLIO)", "59U24(FOLIO)", "59U7(FOLIO)", "89V220", "92L39"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 776, "gt_codes": ["41A671"], "greedy": {"codes": ["30B11", "30B11", "30B11", "30B11", "30B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B11\", \"30B11\", \"30B11\", \"30B11\"]}"}, "samples": [{"codes": ["59G14(GROUPED FORMS)", "59G49(RANGE OF SPECTRUM 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\"59H31(GROUPED FLOWERS)\", \"59H35(ARRAY OF FLOWERS)\", \"59H36(ARRAY OF BUSH TREES)\", \"59H37(ARRAY OF FLOWER HEARTH RATTAN OR WOOD)\", \"59H38(BASKET OF FLOWERS)\", \"59H39(BOUQUET OF FLOWERS)\", \"59H46(VASE OF FLOWERS AND THINGS)\", \"59H47(FLOWERS IN A VASE)\", \"59H48(BOTTLE OF FLOWERS OR PLANTS)\", \"59H49(GARDENS)\", \"59H53(BARREL OF FLOWERS AND FRUIT)\", \"59H59(VASES)\", \"59J7(DARK colour)\", \"59J8(green dark color)\", \"59K1(Reddish-Brown color)\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "30F238"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"30F238\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04", "45E22", "45E246", "45E406", "45E512"], "valid_json": true, "hf1": 0.1798165137614679, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\", \"45E22\", \"45E246\", \"45E406\", \"45E512\"]}", "finish": "stop"}, {"codes": ["30A12", "30F51", "30L34", "30Q16", "30R32", "30W51", "48C4", "75L6"], "valid_json": true, "hf1": 0.042222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30A12\", \"30F51\", \"30L34\", \"30Q16\", \"30R32\", \"30W51\", \"48C4\", \"75L6\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["32C1511", "31H24", "32H28", "32L17"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32C1511\", \"31H24\", \"32H28\", \"32L17\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A162(A1)", "37J", "37L", "37P33(FLOWER ARRANGMENTS)", "37P34(INDOOR FLOWER ARRANGEMENTS)", "37P36(INDOOR FLOWER ARRANGEMENTS IN GLASSES, BOWLS OR JARS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A162(A1)\", \"37J\", \"37L\", \"37P33(FLOWER ARRANGMENTS)\", \"37P34(INDOOR FLOWER ARRANGEMENTS)\", \"37P36(INDOOR FLOWER ARRANGEMENTS IN GLASSES, BOWLS OR JARS)\"]}", "finish": "stop"}, {"codes": ["31A235", "31E34", "32I515", "11A16(CAMELIASHER)", "11A105", "11A106"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"31E34\", \"32I515\", \"11A16(CAMELIASHER)\", \"11A105\", \"11A106\"]}", "finish": "stop"}, {"codes": ["31A0231", "31A0272", "34A31", "41A128", "63A05", "81A08"], "valid_json": true, "hf1": 0.1714285714285714, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A0231\", \"31A0272\", \"34A31\", \"41A128\", \"63A05\", \"81A08\"]}", "finish": "stop"}, {"codes": ["3B104(19THC)", "3B284(FLORIALSHAFT)", "3B468(STANDING VASE BOTTLE JAR)", "3B510(SHADED VASE)", "4L160(SHARP HARD EDGES)"], "valid_json": true, "hf1": 0.06333333333333332, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"3B104(19THC)\", \"3B284(FLORIALSHAFT)\", \"3B468(STANDING VASE BOTTLE JAR)\", \"3B510(SHADED VASE)\", \"4L160(SHARP HARD EDGES)\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "27I34", "24E51", "29K4", "31H6"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"27I34\", \"24E51\", \"29K4\", \"31H6\"]}", "finish": "stop"}, {"codes": ["15B20", "31B112", "35B5", "38L30", "41K28", "32C40"], "valid_json": true, "hf1": 0.10857142857142858, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31B112\", \"35B5\", \"38L30\", \"41K28\", \"32C40\"]}", "finish": "stop"}, {"codes": ["31A28", "31A22", "31A235", "31A232", "31A218"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A28\", \"31A22\", \"31A235\", \"31A232\", \"31A218\"]}", "finish": "stop"}, {"codes": ["12F52(DRAWING)", "37B232", "37B248"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DRAWING)\", \"37B232\", \"37B248\"]}", "finish": "stop"}, {"codes": ["31A235", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.08000000000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.04033575433231396, "best_hf1": 0.1798165137614679, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A105", "11A106", "11A16(CAMELIASHER)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "12F52(DRAWING)", "15B20", "16G97", "23F9", "24E51", "27I34", "29K4", "30A12", "30F238", "30F51", "30L34", "30Q16", "30R32", "30W51", "31A0231", "31A0272", "31A1002", "31A12", "31A218", "31A22", "31A232", "31A235", "31A28", "31B112", 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"all_gold": false, "text": "```json\n{\"iconclass-codes\": [\"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10B11\", \"10"}, "samples": [{"codes": ["59G14(GROUP)", "15B14(BANKERS)", "25C22(BOP)", "15O13(SOLDIER)", "15L14", "15O12", "12B24(FRENCH JUNGLES OF PARIS)", "15C18"], "valid_json": true, "hf1": 0.07656250000000002, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59G14(GROUP)\", \"15B14(BANKERS)\", \"25C22(BOP)\", \"15O13(SOLDIER)\", \"15L14\", \"15O12\", \"12B24(FRENCH JUNGLES OF PARIS)\", \"15C18\"]}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.05689149560117302, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J03011(SERENADE)", "31J03012(LANDING)", "63B2404(BAROQUE STYLE)", "5C213(FULL FRAME)", "31J03010(HEAVILY ENPAPAGED)"], "valid_json": true, "hf1": 0.15774023231256598, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03011(SERENADE)\", \"31J03012(LANDING)\", \"63B2404(BAROQUE STYLE)\", \"5C213(FULL FRAME)\", \"31J03010(HEAVILY ENPAPAGED)\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(19TH CENTURY)\", \"24A12A(BRUTALISM)\", \"24A12A(LINE DRAWING)\", \"24D810(FULL)], \"iconclass-codes\": [\"24A12A(19TH CENTURY)\", \"24A12A(LINE DRAWING)\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112", "11H168", "11H16", "11H413"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\", \"11H168\", \"11H16\", \"11H413\"]}", "finish": "stop"}, {"codes": ["47C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0475, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["31A12", "31A1002"], "valid_json": true, "hf1": 0.05693430656934306, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A12\", \"31A1002\"]}", "finish": "stop"}, {"codes": ["36A06211", "37J", "37L", "37P33", "39B03(DANCE)"], "valid_json": true, "hf1": 0.05689149560117302, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A06211\", \"37J\", \"37L\", \"37P33\", \"39B03(DANCE)\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "11E1515", "11E162", "11E167", "05331"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"11E1515\", \"11E162\", \"11E167\", \"05331\"]}", "finish": "stop"}, {"codes": ["92L42", "30L165", "24J24", "14G41"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\", \"30L165\", \"24J24\", \"14G41\"]}", "finish": "stop"}, {"codes": ["9B104", "9B113", "9B132", "9B114(PLANTAR FLES)", "11M5"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"9B104\", \"9B113\", \"9B132\", \"9B114(PLANTAR FLES)\", \"11M5\"]}", "finish": "stop"}, {"codes": ["16G97", "32A195", "47I34", "44E51", "99K4(ORIGINAL BLACK AND WHITE PHOTO)"], "valid_json": true, "hf1": 0.08382513661202186, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"32A195\", \"47I34\", \"44E51\", \"99K4(ORIGINAL BLACK AND WHITE PHOTO)\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "73A"], "valid_json": true, "hf1": 0.1272173913043478, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"73A\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.04000000000000001, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGRESSIVE)", "121D230(FORCED)", "121D241(UNHOLY)", "39A185"], "valid_json": true, "hf1": 0.038000000000000006, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGRESSIVE)\", \"121D230(FORCED)\", \"121D241(UNHOLY)\", \"39A185\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "73A244"], "valid_json": true, "hf1": 0.07222222222222223, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"73A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.053236548763927936, "best_hf1": 0.15774023231256598, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["05331", "11A1", "11A218", "11E12", "11E1515", "11E162", "11E167", "11E18", "11F16", "11F2", "11H(FRANCIS)", "11H112", "11H118", "11H16", "11H168", "11H413", "11H743", "11M5", "121D2(DIGRESSIVE)", "121D230(FORCED)", 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\"25C22(BOPPYA)\", \"68B51(TYPE)\"], \"best_match\": \"15B14\", \"reasoning\": \"Illustrates a festive outdoor feast scene with a group of nude and semi-nude figures around tables laden with food, central to the depiction of traditional Dutch festivities and revelry.\"}", "finish": "stop"}, {"codes": ["32A107", "32B107", "32B15", "32B114", "31D16"], "valid_json": true, "hf1": 0.114, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"32A107\", \"32B107\", \"32B15\", \"32B114\", \"31D16\"]}", "finish": "stop"}, {"codes": ["31J84", "45E84", "45E82", "45E2"], "valid_json": true, "hf1": 0.15693165969316597, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J84\", \"45E84\", \"45E82\", \"45E2\"]}", "finish": "stop"}, {"codes": ["24A12A(NUDE CHILDREN)", "24A33(NUDE CHILDREN HARPING)", "24A36(NUDE CHILDREN PLUCKING FRUIT)", "24A75(GROUP 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"code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10397\", \"32A195\", \"47I34\", \"44E51\", \"99K4(PICTURE LOADING)\", \"45A63\"]}", "finish": "stop"}, {"codes": ["10720", "31D11", "33B1", "138C301", "11A8", "32C4"], "valid_json": true, "hf1": 0.14456355283307812, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"10720\", \"31D11\", \"33B1\", \"138C301\", \"11A8\", \"32C4\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16", "11A1", "41B1", "41B3"], "valid_json": true, "hf1": 0.08479262672811062, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\", \"11A1\", \"41B1\", \"41B3\"]}", "finish": "stop"}, {"codes": ["121D2(DIGGING)", "121D230(FORCED DIGGING)", "92U41", "48C515"], "valid_json": true, "hf1": 0.36033519553072624, "code_recall": 0.14285714285714285, "code_precision": 0.25, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"121D2(DIGGING)\", \"121D230(FORCED DIGGING)\", \"92U41\", \"48C515\"]}", "finish": "stop"}, {"codes": ["31A235", "20F93", "12C5894", "25H5"], "valid_json": true, "hf1": 0.06909090909090908, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31A235\", \"20F93\", \"12C5894\", \"25H5\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.11839541726975274, "best_hf1": 0.36033519553072624, "mean_code_recall": 0.008928571428571428, "distinct_sets": 16, "union_codes": ["10397", "10720", "10E34", "11A1", "11A16", "11A8", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H16", "11H168", "11H24", "11H28", "11H413", "11H743", "121D2(DIGGING)", "121D230(FORCED DIGGING)", "12C5894", "12I515", "138C301", "15B14(BANK MAT)", "15E123", "15E724", "19B220", "20F93", "212M631", "24D63", "25C22(BOPPY WORK)", "25H5", "305B28(DARK ROOM)", "30A12", "30K(DIM)", "31A1002", "31A12", "31A181", "31A235", "31A262", "31A77", "31A89", "31A96", "31C51", "31D11", "31J84", "32A107", "32A195", "32B107", "32B114", "32B15", "32C4", "33A17", "33B1", "33C34", "41B1", "41B3", "43D13601", "44E51", "45A63", "45E12", "45E84", "47I34", "48A168", "48C1511", "48C515", "48D16301", "59G14(GROUP)", "68B51(TABLE)", "90C16", "920023140", "92U41", "99K4(PICTURE LOADING)", "9B104", "9B112(OLD ORDER)", "9B113", "9B114(INDOOR)", "9B132"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.008928571428571428, "code_recall@2": 0.017857142857142856, "code_recall@4": 0.03571428571428571, "code_recall@8": 0.07142857142857142, "code_recall@16": 0.14285714285714285, "union_code_recall": 0.14285714285714285}, {"index": 783, "gt_codes": ["49D22"], "greedy": {"codes": ["20B11", "20B11", "20B11", "20B11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"20B11\", \"20B11\", \"20B11\", \"20B11\"]}"}, "samples": [{"codes": ["59114(Germanic language)", "71404(Human Anatomy)", "92A111(Bible, New Testament, or New Testament-related)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"59114(Germanic language)\", \"71404(Human Anatomy)\", \"92A111(Bible, New Testament, or New Testament-related)\"], \"best_match\": \"92A111\", \"explanation\": \"The image shows a historical text of a book (likely a religious text such as a Bible) in the German language, with illustrations and commentary (in the fields between the text).\"}", "finish": "stop"}, {"codes": ["22A107", "22B(KOEVRIJCK)", "22B(LASTE)", "22B1005"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"22A107\", \"22B(KOEVRIJCK)\", \"22B(LASTE)\", \"22B1005\"]}", "finish": "stop"}, {"codes": ["11J03011(Script)", "11K97(TYPEWRITTEN AND DICTATED)", "31H404"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11J03011(Script)\", \"11K97(TYPEWRITTEN AND DICTATED)\", \"31H404\"]}", "finish": "stop"}, {"codes": ["24A12A(LOCKS)", "24A16A(HAIR)", "29B33A(HEAD)", "29B33(FEMALE HEAD)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12A(LOCKS)\", \"24A16A(HAIR)\", \"29B33A(HEAD)\", \"29B33(FEMALE HEAD)\"]}", "finish": "stop"}, {"codes": ["21E118", "21H74", "21J8", "21L19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21E118\", \"21H74\", \"21J8\", \"21L19\"]}", "finish": "stop"}, {"codes": ["25C1511", "11H(FRANCIS)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25C1511\", \"11H(FRANCIS)\"]}", "finish": "stop"}, {"codes": ["33A12", "33A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"33A12\", \"33A10\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"25H06211\", \"37J\", \"37L\", \"37P\"], \"explanation\": \u8fd9\u662f\u4e00\u5f20\u62a4\u7406\u4e66\u7c4d\u7684\u5370\u5237\u9875\u9762\uff0c\u5370\u5237\u5728\u7b2c\u8c37/\u54e5\u767d\u5c3c\u65f6\u671f\u5929\u6587\u5b66\u7684\u62a4\u7406\u4e66\u7c4d\u4e2d\u3002\u753b\u9762\u662f\u7ecf\u5178\u7684\u5f00\u660e\u4f18\u5148\u7684\u62a4\u7406\u6587\u672c\uff0c\u4e0e\u7b2c\u8c37\uff08Tycho Brahe\uff09\u7684\u6587\u672c\u5bf9\u9f50\u3002\u8fd9\u8868\u660e\u4e86\u5176\u4e0e16-17\u4e16\u7eaa\u5929\u540e\u62a4\u7406\u6587\u672c\u7684\u5178\u578b\u5173\u7cfb.\"}", "finish": "stop"}, {"codes": ["21A18", "21B9", "41A21", "54A114", "54F17", "57A30"], "valid_json": true, "hf1": 0.05714285714285715, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A18\", \"21B9\", \"41A21\", \"54A114\", \"54F17\", \"57A30\"]}", "finish": "stop"}, {"codes": ["21A023", "21A051", "21A433", "21A438", "16D01", "18A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"21A023\", \"21A051\", \"21A433\", \"21A438\", \"16D01\", \"18A10\"]}", "finish": "stop"}, {"codes": ["1B104(19THC)", "1B204(21STC)", "1B216(22NDC)", "25C101(STRUCOTYPETE)", "25D7(INDEN)", "25D92(DIPLENOCUSTODE)", "25D96(DIBENOCUSTODE)"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104(19THC)\", \"1B204(21STC)\", \"1B216(22NDC)\", \"25C101(STRUCOTYPETE)\", \"25D7(INDEN)\", \"25D92(DIPLENOCUSTODE)\", \"25D96(DIBENOCUSTODE)\"]}", "finish": "stop"}, {"codes": ["16G97", "17A19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"17A19\"]}", "finish": "stop"}, {"codes": ["15B20", "31D11", "33B1", "13A3"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"31D11\", \"33B1\", \"13A3\"]}", "finish": "stop"}, {"codes": ["11E18", "23E12", "25F23"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"23E12\", \"25F23\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250", "22B159"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\", \"22B159\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "48A244"], "valid_json": true, "hf1": 0.076, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"48A244\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.008321428571428572, "best_hf1": 0.076, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["11A218", "11E18", "11H(FRANCIS)", "11J03011(Script)", "11K97(TYPEWRITTEN AND DICTATED)", "12F52(DIGRESSIVE)", "13A3", "15B20", "16D01", "16G97", "17A19", "18A10", "1B104(19THC)", "1B204(21STC)", "1B216(22NDC)", "21A023", "21A051", "21A18", "21A433", "21A438", "21B9", "21E118", "21H74", "21J8", "21L19", "22A107", "22B(KOEVRIJCK)", "22B(LASTE)", "22B1005", "22B159", "22C3250", "23E12", "23F9", "24A12A(LOCKS)", "24A16A(HAIR)", "25C101(STRUCOTYPETE)", "25C1511", "25D7(INDEN)", "25D92(DIPLENOCUSTODE)", "25D96(DIBENOCUSTODE)", "25F23", "29B33(FEMALE HEAD)", "29B33A(HEAD)", "31D11", "31H404", "33A10", "33A12", "33B1", "41A21", "48A244", "51C45", "54A114", "54F17", "57A30", "59114(Germanic language)", "71404(Human Anatomy)", "92A111(Bible, New Testament, or New Testament-related)"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 784, "gt_codes": ["31A2421", "31D15", "61B(+52)", "61B:31A2212(+1)"], "greedy": {"codes": ["10B11", "10B12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "```json\n{\n \"iconclass-codes\": [\n \"10B11\",\n \"10B12\"\n ]\n}\n```"}, "samples": [{"codes": ["591L40", "01A", "404I7", "592A11"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"591L40\", \"01A\", \"404I7\", \"592A11\"]}", "finish": "stop"}, {"codes": ["27A107", "35B1", "35C7", "52A9"], "valid_json": true, "hf1": 0.095, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"27A107\", \"35B1\", \"35C7\", \"52A9\"]}", "finish": "stop"}, {"codes": ["31J03", "45E04"], "valid_json": true, "hf1": 0.19746835443037977, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"31J03\", \"45E04\"]}", "finish": "stop"}, {"codes": ["24A12"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"24A12\"]}", "finish": "stop"}, {"codes": ["11H118", "11H743", "11H112"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11H118\", \"11H743\", \"11H112\"]}", "finish": "stop"}, {"codes": ["47C15"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"47C15\"]}", "finish": "stop"}, {"codes": ["C2A12", "C2A10"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"C2A12\", \"C2A10\"]}", "finish": "stop"}, {"codes": ["36A0621", "36D0", "36D06", "36D07", "36D25", "36D42"], "valid_json": true, "hf1": 0.1329608938547486, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"36A0621\", \"36D0\", \"36D06\", \"36D07\", \"36D25\", \"36D42\"]}", "finish": "stop"}, {"codes": ["2E198", "2E199", "15E1515", "11A16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"2E198\", \"2E199\", \"15E1515\", \"11A16\"]}", "finish": "stop"}, {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"92L42\"}]", "finish": "stop"}, {"codes": ["1B104", "1B113", "21D32", "51F13"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"1B104\", \"1B113\", \"21D32\", \"51F13\"]}", "finish": "stop"}, {"codes": ["16G97", "16I19"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"16G97\", \"16I19\"]}", "finish": "stop"}, {"codes": ["15B20", "33D11"], "valid_json": true, "hf1": 0.09873417721518989, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"15B20\", \"33D11\"]}", "finish": "stop"}, {"codes": ["11E18", "11E12", "11F2", "11F16"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11E18\", \"11E12\", \"11F2\", \"11F16\"]}", "finish": "stop"}, {"codes": ["12F52(DIGRESSIVE)", "22C3250"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"12F52(DIGRESSIVE)\", \"22C3250\"]}", "finish": "stop"}, {"codes": ["11A218", "23F9", "51C45", "41F24"], "valid_json": true, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"11A218\", \"23F9\", \"51C45\", \"41F24\"]}", "finish": "stop"}], "n": 16, "mean_hf1": 0.03276021409376989, "best_hf1": 0.19746835443037977, "mean_code_recall": 0.0, "distinct_sets": 16, "union_codes": ["01A", "11A16", "11A218", "11E12", "11E18", "11F16", "11F2", "11H112", "11H118", "11H743", "12F52(DIGRESSIVE)", "15B20", "15E1515", "16G97", "16I19", "1B104", "1B113", "21D32", "22C3250", "23F9", "24A12", "27A107", "2E198", "2E199", "31J03", "33D11", "35B1", "35C7", "36A0621", "36D0", "36D06", "36D07", "36D25", "36D42", "404I7", "41F24", "45E04", "47C15", "51C45", "51F13", "52A9", "591L40", "592A11", "C2A10", "C2A12"], "truncated": 0, "c_hf1_80": 0, "pass@1_hf1_80": 0.0, "pass@2_hf1_80": 0.0, "pass@4_hf1_80": 0.0, "pass@8_hf1_80": 0.0, "pass@16_hf1_80": 0.0, "c_all_gold": 0, "pass@1_all_gold": 0.0, "pass@2_all_gold": 0.0, "pass@4_all_gold": 0.0, "pass@8_all_gold": 0.0, "pass@16_all_gold": 0.0, "c_exact": 0, "pass@1_exact": 0.0, "pass@2_exact": 0.0, "pass@4_exact": 0.0, "pass@8_exact": 0.0, "pass@16_exact": 0.0, "code_recall@1": 0.0, "code_recall@2": 0.0, "code_recall@4": 0.0, "code_recall@8": 0.0, "code_recall@16": 0.0, "union_code_recall": 0.0}, {"index": 785, "gt_codes": ["73D58", "73D641"], "greedy": {"codes": [], "valid_json": false, "hf1": 0.0, "code_recall": 0.0, "code_precision": 0.0, "exact": false, "hf1_80": false, "all_gold": false, "text": "{\"iconclass-codes\": [\"30B11\", \"30B12\", \"30B13\", \"30B14\", \"30B15\", \"30B16\", \"30B17\", \"30B18\", \"30B19\", \"30B20\", \"30B21\", \"30B22\", \"30B23\", \"30B24\", \"30B25\", \"30B26\", \"30B27\", \"30B28\", \"30B29\", \"30B30\", \"30B31\", \"30B32\", \"30B33\", \"30B34\", \"30B35\", \"30B36\", \"30B37\", \"30B38\", \"30B39\", \"30B40\", \"30B41\", \"30B42\", \"30B43\", \"30B44\", \"30B45\", \"30B46\", \"30B47\", \"30B48\", \"30B49\", \"30B50\", \"30B51\", \"30B52\", \"30B53\", \"30B54\", \"30B55\", \"30B56\", \"30B57\", \"30B58\", \"30B59\", \"30B60\", \"30B61\", \"30B62\", \"30B63\", \"30B64\", \"30B65\", \"30B66\", 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