MTEB-lite: named reference models (models.csv), per-task calibration (calibration.csv), eng (v2) + eng-super (v3 selection with 46 reference models)
ac198e3 verified | {"task": "ImdbClassification", "type": "Classification", "main_score": "accuracy", "eval_split": "test", "hf_subsets": ["default"], "dataset": {"path": "mteb/imdb", "revision": "3d86128a09e091d6018b6d26cad27f2739fc2db7"}, "K": 100, "ids": ["t15352", "t7215", "t9560", "t24431", "t20107", "t11617", "t15023", "t13491", "t20815", "t24129", "t9807", "t7333", "t19140", "t6934", "t3856", "t10296", "t2791", "t6485", "t9510", "t12321", "t2017", "t18081", "t24384", "t20826", "t6411", "t5455", "t17971", "t6528", "t13355", "t18532", "t18915", "t19728", "t17720", "t10037", "t6632", "t24415", "t2500", "t393", "t23451", "t3010", "t23989", "t16604", "t7229", "t17663", "t19847", "t12478", "t15106", "t15710", "t11886", "t6062", "t24017", "t23106", "t5053", "t13405", "t4406", "t9460", "t19218", "t17995", "t1665", "t2841", "t21557", "t21099", "t15479", "t18473", "t7092", "t1143", "t14879", "t24913", "t20127", "t10599", "t17149", "t7276", "t4490", "t15406", "t22431", "t2137", "t11247", "t1914", "t3848", "t14883", "t2105", "t9512", "t5348", "t5755", "t3887", "t23238", "t16323", "t5617", "t10830", "t5168", "t6807", "t8646", "t15398", "t134", "t7682", "t23991", "t4107", "t13690", "t10807", "t18807"], "estimator": "weighted_mean", "calibration": {"a": -0.029395046156113453, "b": 1.036078676998864, "n_fit": 27, "fit_r": 0.9916028548602781, "fit_resid_sd": 0.014731955031563326}, "item_key": "acc", "benchmark": "MTEB(eng, v2)", "weights": [0.013000000000000005, 0.003, 0.004, 0.027000000000000003, 0.001, 0.001, 0.034, 0.003, 0.029000000000000005, 0.001, 0.010000000000000002, 0.043000000000000003, 0.016, 0.002, 0.025, 0.002, 0.046000000000000006, 0.003, 0.012000000000000004, 0.008, 0.037000000000000005, 0.03900000000000001, 0.021000000000000005, 0.031000000000000007, 0.002, 0.001, 0.001, 0.012000000000000004, 0.045000000000000005, 0.001, 0.001, 0.001, 0.001, 0.006, 0.002, 0.001, 0.004, 0.001, 0.002, 0.005, 0.001, 0.025, 0.007, 0.028000000000000004, 0.008, 0.035, 0.026000000000000002, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.004, 0.001, 0.002, 0.003, 0.007, 0.003, 0.019000000000000003, 0.001, 0.003, 0.001, 0.036000000000000004, 0.002, 0.035, 0.001, 0.017, 0.004, 0.009000000000000001, 0.005, 0.007, 0.04700000000000001, 0.001, 0.002, 0.001, 0.001, 0.011000000000000003, 0.010000000000000002, 0.001, 0.001, 0.001, 0.032, 0.001, 0.002, 0.001, 0.001, 0.002, 0.028000000000000004, 0.001, 0.041, 0.001, 0.002, 0.001, 0.001, 0.013000000000000005], "groups": {"": {"train_rows": [116, 236, 395, 454, 648, 697, 833, 1336, 1650, 1662, 1705, 1813, 1877, 2220, 2222, 2566, 2595, 2637, 2707, 2716, 2773, 2785, 2857, 2904, 3121, 3319, 3386, 3503, 3950, 3970, 4023, 4101, 4176, 4333, 4623, 4705, 5189, 5253, 5282, 5292, 5474, 5493, 5500, 5570, 5804, 5823, 5884, 6241, 6650, 6657, 6755, 6762, 6863, 6868, 7224, 7350, 7439, 7488, 7878, 8046, 8291, 8378, 8791, 9077, 9567, 9668, 9976, 10014, 10049, 10125, 11096, 11117, 11151, 11448, 11824, 11853, 12018, 12065, 12179, 12217, 12502, 12909, 12948, 13258, 13361, 13640, 13667, 13695, 13855, 14018, 14159, 14507, 14745, 14758, 14812, 14820, 14827, 15275, 15361, 15453, 15508, 15856, 15873, 16123, 16408, 16439, 16545, 16602, 16829, 16885, 16949, 17071, 17445, 17449, 17695, 17784, 17870, 18009, 18429, 18487, 18505, 18787, 18791, 18860, 18960, 19086, 19192, 19244, 19275, 19281, 19572, 19746, 19922, 20105, 20417, 20789, 20794, 21055, 21119, 21135, 21255, 21352, 21380, 21423, 21425, 21631, 22088, 22190, 22224, 22247, 22638, 22824, 23080, 23158, 23562, 24016, 24203, 24541, 24780, 24934], "experiments": [[53, 155, 65, 85, 89, 57, 44, 81, 26, 64, 143, 27, 49, 126, 84, 139], [138, 39, 11, 43, 122, 107, 1, 61, 113, 92, 51, 150, 33, 47, 99, 103], [156, 145, 148, 131, 129, 146, 2, 77, 5, 46, 74, 158, 117, 72, 25, 79], [93, 22, 102, 28, 80, 16, 6, 128, 23, 151, 104, 135, 67, 52, 50, 134], [91, 54, 19, 100, 120, 69, 141, 78, 97, 10, 15, 86, 127, 153, 56, 30], [73, 0, 13, 137, 9, 76, 106, 152, 17, 66, 48, 124, 140, 88, 112, 142], [18, 38, 96, 60, 7, 63, 55, 109, 157, 116, 108, 149, 115, 70, 94, 31], [32, 125, 3, 24, 136, 75, 118, 98, 110, 83, 159, 29, 133, 58, 42, 45], [87, 111, 35, 132, 123, 121, 37, 130, 71, 68, 40, 90, 20, 82, 14, 36], [8, 154, 119, 105, 4, 21, 59, 144, 12, 95, 101, 114, 147, 34, 41, 62]]}}, "samples_per_label": 8, "n_experiments": 10, "undersampling_seed": 42, "logreg": {"random_state": 42, "max_iter": 100}} |