Datasets:
Download experiments/premise_retrieval_results.json from CloK-Lab/MathlibGraph: direct link, hf CLI and curl.
- Browser
- Download file 2.64 kB
-
https://huggingface.co/datasets/CloK-Lab/MathlibGraph/resolve/main/experiments/premise_retrieval_results.json
- Command line
-
hf download hf://datasets/CloK-Lab/MathlibGraph/experiments/premise_retrieval_results.json
-
curl -L -o premise_retrieval_results.json https://huggingface.co/datasets/CloK-Lab/MathlibGraph/resolve/main/experiments/premise_retrieval_results.json
2.64 kB
| { | |
| "Random": { | |
| "AUC": 0.4988464624381927, | |
| "R@10": 0.13489873938604055, | |
| "R@50": 0.675421720785031, | |
| "MRR": 0.5177648872389418, | |
| "AUC_ci_lo": 0.4976579056909061, | |
| "AUC_ci_hi": 0.5025447127337402, | |
| "R@10_ci_lo": 0.13314589782962657, | |
| "R@10_ci_hi": 0.13807478534717094, | |
| "R@50_ci_lo": 0.6708032287760948, | |
| "R@50_ci_hi": 0.6822757937354658, | |
| "MRR_ci_lo": 0.5097106183497658, | |
| "MRR_ci_hi": 0.5304948072004493 | |
| }, | |
| "Same module": { | |
| "AUC": 0.563252943150883, | |
| "R@10": 0.17701251024723705, | |
| "R@50": 0.6434465696480249, | |
| "MRR": 0.9972, | |
| "AUC_ci_lo": 0.5611102003189763, | |
| "AUC_ci_hi": 0.5651486253506915, | |
| "R@10_ci_lo": 0.17269307941264872, | |
| "R@10_ci_hi": 0.18132900160478696, | |
| "R@50_ci_lo": 0.6354730399715295, | |
| "R@50_ci_hi": 0.6551981898656606, | |
| "MRR_ci_lo": 0.9961949999999999, | |
| "MRR_ci_hi": 0.9981 | |
| }, | |
| "Same namespace": { | |
| "AUC": 0.5902006516951351, | |
| "R@10": 0.2200081147938892, | |
| "R@50": 0.6626223704593136, | |
| "MRR": 0.9695453174603176, | |
| "AUC_ci_lo": 0.5880529846813214, | |
| "AUC_ci_hi": 0.5924840785351329, | |
| "R@10_ci_lo": 0.21586994086758424, | |
| "R@10_ci_hi": 0.22475987434791297, | |
| "R@50_ci_lo": 0.6548427218687078, | |
| "R@50_ci_hi": 0.6734164434880273, | |
| "MRR_ci_lo": 0.9664740277777778, | |
| "MRR_ci_hi": 0.9724816488095238 | |
| }, | |
| "Same community": { | |
| "AUC": 0.7675738080569178, | |
| "R@10": 0.2066798209803219, | |
| "R@50": 0.8225669566396177, | |
| "MRR": 0.889924414802174, | |
| "AUC_ci_lo": 0.7636466473774499, | |
| "AUC_ci_hi": 0.7701280102171949, | |
| "R@10_ci_lo": 0.20206740759955272, | |
| "R@10_ci_hi": 0.2099666022599327, | |
| "R@50_ci_lo": 0.8168676201838171, | |
| "R@50_ci_hi": 0.8301017721564548, | |
| "MRR_ci_lo": 0.8825203088999172, | |
| "MRR_ci_hi": 0.8968358562953322 | |
| }, | |
| "Network features": { | |
| "AUC": 0.9910488074402863, | |
| "R@10": 0.5200779274690902, | |
| "R@50": 0.9440300907986493, | |
| "MRR": 0.9978666666666666, | |
| "AUC_ci_lo": 0.9906065336840136, | |
| "AUC_ci_hi": 0.9915709117833958, | |
| "R@10_ci_lo": 0.513202566369347, | |
| "R@10_ci_hi": 0.5287072912456959, | |
| "R@50_ci_lo": 0.9401626991702056, | |
| "R@50_ci_hi": 0.9492015962873687, | |
| "MRR_ci_lo": 0.9969158333333333, | |
| "MRR_ci_hi": 0.9986 | |
| }, | |
| "All features": { | |
| "AUC": 0.9935149509905005, | |
| "R@10": 0.5246824912435099, | |
| "R@50": 0.944575070939189, | |
| "MRR": 0.9984, | |
| "AUC_ci_lo": 0.9931381533391922, | |
| "AUC_ci_hi": 0.9938923361368286, | |
| "R@10_ci_lo": 0.51749162029253, | |
| "R@10_ci_hi": 0.5334405006567039, | |
| "R@50_ci_lo": 0.9407193927667646, | |
| "R@50_ci_hi": 0.9497068095655786, | |
| "MRR_ci_lo": 0.9975475, | |
| "MRR_ci_hi": 0.999 | |
| } | |
| } |