|
{ |
|
"task": { |
|
"id": "euk_retrieval", |
|
"display_name": "Euk Retrieval", |
|
"description": "Retrieves bacterial proteins with similar swissprot annotations to a query eukaryotic protein", |
|
"modality": "protein", |
|
"type": "retrieval", |
|
"datasets": [ |
|
{ |
|
"path": "tattabio/euk_retrieval", |
|
"revision": "c93dc56665cedd19fbeaea9ace146f2474c895f0" |
|
}, |
|
{ |
|
"path": "tattabio/euk_retrieval_qrels", |
|
"revision": "a5aa01e9b9738074aba57fc07434e352c4c71e4b" |
|
} |
|
], |
|
"primary_metric_id": "map_at_5" |
|
}, |
|
"model": { |
|
"hf_name": "facebook/esm2_t33_650M_UR50D", |
|
"revision": "...", |
|
"num_layers": 33, |
|
"num_params": 652353941, |
|
"embed_dim": 1280 |
|
}, |
|
"dgeb_version": "0.0.0", |
|
"results": [ |
|
{ |
|
"layer_number": 16, |
|
"layer_display_name": "16", |
|
"metrics": [ |
|
{ |
|
"id": "ndcg_at_5", |
|
"display_name": "ndcg_at_5", |
|
"description": null, |
|
"value": 0.93328 |
|
}, |
|
{ |
|
"id": "ndcg_at_10", |
|
"display_name": "ndcg_at_10", |
|
"description": null, |
|
"value": 0.92927 |
|
}, |
|
{ |
|
"id": "ndcg_at_50", |
|
"display_name": "ndcg_at_50", |
|
"description": null, |
|
"value": 0.89032 |
|
}, |
|
{ |
|
"id": "map_at_5", |
|
"display_name": "map_at_5", |
|
"description": null, |
|
"value": 0.35914 |
|
}, |
|
{ |
|
"id": "map_at_10", |
|
"display_name": "map_at_10", |
|
"description": null, |
|
"value": 0.48142 |
|
}, |
|
{ |
|
"id": "map_at_50", |
|
"display_name": "map_at_50", |
|
"description": null, |
|
"value": 0.71036 |
|
}, |
|
{ |
|
"id": "recall_at_5", |
|
"display_name": "recall_at_5", |
|
"description": null, |
|
"value": 0.36397 |
|
}, |
|
{ |
|
"id": "recall_at_10", |
|
"display_name": "recall_at_10", |
|
"description": null, |
|
"value": 0.48703 |
|
}, |
|
{ |
|
"id": "recall_at_50", |
|
"display_name": "recall_at_50", |
|
"description": null, |
|
"value": 0.73804 |
|
}, |
|
{ |
|
"id": "precision_at_5", |
|
"display_name": "precision_at_5", |
|
"description": null, |
|
"value": 0.83537 |
|
}, |
|
{ |
|
"id": "precision_at_10", |
|
"display_name": "precision_at_10", |
|
"description": null, |
|
"value": 0.75402 |
|
}, |
|
{ |
|
"id": "precision_at_50", |
|
"display_name": "precision_at_50", |
|
"description": null, |
|
"value": 0.42482 |
|
}, |
|
{ |
|
"id": "mrr_at_5", |
|
"display_name": "mrr_at_5", |
|
"description": null, |
|
"value": 0.9437299035369775 |
|
}, |
|
{ |
|
"id": "mrr_at_10", |
|
"display_name": "mrr_at_10", |
|
"description": null, |
|
"value": 0.9440514469453377 |
|
}, |
|
{ |
|
"id": "mrr_at_50", |
|
"display_name": "mrr_at_50", |
|
"description": null, |
|
"value": 0.945011211244356 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_5_max", |
|
"display_name": "nauc_ndcg_at_5_max", |
|
"description": null, |
|
"value": 0.7620928279266368 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_5_std", |
|
"display_name": "nauc_ndcg_at_5_std", |
|
"description": null, |
|
"value": 0.33055988644552864 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_5_diff1", |
|
"display_name": "nauc_ndcg_at_5_diff1", |
|
"description": null, |
|
"value": -0.49891672668881054 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_10_max", |
|
"display_name": "nauc_ndcg_at_10_max", |
|
"description": null, |
|
"value": 0.7238394046424372 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_10_std", |
|
"display_name": "nauc_ndcg_at_10_std", |
|
"description": null, |
|
"value": 0.2897858408379934 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_10_diff1", |
|
"display_name": "nauc_ndcg_at_10_diff1", |
|
"description": null, |
|
"value": -0.4991960417643786 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_50_max", |
|
"display_name": "nauc_ndcg_at_50_max", |
|
"description": null, |
|
"value": 0.6394920275348465 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_50_std", |
|
"display_name": "nauc_ndcg_at_50_std", |
|
"description": null, |
|
"value": -0.033060154820210755 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_50_diff1", |
|
"display_name": "nauc_ndcg_at_50_diff1", |
|
"description": null, |
|
"value": -0.3423790207125621 |
|
}, |
|
{ |
|
"id": "nauc_map_at_5_max", |
|
"display_name": "nauc_map_at_5_max", |
|
"description": null, |
|
"value": 0.15329766118784013 |
|
}, |
|
{ |
|
"id": "nauc_map_at_5_std", |
|
"display_name": "nauc_map_at_5_std", |
|
"description": null, |
|
"value": -0.04748558443889553 |
|
}, |
|
{ |
|
"id": "nauc_map_at_5_diff1", |
|
"display_name": "nauc_map_at_5_diff1", |
|
"description": null, |
|
"value": 0.19738372855185915 |
|
}, |
|
{ |
|
"id": "nauc_map_at_10_max", |
|
"display_name": "nauc_map_at_10_max", |
|
"description": null, |
|
"value": 0.21780702746711833 |
|
}, |
|
{ |
|
"id": "nauc_map_at_10_std", |
|
"display_name": "nauc_map_at_10_std", |
|
"description": null, |
|
"value": 0.08698230377058089 |
|
}, |
|
{ |
|
"id": "nauc_map_at_10_diff1", |
|
"display_name": "nauc_map_at_10_diff1", |
|
"description": null, |
|
"value": 0.07610409072111464 |
|
}, |
|
{ |
|
"id": "nauc_map_at_50_max", |
|
"display_name": "nauc_map_at_50_max", |
|
"description": null, |
|
"value": 0.566496850232904 |
|
}, |
|
{ |
|
"id": "nauc_map_at_50_std", |
|
"display_name": "nauc_map_at_50_std", |
|
"description": null, |
|
"value": 0.07469827272103352 |
|
}, |
|
{ |
|
"id": "nauc_map_at_50_diff1", |
|
"display_name": "nauc_map_at_50_diff1", |
|
"description": null, |
|
"value": -0.29548110389437116 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_5_max", |
|
"display_name": "nauc_recall_at_5_max", |
|
"description": null, |
|
"value": 0.15194985870758682 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_5_std", |
|
"display_name": "nauc_recall_at_5_std", |
|
"description": null, |
|
"value": -0.049271771318523803 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_5_diff1", |
|
"display_name": "nauc_recall_at_5_diff1", |
|
"description": null, |
|
"value": 0.2108956515825209 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_10_max", |
|
"display_name": "nauc_recall_at_10_max", |
|
"description": null, |
|
"value": 0.21617272285778213 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_10_std", |
|
"display_name": "nauc_recall_at_10_std", |
|
"description": null, |
|
"value": 0.0839962096295339 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_10_diff1", |
|
"display_name": "nauc_recall_at_10_diff1", |
|
"description": null, |
|
"value": 0.09028425010830723 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_50_max", |
|
"display_name": "nauc_recall_at_50_max", |
|
"description": null, |
|
"value": 0.5469629807206992 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_50_std", |
|
"display_name": "nauc_recall_at_50_std", |
|
"description": null, |
|
"value": 0.05743544528584219 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_50_diff1", |
|
"display_name": "nauc_recall_at_50_diff1", |
|
"description": null, |
|
"value": -0.27372175464202625 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_5_max", |
|
"display_name": "nauc_precision_at_5_max", |
|
"description": null, |
|
"value": 0.30507744236501566 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_5_std", |
|
"display_name": "nauc_precision_at_5_std", |
|
"description": null, |
|
"value": 0.39710388130115676 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_5_diff1", |
|
"display_name": "nauc_precision_at_5_diff1", |
|
"description": null, |
|
"value": -0.8234215276991089 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_10_max", |
|
"display_name": "nauc_precision_at_10_max", |
|
"description": null, |
|
"value": 0.17621225835821736 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_10_std", |
|
"display_name": "nauc_precision_at_10_std", |
|
"description": null, |
|
"value": 0.32037529086829686 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_10_diff1", |
|
"display_name": "nauc_precision_at_10_diff1", |
|
"description": null, |
|
"value": -0.6212516491077492 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_50_max", |
|
"display_name": "nauc_precision_at_50_max", |
|
"description": null, |
|
"value": 0.029957995813415312 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_50_std", |
|
"display_name": "nauc_precision_at_50_std", |
|
"description": null, |
|
"value": -0.17440396313077902 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_50_diff1", |
|
"display_name": "nauc_precision_at_50_diff1", |
|
"description": null, |
|
"value": -0.2483983668583826 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_5_max", |
|
"display_name": "nauc_mrr_at_5_max", |
|
"description": null, |
|
"value": 0.8982147001536217 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_5_std", |
|
"display_name": "nauc_mrr_at_5_std", |
|
"description": null, |
|
"value": 0.3436237156115937 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_5_diff1", |
|
"display_name": "nauc_mrr_at_5_diff1", |
|
"description": null, |
|
"value": -0.4261298572775073 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_10_max", |
|
"display_name": "nauc_mrr_at_10_max", |
|
"description": null, |
|
"value": 0.8976297271659986 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_10_std", |
|
"display_name": "nauc_mrr_at_10_std", |
|
"description": null, |
|
"value": 0.3435359664305329 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_10_diff1", |
|
"display_name": "nauc_mrr_at_10_diff1", |
|
"description": null, |
|
"value": -0.42532802107589146 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_50_max", |
|
"display_name": "nauc_mrr_at_50_max", |
|
"description": null, |
|
"value": 0.8958429750776126 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_50_std", |
|
"display_name": "nauc_mrr_at_50_std", |
|
"description": null, |
|
"value": 0.34758003000370125 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_50_diff1", |
|
"display_name": "nauc_mrr_at_50_diff1", |
|
"description": null, |
|
"value": -0.4212983155790701 |
|
} |
|
] |
|
}, |
|
{ |
|
"layer_number": 32, |
|
"layer_display_name": "32", |
|
"metrics": [ |
|
{ |
|
"id": "ndcg_at_5", |
|
"display_name": "ndcg_at_5", |
|
"description": null, |
|
"value": 0.86745 |
|
}, |
|
{ |
|
"id": "ndcg_at_10", |
|
"display_name": "ndcg_at_10", |
|
"description": null, |
|
"value": 0.85726 |
|
}, |
|
{ |
|
"id": "ndcg_at_50", |
|
"display_name": "ndcg_at_50", |
|
"description": null, |
|
"value": 0.81762 |
|
}, |
|
{ |
|
"id": "map_at_5", |
|
"display_name": "map_at_5", |
|
"description": null, |
|
"value": 0.32161 |
|
}, |
|
{ |
|
"id": "map_at_10", |
|
"display_name": "map_at_10", |
|
"description": null, |
|
"value": 0.42823 |
|
}, |
|
{ |
|
"id": "map_at_50", |
|
"display_name": "map_at_50", |
|
"description": null, |
|
"value": 0.63052 |
|
}, |
|
{ |
|
"id": "recall_at_5", |
|
"display_name": "recall_at_5", |
|
"description": null, |
|
"value": 0.32639 |
|
}, |
|
{ |
|
"id": "recall_at_10", |
|
"display_name": "recall_at_10", |
|
"description": null, |
|
"value": 0.43888 |
|
}, |
|
{ |
|
"id": "recall_at_50", |
|
"display_name": "recall_at_50", |
|
"description": null, |
|
"value": 0.68495 |
|
}, |
|
{ |
|
"id": "precision_at_5", |
|
"display_name": "precision_at_5", |
|
"description": null, |
|
"value": 0.77749 |
|
}, |
|
{ |
|
"id": "precision_at_10", |
|
"display_name": "precision_at_10", |
|
"description": null, |
|
"value": 0.69678 |
|
}, |
|
{ |
|
"id": "precision_at_50", |
|
"display_name": "precision_at_50", |
|
"description": null, |
|
"value": 0.38842 |
|
}, |
|
{ |
|
"id": "mrr_at_5", |
|
"display_name": "mrr_at_5", |
|
"description": null, |
|
"value": 0.9054126473740622 |
|
}, |
|
{ |
|
"id": "mrr_at_10", |
|
"display_name": "mrr_at_10", |
|
"description": null, |
|
"value": 0.9076634512325832 |
|
}, |
|
{ |
|
"id": "mrr_at_50", |
|
"display_name": "mrr_at_50", |
|
"description": null, |
|
"value": 0.908978059494486 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_5_max", |
|
"display_name": "nauc_ndcg_at_5_max", |
|
"description": null, |
|
"value": 0.7748586911316915 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_5_std", |
|
"display_name": "nauc_ndcg_at_5_std", |
|
"description": null, |
|
"value": 0.5142764011620478 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_5_diff1", |
|
"display_name": "nauc_ndcg_at_5_diff1", |
|
"description": null, |
|
"value": -0.16183638440404874 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_10_max", |
|
"display_name": "nauc_ndcg_at_10_max", |
|
"description": null, |
|
"value": 0.7792667164072754 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_10_std", |
|
"display_name": "nauc_ndcg_at_10_std", |
|
"description": null, |
|
"value": 0.5091522839696889 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_10_diff1", |
|
"display_name": "nauc_ndcg_at_10_diff1", |
|
"description": null, |
|
"value": -0.15010464498820264 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_50_max", |
|
"display_name": "nauc_ndcg_at_50_max", |
|
"description": null, |
|
"value": 0.6885174711474481 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_50_std", |
|
"display_name": "nauc_ndcg_at_50_std", |
|
"description": null, |
|
"value": 0.4634219612093561 |
|
}, |
|
{ |
|
"id": "nauc_ndcg_at_50_diff1", |
|
"display_name": "nauc_ndcg_at_50_diff1", |
|
"description": null, |
|
"value": -0.0958526447757281 |
|
}, |
|
{ |
|
"id": "nauc_map_at_5_max", |
|
"display_name": "nauc_map_at_5_max", |
|
"description": null, |
|
"value": 0.28942359787845134 |
|
}, |
|
{ |
|
"id": "nauc_map_at_5_std", |
|
"display_name": "nauc_map_at_5_std", |
|
"description": null, |
|
"value": 0.05518275112905171 |
|
}, |
|
{ |
|
"id": "nauc_map_at_5_diff1", |
|
"display_name": "nauc_map_at_5_diff1", |
|
"description": null, |
|
"value": 0.3024360599910821 |
|
}, |
|
{ |
|
"id": "nauc_map_at_10_max", |
|
"display_name": "nauc_map_at_10_max", |
|
"description": null, |
|
"value": 0.37812716933920204 |
|
}, |
|
{ |
|
"id": "nauc_map_at_10_std", |
|
"display_name": "nauc_map_at_10_std", |
|
"description": null, |
|
"value": 0.20300375200619958 |
|
}, |
|
{ |
|
"id": "nauc_map_at_10_diff1", |
|
"display_name": "nauc_map_at_10_diff1", |
|
"description": null, |
|
"value": 0.23169359168341253 |
|
}, |
|
{ |
|
"id": "nauc_map_at_50_max", |
|
"display_name": "nauc_map_at_50_max", |
|
"description": null, |
|
"value": 0.618121347997912 |
|
}, |
|
{ |
|
"id": "nauc_map_at_50_std", |
|
"display_name": "nauc_map_at_50_std", |
|
"description": null, |
|
"value": 0.32151209873733966 |
|
}, |
|
{ |
|
"id": "nauc_map_at_50_diff1", |
|
"display_name": "nauc_map_at_50_diff1", |
|
"description": null, |
|
"value": 0.014585296410912104 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_5_max", |
|
"display_name": "nauc_recall_at_5_max", |
|
"description": null, |
|
"value": 0.2890637788771335 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_5_std", |
|
"display_name": "nauc_recall_at_5_std", |
|
"description": null, |
|
"value": 0.047744544718804925 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_5_diff1", |
|
"display_name": "nauc_recall_at_5_diff1", |
|
"description": null, |
|
"value": 0.29922142051515754 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_10_max", |
|
"display_name": "nauc_recall_at_10_max", |
|
"description": null, |
|
"value": 0.3727257601790394 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_10_std", |
|
"display_name": "nauc_recall_at_10_std", |
|
"description": null, |
|
"value": 0.18909483665427484 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_10_diff1", |
|
"display_name": "nauc_recall_at_10_diff1", |
|
"description": null, |
|
"value": 0.23075313240938425 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_50_max", |
|
"display_name": "nauc_recall_at_50_max", |
|
"description": null, |
|
"value": 0.5831797713164615 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_50_std", |
|
"display_name": "nauc_recall_at_50_std", |
|
"description": null, |
|
"value": 0.3065281773765325 |
|
}, |
|
{ |
|
"id": "nauc_recall_at_50_diff1", |
|
"display_name": "nauc_recall_at_50_diff1", |
|
"description": null, |
|
"value": 0.017022054288872285 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_5_max", |
|
"display_name": "nauc_precision_at_5_max", |
|
"description": null, |
|
"value": 0.46921647871568267 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_5_std", |
|
"display_name": "nauc_precision_at_5_std", |
|
"description": null, |
|
"value": 0.5005062576058754 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_5_diff1", |
|
"display_name": "nauc_precision_at_5_diff1", |
|
"description": null, |
|
"value": -0.5495785640432075 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_10_max", |
|
"display_name": "nauc_precision_at_10_max", |
|
"description": null, |
|
"value": 0.3017994065661075 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_10_std", |
|
"display_name": "nauc_precision_at_10_std", |
|
"description": null, |
|
"value": 0.408118171847032 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_10_diff1", |
|
"display_name": "nauc_precision_at_10_diff1", |
|
"description": null, |
|
"value": -0.4865073732708222 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_50_max", |
|
"display_name": "nauc_precision_at_50_max", |
|
"description": null, |
|
"value": 0.03870849804412649 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_50_std", |
|
"display_name": "nauc_precision_at_50_std", |
|
"description": null, |
|
"value": 0.0005533993463936359 |
|
}, |
|
{ |
|
"id": "nauc_precision_at_50_diff1", |
|
"display_name": "nauc_precision_at_50_diff1", |
|
"description": null, |
|
"value": -0.34313948852939863 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_5_max", |
|
"display_name": "nauc_mrr_at_5_max", |
|
"description": null, |
|
"value": 0.8384104464388212 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_5_std", |
|
"display_name": "nauc_mrr_at_5_std", |
|
"description": null, |
|
"value": 0.5062896003344488 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_5_diff1", |
|
"display_name": "nauc_mrr_at_5_diff1", |
|
"description": null, |
|
"value": -0.02489705741590697 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_10_max", |
|
"display_name": "nauc_mrr_at_10_max", |
|
"description": null, |
|
"value": 0.8397121680667853 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_10_std", |
|
"display_name": "nauc_mrr_at_10_std", |
|
"description": null, |
|
"value": 0.4954436348725267 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_10_diff1", |
|
"display_name": "nauc_mrr_at_10_diff1", |
|
"description": null, |
|
"value": -0.029156290363593018 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_50_max", |
|
"display_name": "nauc_mrr_at_50_max", |
|
"description": null, |
|
"value": 0.8408067544253827 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_50_std", |
|
"display_name": "nauc_mrr_at_50_std", |
|
"description": null, |
|
"value": 0.507869466281193 |
|
}, |
|
{ |
|
"id": "nauc_mrr_at_50_diff1", |
|
"display_name": "nauc_mrr_at_50_diff1", |
|
"description": null, |
|
"value": -0.025479819846184824 |
|
} |
|
] |
|
} |
|
] |
|
} |
|
|