Spaces:
Running
Running
{ | |
"task": { | |
"id": "arch_retrieval", | |
"display_name": "Arch Retrieval", | |
"description": "Retrieves bacterial proteins with similar swissprot annotations to a query archaeal protein", | |
"modality": "protein", | |
"type": "retrieval", | |
"datasets": [ | |
{ | |
"path": "tattabio/arch_retrieval", | |
"revision": "a19124322604a21b26b1b3c13a1bd0b8a63c9f7b" | |
}, | |
{ | |
"path": "tattabio/arch_retrieval_qrels", | |
"revision": "3f142f2f9a0995d56c6e77188c7251761450afcf" | |
} | |
], | |
"primary_metric_id": "map_at_5" | |
}, | |
"model": { | |
"hf_name": "facebook/esm2_t12_35M_UR50D", | |
"revision": "...", | |
"num_layers": 12, | |
"num_params": 33992881, | |
"embed_dim": 480 | |
}, | |
"dgeb_version": "0.0.0", | |
"results": [ | |
{ | |
"layer_number": 6, | |
"layer_display_name": "6", | |
"metrics": [ | |
{ | |
"id": "ndcg_at_5", | |
"display_name": "ndcg_at_5", | |
"description": null, | |
"value": 0.84127 | |
}, | |
{ | |
"id": "ndcg_at_10", | |
"display_name": "ndcg_at_10", | |
"description": null, | |
"value": 0.82701 | |
}, | |
{ | |
"id": "ndcg_at_50", | |
"display_name": "ndcg_at_50", | |
"description": null, | |
"value": 0.79635 | |
}, | |
{ | |
"id": "map_at_5", | |
"display_name": "map_at_5", | |
"description": null, | |
"value": 0.27329 | |
}, | |
{ | |
"id": "map_at_10", | |
"display_name": "map_at_10", | |
"description": null, | |
"value": 0.37939 | |
}, | |
{ | |
"id": "map_at_50", | |
"display_name": "map_at_50", | |
"description": null, | |
"value": 0.64453 | |
}, | |
{ | |
"id": "recall_at_5", | |
"display_name": "recall_at_5", | |
"description": null, | |
"value": 0.2839 | |
}, | |
{ | |
"id": "recall_at_10", | |
"display_name": "recall_at_10", | |
"description": null, | |
"value": 0.40033 | |
}, | |
{ | |
"id": "recall_at_50", | |
"display_name": "recall_at_50", | |
"description": null, | |
"value": 0.70443 | |
}, | |
{ | |
"id": "precision_at_5", | |
"display_name": "precision_at_5", | |
"description": null, | |
"value": 0.7621 | |
}, | |
{ | |
"id": "precision_at_10", | |
"display_name": "precision_at_10", | |
"description": null, | |
"value": 0.69407 | |
}, | |
{ | |
"id": "precision_at_50", | |
"display_name": "precision_at_50", | |
"description": null, | |
"value": 0.42452 | |
}, | |
{ | |
"id": "mrr_at_5", | |
"display_name": "mrr_at_5", | |
"description": null, | |
"value": 0.8853108550291645 | |
}, | |
{ | |
"id": "mrr_at_10", | |
"display_name": "mrr_at_10", | |
"description": null, | |
"value": 0.8879126611520968 | |
}, | |
{ | |
"id": "mrr_at_50", | |
"display_name": "mrr_at_50", | |
"description": null, | |
"value": 0.8892435700922602 | |
}, | |
{ | |
"id": "nauc_ndcg_at_5_max", | |
"display_name": "nauc_ndcg_at_5_max", | |
"description": null, | |
"value": 0.6178391415234327 | |
}, | |
{ | |
"id": "nauc_ndcg_at_5_std", | |
"display_name": "nauc_ndcg_at_5_std", | |
"description": null, | |
"value": 0.27510768020625387 | |
}, | |
{ | |
"id": "nauc_ndcg_at_5_diff1", | |
"display_name": "nauc_ndcg_at_5_diff1", | |
"description": null, | |
"value": -0.2751226626247053 | |
}, | |
{ | |
"id": "nauc_ndcg_at_10_max", | |
"display_name": "nauc_ndcg_at_10_max", | |
"description": null, | |
"value": 0.6158935362175889 | |
}, | |
{ | |
"id": "nauc_ndcg_at_10_std", | |
"display_name": "nauc_ndcg_at_10_std", | |
"description": null, | |
"value": 0.29490376307826244 | |
}, | |
{ | |
"id": "nauc_ndcg_at_10_diff1", | |
"display_name": "nauc_ndcg_at_10_diff1", | |
"description": null, | |
"value": -0.3173510395378902 | |
}, | |
{ | |
"id": "nauc_ndcg_at_50_max", | |
"display_name": "nauc_ndcg_at_50_max", | |
"description": null, | |
"value": 0.6282820888186709 | |
}, | |
{ | |
"id": "nauc_ndcg_at_50_std", | |
"display_name": "nauc_ndcg_at_50_std", | |
"description": null, | |
"value": 0.217967587602592 | |
}, | |
{ | |
"id": "nauc_ndcg_at_50_diff1", | |
"display_name": "nauc_ndcg_at_50_diff1", | |
"description": null, | |
"value": -0.3392167130961565 | |
}, | |
{ | |
"id": "nauc_map_at_5_max", | |
"display_name": "nauc_map_at_5_max", | |
"description": null, | |
"value": 0.02706102865662817 | |
}, | |
{ | |
"id": "nauc_map_at_5_std", | |
"display_name": "nauc_map_at_5_std", | |
"description": null, | |
"value": 0.33465305568189146 | |
}, | |
{ | |
"id": "nauc_map_at_5_diff1", | |
"display_name": "nauc_map_at_5_diff1", | |
"description": null, | |
"value": 0.29252115202920864 | |
}, | |
{ | |
"id": "nauc_map_at_10_max", | |
"display_name": "nauc_map_at_10_max", | |
"description": null, | |
"value": 0.1461797349288265 | |
}, | |
{ | |
"id": "nauc_map_at_10_std", | |
"display_name": "nauc_map_at_10_std", | |
"description": null, | |
"value": 0.3984979781227535 | |
}, | |
{ | |
"id": "nauc_map_at_10_diff1", | |
"display_name": "nauc_map_at_10_diff1", | |
"description": null, | |
"value": 0.15678893453735943 | |
}, | |
{ | |
"id": "nauc_map_at_50_max", | |
"display_name": "nauc_map_at_50_max", | |
"description": null, | |
"value": 0.5443958382387585 | |
}, | |
{ | |
"id": "nauc_map_at_50_std", | |
"display_name": "nauc_map_at_50_std", | |
"description": null, | |
"value": 0.3379769732428374 | |
}, | |
{ | |
"id": "nauc_map_at_50_diff1", | |
"display_name": "nauc_map_at_50_diff1", | |
"description": null, | |
"value": -0.23212587702223994 | |
}, | |
{ | |
"id": "nauc_recall_at_5_max", | |
"display_name": "nauc_recall_at_5_max", | |
"description": null, | |
"value": 0.008899383756080657 | |
}, | |
{ | |
"id": "nauc_recall_at_5_std", | |
"display_name": "nauc_recall_at_5_std", | |
"description": null, | |
"value": 0.3376357180005265 | |
}, | |
{ | |
"id": "nauc_recall_at_5_diff1", | |
"display_name": "nauc_recall_at_5_diff1", | |
"description": null, | |
"value": 0.2949278653804833 | |
}, | |
{ | |
"id": "nauc_recall_at_10_max", | |
"display_name": "nauc_recall_at_10_max", | |
"description": null, | |
"value": 0.11957594632298725 | |
}, | |
{ | |
"id": "nauc_recall_at_10_std", | |
"display_name": "nauc_recall_at_10_std", | |
"description": null, | |
"value": 0.4084900248156052 | |
}, | |
{ | |
"id": "nauc_recall_at_10_diff1", | |
"display_name": "nauc_recall_at_10_diff1", | |
"description": null, | |
"value": 0.16409679466126934 | |
}, | |
{ | |
"id": "nauc_recall_at_50_max", | |
"display_name": "nauc_recall_at_50_max", | |
"description": null, | |
"value": 0.5478175261971683 | |
}, | |
{ | |
"id": "nauc_recall_at_50_std", | |
"display_name": "nauc_recall_at_50_std", | |
"description": null, | |
"value": 0.3566768602643857 | |
}, | |
{ | |
"id": "nauc_recall_at_50_diff1", | |
"display_name": "nauc_recall_at_50_diff1", | |
"description": null, | |
"value": -0.24770750166012404 | |
}, | |
{ | |
"id": "nauc_precision_at_5_max", | |
"display_name": "nauc_precision_at_5_max", | |
"description": null, | |
"value": 0.5588205820812548 | |
}, | |
{ | |
"id": "nauc_precision_at_5_std", | |
"display_name": "nauc_precision_at_5_std", | |
"description": null, | |
"value": 0.053528426968584814 | |
}, | |
{ | |
"id": "nauc_precision_at_5_diff1", | |
"display_name": "nauc_precision_at_5_diff1", | |
"description": null, | |
"value": -0.5895997876864452 | |
}, | |
{ | |
"id": "nauc_precision_at_10_max", | |
"display_name": "nauc_precision_at_10_max", | |
"description": null, | |
"value": 0.5109397710788774 | |
}, | |
{ | |
"id": "nauc_precision_at_10_std", | |
"display_name": "nauc_precision_at_10_std", | |
"description": null, | |
"value": -0.0014360394688449447 | |
}, | |
{ | |
"id": "nauc_precision_at_10_diff1", | |
"display_name": "nauc_precision_at_10_diff1", | |
"description": null, | |
"value": -0.5972188824684267 | |
}, | |
{ | |
"id": "nauc_precision_at_50_max", | |
"display_name": "nauc_precision_at_50_max", | |
"description": null, | |
"value": 0.30493219390483955 | |
}, | |
{ | |
"id": "nauc_precision_at_50_std", | |
"display_name": "nauc_precision_at_50_std", | |
"description": null, | |
"value": -0.35096314542920914 | |
}, | |
{ | |
"id": "nauc_precision_at_50_diff1", | |
"display_name": "nauc_precision_at_50_diff1", | |
"description": null, | |
"value": -0.4163370977258702 | |
}, | |
{ | |
"id": "nauc_mrr_at_5_max", | |
"display_name": "nauc_mrr_at_5_max", | |
"description": null, | |
"value": 0.6041064087877195 | |
}, | |
{ | |
"id": "nauc_mrr_at_5_std", | |
"display_name": "nauc_mrr_at_5_std", | |
"description": null, | |
"value": 0.2995447501683336 | |
}, | |
{ | |
"id": "nauc_mrr_at_5_diff1", | |
"display_name": "nauc_mrr_at_5_diff1", | |
"description": null, | |
"value": -0.1176892239839227 | |
}, | |
{ | |
"id": "nauc_mrr_at_10_max", | |
"display_name": "nauc_mrr_at_10_max", | |
"description": null, | |
"value": 0.6055526314461911 | |
}, | |
{ | |
"id": "nauc_mrr_at_10_std", | |
"display_name": "nauc_mrr_at_10_std", | |
"description": null, | |
"value": 0.3015594122136539 | |
}, | |
{ | |
"id": "nauc_mrr_at_10_diff1", | |
"display_name": "nauc_mrr_at_10_diff1", | |
"description": null, | |
"value": -0.11951448723943421 | |
}, | |
{ | |
"id": "nauc_mrr_at_50_max", | |
"display_name": "nauc_mrr_at_50_max", | |
"description": null, | |
"value": 0.6050403183375579 | |
}, | |
{ | |
"id": "nauc_mrr_at_50_std", | |
"display_name": "nauc_mrr_at_50_std", | |
"description": null, | |
"value": 0.3012299482545067 | |
}, | |
{ | |
"id": "nauc_mrr_at_50_diff1", | |
"display_name": "nauc_mrr_at_50_diff1", | |
"description": null, | |
"value": -0.12091114334431136 | |
} | |
] | |
}, | |
{ | |
"layer_number": 11, | |
"layer_display_name": "11", | |
"metrics": [ | |
{ | |
"id": "ndcg_at_5", | |
"display_name": "ndcg_at_5", | |
"description": null, | |
"value": 0.82819 | |
}, | |
{ | |
"id": "ndcg_at_10", | |
"display_name": "ndcg_at_10", | |
"description": null, | |
"value": 0.81615 | |
}, | |
{ | |
"id": "ndcg_at_50", | |
"display_name": "ndcg_at_50", | |
"description": null, | |
"value": 0.78982 | |
}, | |
{ | |
"id": "map_at_5", | |
"display_name": "map_at_5", | |
"description": null, | |
"value": 0.27067 | |
}, | |
{ | |
"id": "map_at_10", | |
"display_name": "map_at_10", | |
"description": null, | |
"value": 0.37321 | |
}, | |
{ | |
"id": "map_at_50", | |
"display_name": "map_at_50", | |
"description": null, | |
"value": 0.63596 | |
}, | |
{ | |
"id": "recall_at_5", | |
"display_name": "recall_at_5", | |
"description": null, | |
"value": 0.27906 | |
}, | |
{ | |
"id": "recall_at_10", | |
"display_name": "recall_at_10", | |
"description": null, | |
"value": 0.39106 | |
}, | |
{ | |
"id": "recall_at_50", | |
"display_name": "recall_at_50", | |
"description": null, | |
"value": 0.69746 | |
}, | |
{ | |
"id": "precision_at_5", | |
"display_name": "precision_at_5", | |
"description": null, | |
"value": 0.7487 | |
}, | |
{ | |
"id": "precision_at_10", | |
"display_name": "precision_at_10", | |
"description": null, | |
"value": 0.68506 | |
}, | |
{ | |
"id": "precision_at_50", | |
"display_name": "precision_at_50", | |
"description": null, | |
"value": 0.42266 | |
}, | |
{ | |
"id": "mrr_at_5", | |
"display_name": "mrr_at_5", | |
"description": null, | |
"value": 0.8752382984777344 | |
}, | |
{ | |
"id": "mrr_at_10", | |
"display_name": "mrr_at_10", | |
"description": null, | |
"value": 0.878253189168681 | |
}, | |
{ | |
"id": "mrr_at_50", | |
"display_name": "mrr_at_50", | |
"description": null, | |
"value": 0.8795454419523189 | |
}, | |
{ | |
"id": "nauc_ndcg_at_5_max", | |
"display_name": "nauc_ndcg_at_5_max", | |
"description": null, | |
"value": 0.6238124910465183 | |
}, | |
{ | |
"id": "nauc_ndcg_at_5_std", | |
"display_name": "nauc_ndcg_at_5_std", | |
"description": null, | |
"value": 0.3878031710482511 | |
}, | |
{ | |
"id": "nauc_ndcg_at_5_diff1", | |
"display_name": "nauc_ndcg_at_5_diff1", | |
"description": null, | |
"value": -0.22961445620397436 | |
}, | |
{ | |
"id": "nauc_ndcg_at_10_max", | |
"display_name": "nauc_ndcg_at_10_max", | |
"description": null, | |
"value": 0.6136556294192528 | |
}, | |
{ | |
"id": "nauc_ndcg_at_10_std", | |
"display_name": "nauc_ndcg_at_10_std", | |
"description": null, | |
"value": 0.4027695454909326 | |
}, | |
{ | |
"id": "nauc_ndcg_at_10_diff1", | |
"display_name": "nauc_ndcg_at_10_diff1", | |
"description": null, | |
"value": -0.23933162739820324 | |
}, | |
{ | |
"id": "nauc_ndcg_at_50_max", | |
"display_name": "nauc_ndcg_at_50_max", | |
"description": null, | |
"value": 0.6039490411056802 | |
}, | |
{ | |
"id": "nauc_ndcg_at_50_std", | |
"display_name": "nauc_ndcg_at_50_std", | |
"description": null, | |
"value": 0.379240829313294 | |
}, | |
{ | |
"id": "nauc_ndcg_at_50_diff1", | |
"display_name": "nauc_ndcg_at_50_diff1", | |
"description": null, | |
"value": -0.23134380586116654 | |
}, | |
{ | |
"id": "nauc_map_at_5_max", | |
"display_name": "nauc_map_at_5_max", | |
"description": null, | |
"value": -0.018274861348075953 | |
}, | |
{ | |
"id": "nauc_map_at_5_std", | |
"display_name": "nauc_map_at_5_std", | |
"description": null, | |
"value": 0.3153330580523699 | |
}, | |
{ | |
"id": "nauc_map_at_5_diff1", | |
"display_name": "nauc_map_at_5_diff1", | |
"description": null, | |
"value": 0.31839102956934573 | |
}, | |
{ | |
"id": "nauc_map_at_10_max", | |
"display_name": "nauc_map_at_10_max", | |
"description": null, | |
"value": 0.10106646301687382 | |
}, | |
{ | |
"id": "nauc_map_at_10_std", | |
"display_name": "nauc_map_at_10_std", | |
"description": null, | |
"value": 0.4143687386138405 | |
}, | |
{ | |
"id": "nauc_map_at_10_diff1", | |
"display_name": "nauc_map_at_10_diff1", | |
"description": null, | |
"value": 0.18923312509326384 | |
}, | |
{ | |
"id": "nauc_map_at_50_max", | |
"display_name": "nauc_map_at_50_max", | |
"description": null, | |
"value": 0.5144031685310609 | |
}, | |
{ | |
"id": "nauc_map_at_50_std", | |
"display_name": "nauc_map_at_50_std", | |
"description": null, | |
"value": 0.45693618989546114 | |
}, | |
{ | |
"id": "nauc_map_at_50_diff1", | |
"display_name": "nauc_map_at_50_diff1", | |
"description": null, | |
"value": -0.1513413062960939 | |
}, | |
{ | |
"id": "nauc_recall_at_5_max", | |
"display_name": "nauc_recall_at_5_max", | |
"description": null, | |
"value": -0.031265621786664255 | |
}, | |
{ | |
"id": "nauc_recall_at_5_std", | |
"display_name": "nauc_recall_at_5_std", | |
"description": null, | |
"value": 0.32028522957198785 | |
}, | |
{ | |
"id": "nauc_recall_at_5_diff1", | |
"display_name": "nauc_recall_at_5_diff1", | |
"description": null, | |
"value": 0.32056979656535384 | |
}, | |
{ | |
"id": "nauc_recall_at_10_max", | |
"display_name": "nauc_recall_at_10_max", | |
"description": null, | |
"value": 0.07820354892522365 | |
}, | |
{ | |
"id": "nauc_recall_at_10_std", | |
"display_name": "nauc_recall_at_10_std", | |
"description": null, | |
"value": 0.42551786412535775 | |
}, | |
{ | |
"id": "nauc_recall_at_10_diff1", | |
"display_name": "nauc_recall_at_10_diff1", | |
"description": null, | |
"value": 0.2040509113490322 | |
}, | |
{ | |
"id": "nauc_recall_at_50_max", | |
"display_name": "nauc_recall_at_50_max", | |
"description": null, | |
"value": 0.5060801621108716 | |
}, | |
{ | |
"id": "nauc_recall_at_50_std", | |
"display_name": "nauc_recall_at_50_std", | |
"description": null, | |
"value": 0.5071691349011768 | |
}, | |
{ | |
"id": "nauc_recall_at_50_diff1", | |
"display_name": "nauc_recall_at_50_diff1", | |
"description": null, | |
"value": -0.11952783139053508 | |
}, | |
{ | |
"id": "nauc_precision_at_5_max", | |
"display_name": "nauc_precision_at_5_max", | |
"description": null, | |
"value": 0.5923656191314365 | |
}, | |
{ | |
"id": "nauc_precision_at_5_std", | |
"display_name": "nauc_precision_at_5_std", | |
"description": null, | |
"value": 0.1954332256400316 | |
}, | |
{ | |
"id": "nauc_precision_at_5_diff1", | |
"display_name": "nauc_precision_at_5_diff1", | |
"description": null, | |
"value": -0.5508269378169939 | |
}, | |
{ | |
"id": "nauc_precision_at_10_max", | |
"display_name": "nauc_precision_at_10_max", | |
"description": null, | |
"value": 0.5458701611463479 | |
}, | |
{ | |
"id": "nauc_precision_at_10_std", | |
"display_name": "nauc_precision_at_10_std", | |
"description": null, | |
"value": 0.12975949111453675 | |
}, | |
{ | |
"id": "nauc_precision_at_10_diff1", | |
"display_name": "nauc_precision_at_10_diff1", | |
"description": null, | |
"value": -0.5537528325655148 | |
}, | |
{ | |
"id": "nauc_precision_at_50_max", | |
"display_name": "nauc_precision_at_50_max", | |
"description": null, | |
"value": 0.3549845967268747 | |
}, | |
{ | |
"id": "nauc_precision_at_50_std", | |
"display_name": "nauc_precision_at_50_std", | |
"description": null, | |
"value": -0.26254902560124815 | |
}, | |
{ | |
"id": "nauc_precision_at_50_diff1", | |
"display_name": "nauc_precision_at_50_diff1", | |
"description": null, | |
"value": -0.3919186481758992 | |
}, | |
{ | |
"id": "nauc_mrr_at_5_max", | |
"display_name": "nauc_mrr_at_5_max", | |
"description": null, | |
"value": 0.6284613562335846 | |
}, | |
{ | |
"id": "nauc_mrr_at_5_std", | |
"display_name": "nauc_mrr_at_5_std", | |
"description": null, | |
"value": 0.3609822238622607 | |
}, | |
{ | |
"id": "nauc_mrr_at_5_diff1", | |
"display_name": "nauc_mrr_at_5_diff1", | |
"description": null, | |
"value": -0.13691647729285375 | |
}, | |
{ | |
"id": "nauc_mrr_at_10_max", | |
"display_name": "nauc_mrr_at_10_max", | |
"description": null, | |
"value": 0.6282780633119702 | |
}, | |
{ | |
"id": "nauc_mrr_at_10_std", | |
"display_name": "nauc_mrr_at_10_std", | |
"description": null, | |
"value": 0.36649482857679033 | |
}, | |
{ | |
"id": "nauc_mrr_at_10_diff1", | |
"display_name": "nauc_mrr_at_10_diff1", | |
"description": null, | |
"value": -0.1301211341279461 | |
}, | |
{ | |
"id": "nauc_mrr_at_50_max", | |
"display_name": "nauc_mrr_at_50_max", | |
"description": null, | |
"value": 0.6290574535816186 | |
}, | |
{ | |
"id": "nauc_mrr_at_50_std", | |
"display_name": "nauc_mrr_at_50_std", | |
"description": null, | |
"value": 0.367920824556504 | |
}, | |
{ | |
"id": "nauc_mrr_at_50_diff1", | |
"display_name": "nauc_mrr_at_50_diff1", | |
"description": null, | |
"value": -0.13036774230606793 | |
} | |
] | |
} | |
] | |
} | |