| { | |
| "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": "hugohrban/progen2-xlarge", | |
| "revision": "...", | |
| "num_layers": 32, | |
| "num_params": 6443638816, | |
| "embed_dim": 4096 | |
| }, | |
| "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": 0.88067 | |
| }, | |
| { | |
| "id": "ndcg_at_10", | |
| "display_name": "ndcg_at_10", | |
| "description": null, | |
| "value": 0.86937 | |
| }, | |
| { | |
| "id": "ndcg_at_50", | |
| "display_name": "ndcg_at_50", | |
| "description": null, | |
| "value": 0.83252 | |
| }, | |
| { | |
| "id": "map_at_5", | |
| "display_name": "map_at_5", | |
| "description": null, | |
| "value": 0.29196 | |
| }, | |
| { | |
| "id": "map_at_10", | |
| "display_name": "map_at_10", | |
| "description": null, | |
| "value": 0.40958 | |
| }, | |
| { | |
| "id": "map_at_50", | |
| "display_name": "map_at_50", | |
| "description": null, | |
| "value": 0.69033 | |
| }, | |
| { | |
| "id": "recall_at_5", | |
| "display_name": "recall_at_5", | |
| "description": null, | |
| "value": 0.29856 | |
| }, | |
| { | |
| "id": "recall_at_10", | |
| "display_name": "recall_at_10", | |
| "description": null, | |
| "value": 0.42416 | |
| }, | |
| { | |
| "id": "recall_at_50", | |
| "display_name": "recall_at_50", | |
| "description": null, | |
| "value": 0.72823 | |
| }, | |
| { | |
| "id": "precision_at_5", | |
| "display_name": "precision_at_5", | |
| "description": null, | |
| "value": 0.7965 | |
| }, | |
| { | |
| "id": "precision_at_10", | |
| "display_name": "precision_at_10", | |
| "description": null, | |
| "value": 0.72953 | |
| }, | |
| { | |
| "id": "precision_at_50", | |
| "display_name": "precision_at_50", | |
| "description": null, | |
| "value": 0.4405 | |
| }, | |
| { | |
| "id": "mrr_at_5", | |
| "display_name": "mrr_at_5", | |
| "description": null, | |
| "value": 0.9187437757860286 | |
| }, | |
| { | |
| "id": "mrr_at_10", | |
| "display_name": "mrr_at_10", | |
| "description": null, | |
| "value": 0.9202352160098636 | |
| }, | |
| { | |
| "id": "mrr_at_50", | |
| "display_name": "mrr_at_50", | |
| "description": null, | |
| "value": 0.9210959739756178 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_5_max", | |
| "display_name": "nauc_ndcg_at_5_max", | |
| "description": null, | |
| "value": 0.34069226456540874 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_5_std", | |
| "display_name": "nauc_ndcg_at_5_std", | |
| "description": null, | |
| "value": 0.5303111124586763 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_5_diff1", | |
| "display_name": "nauc_ndcg_at_5_diff1", | |
| "description": null, | |
| "value": -0.025647490198929427 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_10_max", | |
| "display_name": "nauc_ndcg_at_10_max", | |
| "description": null, | |
| "value": 0.30583794948281073 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_10_std", | |
| "display_name": "nauc_ndcg_at_10_std", | |
| "description": null, | |
| "value": 0.5821104164244411 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_10_diff1", | |
| "display_name": "nauc_ndcg_at_10_diff1", | |
| "description": null, | |
| "value": -0.050433839881315716 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_50_max", | |
| "display_name": "nauc_ndcg_at_50_max", | |
| "description": null, | |
| "value": 0.28253639654117757 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_50_std", | |
| "display_name": "nauc_ndcg_at_50_std", | |
| "description": null, | |
| "value": 0.5376269279974585 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_50_diff1", | |
| "display_name": "nauc_ndcg_at_50_diff1", | |
| "description": null, | |
| "value": -0.05367704597406945 | |
| }, | |
| { | |
| "id": "nauc_map_at_5_max", | |
| "display_name": "nauc_map_at_5_max", | |
| "description": null, | |
| "value": -0.019865699890794175 | |
| }, | |
| { | |
| "id": "nauc_map_at_5_std", | |
| "display_name": "nauc_map_at_5_std", | |
| "description": null, | |
| "value": 0.2580006088571339 | |
| }, | |
| { | |
| "id": "nauc_map_at_5_diff1", | |
| "display_name": "nauc_map_at_5_diff1", | |
| "description": null, | |
| "value": 0.3854553614086897 | |
| }, | |
| { | |
| "id": "nauc_map_at_10_max", | |
| "display_name": "nauc_map_at_10_max", | |
| "description": null, | |
| "value": 0.028339000806823566 | |
| }, | |
| { | |
| "id": "nauc_map_at_10_std", | |
| "display_name": "nauc_map_at_10_std", | |
| "description": null, | |
| "value": 0.4198812392537043 | |
| }, | |
| { | |
| "id": "nauc_map_at_10_diff1", | |
| "display_name": "nauc_map_at_10_diff1", | |
| "description": null, | |
| "value": 0.28743486276729935 | |
| }, | |
| { | |
| "id": "nauc_map_at_50_max", | |
| "display_name": "nauc_map_at_50_max", | |
| "description": null, | |
| "value": 0.24320253871207173 | |
| }, | |
| { | |
| "id": "nauc_map_at_50_std", | |
| "display_name": "nauc_map_at_50_std", | |
| "description": null, | |
| "value": 0.6185612843368935 | |
| }, | |
| { | |
| "id": "nauc_map_at_50_diff1", | |
| "display_name": "nauc_map_at_50_diff1", | |
| "description": null, | |
| "value": 0.02553041504833834 | |
| }, | |
| { | |
| "id": "nauc_recall_at_5_max", | |
| "display_name": "nauc_recall_at_5_max", | |
| "description": null, | |
| "value": -0.028630138912707673 | |
| }, | |
| { | |
| "id": "nauc_recall_at_5_std", | |
| "display_name": "nauc_recall_at_5_std", | |
| "description": null, | |
| "value": 0.25754210867492744 | |
| }, | |
| { | |
| "id": "nauc_recall_at_5_diff1", | |
| "display_name": "nauc_recall_at_5_diff1", | |
| "description": null, | |
| "value": 0.3847002985890222 | |
| }, | |
| { | |
| "id": "nauc_recall_at_10_max", | |
| "display_name": "nauc_recall_at_10_max", | |
| "description": null, | |
| "value": 0.011162568781484269 | |
| }, | |
| { | |
| "id": "nauc_recall_at_10_std", | |
| "display_name": "nauc_recall_at_10_std", | |
| "description": null, | |
| "value": 0.42159429826522843 | |
| }, | |
| { | |
| "id": "nauc_recall_at_10_diff1", | |
| "display_name": "nauc_recall_at_10_diff1", | |
| "description": null, | |
| "value": 0.2881811374864961 | |
| }, | |
| { | |
| "id": "nauc_recall_at_50_max", | |
| "display_name": "nauc_recall_at_50_max", | |
| "description": null, | |
| "value": 0.22494289440951815 | |
| }, | |
| { | |
| "id": "nauc_recall_at_50_std", | |
| "display_name": "nauc_recall_at_50_std", | |
| "description": null, | |
| "value": 0.6644384705590648 | |
| }, | |
| { | |
| "id": "nauc_recall_at_50_diff1", | |
| "display_name": "nauc_recall_at_50_diff1", | |
| "description": null, | |
| "value": 0.015127323483749542 | |
| }, | |
| { | |
| "id": "nauc_precision_at_5_max", | |
| "display_name": "nauc_precision_at_5_max", | |
| "description": null, | |
| "value": 0.29836230337298764 | |
| }, | |
| { | |
| "id": "nauc_precision_at_5_std", | |
| "display_name": "nauc_precision_at_5_std", | |
| "description": null, | |
| "value": 0.35428463987994574 | |
| }, | |
| { | |
| "id": "nauc_precision_at_5_diff1", | |
| "display_name": "nauc_precision_at_5_diff1", | |
| "description": null, | |
| "value": -0.5058092977932365 | |
| }, | |
| { | |
| "id": "nauc_precision_at_10_max", | |
| "display_name": "nauc_precision_at_10_max", | |
| "description": null, | |
| "value": 0.25147134130980464 | |
| }, | |
| { | |
| "id": "nauc_precision_at_10_std", | |
| "display_name": "nauc_precision_at_10_std", | |
| "description": null, | |
| "value": 0.2954160057646196 | |
| }, | |
| { | |
| "id": "nauc_precision_at_10_diff1", | |
| "display_name": "nauc_precision_at_10_diff1", | |
| "description": null, | |
| "value": -0.5058354133511384 | |
| }, | |
| { | |
| "id": "nauc_precision_at_50_max", | |
| "display_name": "nauc_precision_at_50_max", | |
| "description": null, | |
| "value": 0.13524738619031487 | |
| }, | |
| { | |
| "id": "nauc_precision_at_50_std", | |
| "display_name": "nauc_precision_at_50_std", | |
| "description": null, | |
| "value": -0.24125503477420038 | |
| }, | |
| { | |
| "id": "nauc_precision_at_50_diff1", | |
| "display_name": "nauc_precision_at_50_diff1", | |
| "description": null, | |
| "value": -0.3287093653549262 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_5_max", | |
| "display_name": "nauc_mrr_at_5_max", | |
| "description": null, | |
| "value": 0.42306591629339924 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_5_std", | |
| "display_name": "nauc_mrr_at_5_std", | |
| "description": null, | |
| "value": 0.4977353552615966 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_5_diff1", | |
| "display_name": "nauc_mrr_at_5_diff1", | |
| "description": null, | |
| "value": 0.11372050884722233 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_10_max", | |
| "display_name": "nauc_mrr_at_10_max", | |
| "description": null, | |
| "value": 0.4279211933184279 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_10_std", | |
| "display_name": "nauc_mrr_at_10_std", | |
| "description": null, | |
| "value": 0.4953362570745432 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_10_diff1", | |
| "display_name": "nauc_mrr_at_10_diff1", | |
| "description": null, | |
| "value": 0.10873602019499856 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_50_max", | |
| "display_name": "nauc_mrr_at_50_max", | |
| "description": null, | |
| "value": 0.42853960149453696 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_50_std", | |
| "display_name": "nauc_mrr_at_50_std", | |
| "description": null, | |
| "value": 0.495417525780632 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_50_diff1", | |
| "display_name": "nauc_mrr_at_50_diff1", | |
| "description": null, | |
| "value": 0.10619000413359458 | |
| } | |
| ] | |
| }, | |
| { | |
| "layer_number": 31, | |
| "layer_display_name": "31", | |
| "metrics": [ | |
| { | |
| "id": "ndcg_at_5", | |
| "display_name": "ndcg_at_5", | |
| "description": null, | |
| "value": 0.65505 | |
| }, | |
| { | |
| "id": "ndcg_at_10", | |
| "display_name": "ndcg_at_10", | |
| "description": null, | |
| "value": 0.61387 | |
| }, | |
| { | |
| "id": "ndcg_at_50", | |
| "display_name": "ndcg_at_50", | |
| "description": null, | |
| "value": 0.53252 | |
| }, | |
| { | |
| "id": "map_at_5", | |
| "display_name": "map_at_5", | |
| "description": null, | |
| "value": 0.16876 | |
| }, | |
| { | |
| "id": "map_at_10", | |
| "display_name": "map_at_10", | |
| "description": null, | |
| "value": 0.22345 | |
| }, | |
| { | |
| "id": "map_at_50", | |
| "display_name": "map_at_50", | |
| "description": null, | |
| "value": 0.34562 | |
| }, | |
| { | |
| "id": "recall_at_5", | |
| "display_name": "recall_at_5", | |
| "description": null, | |
| "value": 0.18233 | |
| }, | |
| { | |
| "id": "recall_at_10", | |
| "display_name": "recall_at_10", | |
| "description": null, | |
| "value": 0.25284 | |
| }, | |
| { | |
| "id": "recall_at_50", | |
| "display_name": "recall_at_50", | |
| "description": null, | |
| "value": 0.43763 | |
| }, | |
| { | |
| "id": "precision_at_5", | |
| "display_name": "precision_at_5", | |
| "description": null, | |
| "value": 0.59232 | |
| }, | |
| { | |
| "id": "precision_at_10", | |
| "display_name": "precision_at_10", | |
| "description": null, | |
| "value": 0.51148 | |
| }, | |
| { | |
| "id": "precision_at_50", | |
| "display_name": "precision_at_50", | |
| "description": null, | |
| "value": 0.28085 | |
| }, | |
| { | |
| "id": "mrr_at_5", | |
| "display_name": "mrr_at_5", | |
| "description": null, | |
| "value": 0.7721724285104562 | |
| }, | |
| { | |
| "id": "mrr_at_10", | |
| "display_name": "mrr_at_10", | |
| "description": null, | |
| "value": 0.7762465364578036 | |
| }, | |
| { | |
| "id": "mrr_at_50", | |
| "display_name": "mrr_at_50", | |
| "description": null, | |
| "value": 0.7783536022752451 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_5_max", | |
| "display_name": "nauc_ndcg_at_5_max", | |
| "description": null, | |
| "value": 0.4928690540959825 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_5_std", | |
| "display_name": "nauc_ndcg_at_5_std", | |
| "description": null, | |
| "value": 0.6568501842207822 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_5_diff1", | |
| "display_name": "nauc_ndcg_at_5_diff1", | |
| "description": null, | |
| "value": 0.11215893137809109 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_10_max", | |
| "display_name": "nauc_ndcg_at_10_max", | |
| "description": null, | |
| "value": 0.4462954434195642 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_10_std", | |
| "display_name": "nauc_ndcg_at_10_std", | |
| "description": null, | |
| "value": 0.665381100523378 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_10_diff1", | |
| "display_name": "nauc_ndcg_at_10_diff1", | |
| "description": null, | |
| "value": 0.08003523793764296 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_50_max", | |
| "display_name": "nauc_ndcg_at_50_max", | |
| "description": null, | |
| "value": 0.35270458066820515 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_50_std", | |
| "display_name": "nauc_ndcg_at_50_std", | |
| "description": null, | |
| "value": 0.599817822507719 | |
| }, | |
| { | |
| "id": "nauc_ndcg_at_50_diff1", | |
| "display_name": "nauc_ndcg_at_50_diff1", | |
| "description": null, | |
| "value": 0.09880049258383304 | |
| }, | |
| { | |
| "id": "nauc_map_at_5_max", | |
| "display_name": "nauc_map_at_5_max", | |
| "description": null, | |
| "value": 0.17597203770503592 | |
| }, | |
| { | |
| "id": "nauc_map_at_5_std", | |
| "display_name": "nauc_map_at_5_std", | |
| "description": null, | |
| "value": 0.2575369731993772 | |
| }, | |
| { | |
| "id": "nauc_map_at_5_diff1", | |
| "display_name": "nauc_map_at_5_diff1", | |
| "description": null, | |
| "value": 0.29440571242786184 | |
| }, | |
| { | |
| "id": "nauc_map_at_10_max", | |
| "display_name": "nauc_map_at_10_max", | |
| "description": null, | |
| "value": 0.2175925083646819 | |
| }, | |
| { | |
| "id": "nauc_map_at_10_std", | |
| "display_name": "nauc_map_at_10_std", | |
| "description": null, | |
| "value": 0.39533379455352086 | |
| }, | |
| { | |
| "id": "nauc_map_at_10_diff1", | |
| "display_name": "nauc_map_at_10_diff1", | |
| "description": null, | |
| "value": 0.2343999392197569 | |
| }, | |
| { | |
| "id": "nauc_map_at_50_max", | |
| "display_name": "nauc_map_at_50_max", | |
| "description": null, | |
| "value": 0.3103373434513419 | |
| }, | |
| { | |
| "id": "nauc_map_at_50_std", | |
| "display_name": "nauc_map_at_50_std", | |
| "description": null, | |
| "value": 0.623277741299874 | |
| }, | |
| { | |
| "id": "nauc_map_at_50_diff1", | |
| "display_name": "nauc_map_at_50_diff1", | |
| "description": null, | |
| "value": 0.11447631894830992 | |
| }, | |
| { | |
| "id": "nauc_recall_at_5_max", | |
| "display_name": "nauc_recall_at_5_max", | |
| "description": null, | |
| "value": 0.13017232999669545 | |
| }, | |
| { | |
| "id": "nauc_recall_at_5_std", | |
| "display_name": "nauc_recall_at_5_std", | |
| "description": null, | |
| "value": 0.22632566900169906 | |
| }, | |
| { | |
| "id": "nauc_recall_at_5_diff1", | |
| "display_name": "nauc_recall_at_5_diff1", | |
| "description": null, | |
| "value": 0.28185503381155413 | |
| }, | |
| { | |
| "id": "nauc_recall_at_10_max", | |
| "display_name": "nauc_recall_at_10_max", | |
| "description": null, | |
| "value": 0.1438011427359236 | |
| }, | |
| { | |
| "id": "nauc_recall_at_10_std", | |
| "display_name": "nauc_recall_at_10_std", | |
| "description": null, | |
| "value": 0.3356014043230637 | |
| }, | |
| { | |
| "id": "nauc_recall_at_10_diff1", | |
| "display_name": "nauc_recall_at_10_diff1", | |
| "description": null, | |
| "value": 0.22340272803666755 | |
| }, | |
| { | |
| "id": "nauc_recall_at_50_max", | |
| "display_name": "nauc_recall_at_50_max", | |
| "description": null, | |
| "value": 0.2223778867146586 | |
| }, | |
| { | |
| "id": "nauc_recall_at_50_std", | |
| "display_name": "nauc_recall_at_50_std", | |
| "description": null, | |
| "value": 0.549815782175779 | |
| }, | |
| { | |
| "id": "nauc_recall_at_50_diff1", | |
| "display_name": "nauc_recall_at_50_diff1", | |
| "description": null, | |
| "value": 0.13039530768244306 | |
| }, | |
| { | |
| "id": "nauc_precision_at_5_max", | |
| "display_name": "nauc_precision_at_5_max", | |
| "description": null, | |
| "value": 0.4340127722798461 | |
| }, | |
| { | |
| "id": "nauc_precision_at_5_std", | |
| "display_name": "nauc_precision_at_5_std", | |
| "description": null, | |
| "value": 0.6239826780987181 | |
| }, | |
| { | |
| "id": "nauc_precision_at_5_diff1", | |
| "display_name": "nauc_precision_at_5_diff1", | |
| "description": null, | |
| "value": -0.031493781720994596 | |
| }, | |
| { | |
| "id": "nauc_precision_at_10_max", | |
| "display_name": "nauc_precision_at_10_max", | |
| "description": null, | |
| "value": 0.3709661062638432 | |
| }, | |
| { | |
| "id": "nauc_precision_at_10_std", | |
| "display_name": "nauc_precision_at_10_std", | |
| "description": null, | |
| "value": 0.6079135839289097 | |
| }, | |
| { | |
| "id": "nauc_precision_at_10_diff1", | |
| "display_name": "nauc_precision_at_10_diff1", | |
| "description": null, | |
| "value": -0.09685534037957318 | |
| }, | |
| { | |
| "id": "nauc_precision_at_50_max", | |
| "display_name": "nauc_precision_at_50_max", | |
| "description": null, | |
| "value": 0.24677453371782054 | |
| }, | |
| { | |
| "id": "nauc_precision_at_50_std", | |
| "display_name": "nauc_precision_at_50_std", | |
| "description": null, | |
| "value": 0.38301044535573053 | |
| }, | |
| { | |
| "id": "nauc_precision_at_50_diff1", | |
| "display_name": "nauc_precision_at_50_diff1", | |
| "description": null, | |
| "value": -0.14712928623198873 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_5_max", | |
| "display_name": "nauc_mrr_at_5_max", | |
| "description": null, | |
| "value": 0.5540713256496355 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_5_std", | |
| "display_name": "nauc_mrr_at_5_std", | |
| "description": null, | |
| "value": 0.6265017258741243 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_5_diff1", | |
| "display_name": "nauc_mrr_at_5_diff1", | |
| "description": null, | |
| "value": 0.2870850914389624 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_10_max", | |
| "display_name": "nauc_mrr_at_10_max", | |
| "description": null, | |
| "value": 0.5528952321912547 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_10_std", | |
| "display_name": "nauc_mrr_at_10_std", | |
| "description": null, | |
| "value": 0.6266600018990199 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_10_diff1", | |
| "display_name": "nauc_mrr_at_10_diff1", | |
| "description": null, | |
| "value": 0.28659479517076514 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_50_max", | |
| "display_name": "nauc_mrr_at_50_max", | |
| "description": null, | |
| "value": 0.5533710928565948 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_50_std", | |
| "display_name": "nauc_mrr_at_50_std", | |
| "description": null, | |
| "value": 0.6259483449701599 | |
| }, | |
| { | |
| "id": "nauc_mrr_at_50_diff1", | |
| "display_name": "nauc_mrr_at_50_diff1", | |
| "description": null, | |
| "value": 0.2844418766374931 | |
| } | |
| ] | |
| } | |
| ] | |
| } | |