Joshua Kravitz
Initial commit
e284167
{
"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_t6_8M_UR50D",
"revision": "...",
"num_layers": 6,
"num_params": 7840121,
"embed_dim": 320
},
"dgeb_version": "0.0.0",
"results": [
{
"layer_number": 3,
"layer_display_name": "3",
"metrics": [
{
"id": "ndcg_at_5",
"display_name": "ndcg_at_5",
"description": null,
"value": 0.46922
},
{
"id": "ndcg_at_10",
"display_name": "ndcg_at_10",
"description": null,
"value": 0.43575
},
{
"id": "ndcg_at_50",
"display_name": "ndcg_at_50",
"description": null,
"value": 0.39114
},
{
"id": "map_at_5",
"display_name": "map_at_5",
"description": null,
"value": 0.10438
},
{
"id": "map_at_10",
"display_name": "map_at_10",
"description": null,
"value": 0.13772
},
{
"id": "map_at_50",
"display_name": "map_at_50",
"description": null,
"value": 0.21355
},
{
"id": "recall_at_5",
"display_name": "recall_at_5",
"description": null,
"value": 0.1218
},
{
"id": "recall_at_10",
"display_name": "recall_at_10",
"description": null,
"value": 0.17417
},
{
"id": "recall_at_50",
"display_name": "recall_at_50",
"description": null,
"value": 0.3415
},
{
"id": "precision_at_5",
"display_name": "precision_at_5",
"description": null,
"value": 0.42595
},
{
"id": "precision_at_10",
"display_name": "precision_at_10",
"description": null,
"value": 0.36573
},
{
"id": "precision_at_50",
"display_name": "precision_at_50",
"description": null,
"value": 0.20961
},
{
"id": "mrr_at_5",
"display_name": "mrr_at_5",
"description": null,
"value": 0.6061032863849769
},
{
"id": "mrr_at_10",
"display_name": "mrr_at_10",
"description": null,
"value": 0.6136309439126343
},
{
"id": "mrr_at_50",
"display_name": "mrr_at_50",
"description": null,
"value": 0.618612010194391
},
{
"id": "nauc_ndcg_at_5_max",
"display_name": "nauc_ndcg_at_5_max",
"description": null,
"value": 0.1998075116367266
},
{
"id": "nauc_ndcg_at_5_std",
"display_name": "nauc_ndcg_at_5_std",
"description": null,
"value": 0.501606836885053
},
{
"id": "nauc_ndcg_at_5_diff1",
"display_name": "nauc_ndcg_at_5_diff1",
"description": null,
"value": 0.1378118530981871
},
{
"id": "nauc_ndcg_at_10_max",
"display_name": "nauc_ndcg_at_10_max",
"description": null,
"value": 0.18302753229030955
},
{
"id": "nauc_ndcg_at_10_std",
"display_name": "nauc_ndcg_at_10_std",
"description": null,
"value": 0.529252934890408
},
{
"id": "nauc_ndcg_at_10_diff1",
"display_name": "nauc_ndcg_at_10_diff1",
"description": null,
"value": 0.13526580782340344
},
{
"id": "nauc_ndcg_at_50_max",
"display_name": "nauc_ndcg_at_50_max",
"description": null,
"value": 0.1600349751039775
},
{
"id": "nauc_ndcg_at_50_std",
"display_name": "nauc_ndcg_at_50_std",
"description": null,
"value": 0.5759387637864083
},
{
"id": "nauc_ndcg_at_50_diff1",
"display_name": "nauc_ndcg_at_50_diff1",
"description": null,
"value": 0.14570847362804085
},
{
"id": "nauc_map_at_5_max",
"display_name": "nauc_map_at_5_max",
"description": null,
"value": 0.06563284509194764
},
{
"id": "nauc_map_at_5_std",
"display_name": "nauc_map_at_5_std",
"description": null,
"value": 0.4956919284414832
},
{
"id": "nauc_map_at_5_diff1",
"display_name": "nauc_map_at_5_diff1",
"description": null,
"value": 0.3095151767985699
},
{
"id": "nauc_map_at_10_max",
"display_name": "nauc_map_at_10_max",
"description": null,
"value": 0.11335639333019934
},
{
"id": "nauc_map_at_10_std",
"display_name": "nauc_map_at_10_std",
"description": null,
"value": 0.5577957210632679
},
{
"id": "nauc_map_at_10_diff1",
"display_name": "nauc_map_at_10_diff1",
"description": null,
"value": 0.254596062635998
},
{
"id": "nauc_map_at_50_max",
"display_name": "nauc_map_at_50_max",
"description": null,
"value": 0.20045555920826685
},
{
"id": "nauc_map_at_50_std",
"display_name": "nauc_map_at_50_std",
"description": null,
"value": 0.6132212804732518
},
{
"id": "nauc_map_at_50_diff1",
"display_name": "nauc_map_at_50_diff1",
"description": null,
"value": 0.16302757181104657
},
{
"id": "nauc_recall_at_5_max",
"display_name": "nauc_recall_at_5_max",
"description": null,
"value": 0.03401084834217468
},
{
"id": "nauc_recall_at_5_std",
"display_name": "nauc_recall_at_5_std",
"description": null,
"value": 0.4617531031384631
},
{
"id": "nauc_recall_at_5_diff1",
"display_name": "nauc_recall_at_5_diff1",
"description": null,
"value": 0.28397660576444894
},
{
"id": "nauc_recall_at_10_max",
"display_name": "nauc_recall_at_10_max",
"description": null,
"value": 0.06720993976029453
},
{
"id": "nauc_recall_at_10_std",
"display_name": "nauc_recall_at_10_std",
"description": null,
"value": 0.5073816131438185
},
{
"id": "nauc_recall_at_10_diff1",
"display_name": "nauc_recall_at_10_diff1",
"description": null,
"value": 0.23261778468205002
},
{
"id": "nauc_recall_at_50_max",
"display_name": "nauc_recall_at_50_max",
"description": null,
"value": 0.16667921011510828
},
{
"id": "nauc_recall_at_50_std",
"display_name": "nauc_recall_at_50_std",
"description": null,
"value": 0.5259393842070421
},
{
"id": "nauc_recall_at_50_diff1",
"display_name": "nauc_recall_at_50_diff1",
"description": null,
"value": 0.13381540436587672
},
{
"id": "nauc_precision_at_5_max",
"display_name": "nauc_precision_at_5_max",
"description": null,
"value": 0.2105023896681829
},
{
"id": "nauc_precision_at_5_std",
"display_name": "nauc_precision_at_5_std",
"description": null,
"value": 0.4512153840299376
},
{
"id": "nauc_precision_at_5_diff1",
"display_name": "nauc_precision_at_5_diff1",
"description": null,
"value": 0.04767765797059535
},
{
"id": "nauc_precision_at_10_max",
"display_name": "nauc_precision_at_10_max",
"description": null,
"value": 0.2000938079661469
},
{
"id": "nauc_precision_at_10_std",
"display_name": "nauc_precision_at_10_std",
"description": null,
"value": 0.4461163108781014
},
{
"id": "nauc_precision_at_10_diff1",
"display_name": "nauc_precision_at_10_diff1",
"description": null,
"value": 0.01450421362018999
},
{
"id": "nauc_precision_at_50_max",
"display_name": "nauc_precision_at_50_max",
"description": null,
"value": 0.12765115099732313
},
{
"id": "nauc_precision_at_50_std",
"display_name": "nauc_precision_at_50_std",
"description": null,
"value": 0.3146014632375712
},
{
"id": "nauc_precision_at_50_diff1",
"display_name": "nauc_precision_at_50_diff1",
"description": null,
"value": -0.044088192546631495
},
{
"id": "nauc_mrr_at_5_max",
"display_name": "nauc_mrr_at_5_max",
"description": null,
"value": 0.21854370496963085
},
{
"id": "nauc_mrr_at_5_std",
"display_name": "nauc_mrr_at_5_std",
"description": null,
"value": 0.4305406870224175
},
{
"id": "nauc_mrr_at_5_diff1",
"display_name": "nauc_mrr_at_5_diff1",
"description": null,
"value": 0.2065829490711869
},
{
"id": "nauc_mrr_at_10_max",
"display_name": "nauc_mrr_at_10_max",
"description": null,
"value": 0.21766766497784718
},
{
"id": "nauc_mrr_at_10_std",
"display_name": "nauc_mrr_at_10_std",
"description": null,
"value": 0.43116699819575055
},
{
"id": "nauc_mrr_at_10_diff1",
"display_name": "nauc_mrr_at_10_diff1",
"description": null,
"value": 0.20801462901159104
},
{
"id": "nauc_mrr_at_50_max",
"display_name": "nauc_mrr_at_50_max",
"description": null,
"value": 0.2176313827069169
},
{
"id": "nauc_mrr_at_50_std",
"display_name": "nauc_mrr_at_50_std",
"description": null,
"value": 0.43135087322870347
},
{
"id": "nauc_mrr_at_50_diff1",
"display_name": "nauc_mrr_at_50_diff1",
"description": null,
"value": 0.2078825282336836
}
]
},
{
"layer_number": 5,
"layer_display_name": "5",
"metrics": [
{
"id": "ndcg_at_5",
"display_name": "ndcg_at_5",
"description": null,
"value": 0.63152
},
{
"id": "ndcg_at_10",
"display_name": "ndcg_at_10",
"description": null,
"value": 0.60452
},
{
"id": "ndcg_at_50",
"display_name": "ndcg_at_50",
"description": null,
"value": 0.56721
},
{
"id": "map_at_5",
"display_name": "map_at_5",
"description": null,
"value": 0.17864
},
{
"id": "map_at_10",
"display_name": "map_at_10",
"description": null,
"value": 0.24217
},
{
"id": "map_at_50",
"display_name": "map_at_50",
"description": null,
"value": 0.39543
},
{
"id": "recall_at_5",
"display_name": "recall_at_5",
"description": null,
"value": 0.19424
},
{
"id": "recall_at_10",
"display_name": "recall_at_10",
"description": null,
"value": 0.27639
},
{
"id": "recall_at_50",
"display_name": "recall_at_50",
"description": null,
"value": 0.51307
},
{
"id": "precision_at_5",
"display_name": "precision_at_5",
"description": null,
"value": 0.56901
},
{
"id": "precision_at_10",
"display_name": "precision_at_10",
"description": null,
"value": 0.50265
},
{
"id": "precision_at_50",
"display_name": "precision_at_50",
"description": null,
"value": 0.29486
},
{
"id": "mrr_at_5",
"display_name": "mrr_at_5",
"description": null,
"value": 0.7392801251956179
},
{
"id": "mrr_at_10",
"display_name": "mrr_at_10",
"description": null,
"value": 0.7450229999525767
},
{
"id": "mrr_at_50",
"display_name": "mrr_at_50",
"description": null,
"value": 0.7481511664471421
},
{
"id": "nauc_ndcg_at_5_max",
"display_name": "nauc_ndcg_at_5_max",
"description": null,
"value": 0.39989468043684767
},
{
"id": "nauc_ndcg_at_5_std",
"display_name": "nauc_ndcg_at_5_std",
"description": null,
"value": 0.4936426613891317
},
{
"id": "nauc_ndcg_at_5_diff1",
"display_name": "nauc_ndcg_at_5_diff1",
"description": null,
"value": 0.09522925993445099
},
{
"id": "nauc_ndcg_at_10_max",
"display_name": "nauc_ndcg_at_10_max",
"description": null,
"value": 0.3810925649678609
},
{
"id": "nauc_ndcg_at_10_std",
"display_name": "nauc_ndcg_at_10_std",
"description": null,
"value": 0.5282583606322245
},
{
"id": "nauc_ndcg_at_10_diff1",
"display_name": "nauc_ndcg_at_10_diff1",
"description": null,
"value": 0.08763512132492676
},
{
"id": "nauc_ndcg_at_50_max",
"display_name": "nauc_ndcg_at_50_max",
"description": null,
"value": 0.3621673695795759
},
{
"id": "nauc_ndcg_at_50_std",
"display_name": "nauc_ndcg_at_50_std",
"description": null,
"value": 0.6080254445975454
},
{
"id": "nauc_ndcg_at_50_diff1",
"display_name": "nauc_ndcg_at_50_diff1",
"description": null,
"value": 0.09742405454353203
},
{
"id": "nauc_map_at_5_max",
"display_name": "nauc_map_at_5_max",
"description": null,
"value": 0.07782146154396122
},
{
"id": "nauc_map_at_5_std",
"display_name": "nauc_map_at_5_std",
"description": null,
"value": 0.48693859418142155
},
{
"id": "nauc_map_at_5_diff1",
"display_name": "nauc_map_at_5_diff1",
"description": null,
"value": 0.3599139708725904
},
{
"id": "nauc_map_at_10_max",
"display_name": "nauc_map_at_10_max",
"description": null,
"value": 0.15672935830334864
},
{
"id": "nauc_map_at_10_std",
"display_name": "nauc_map_at_10_std",
"description": null,
"value": 0.5656574495870028
},
{
"id": "nauc_map_at_10_diff1",
"display_name": "nauc_map_at_10_diff1",
"description": null,
"value": 0.2853689795806975
},
{
"id": "nauc_map_at_50_max",
"display_name": "nauc_map_at_50_max",
"description": null,
"value": 0.35302238221077475
},
{
"id": "nauc_map_at_50_std",
"display_name": "nauc_map_at_50_std",
"description": null,
"value": 0.645119394317702
},
{
"id": "nauc_map_at_50_diff1",
"display_name": "nauc_map_at_50_diff1",
"description": null,
"value": 0.12237037613331439
},
{
"id": "nauc_recall_at_5_max",
"display_name": "nauc_recall_at_5_max",
"description": null,
"value": 0.052013553698076434
},
{
"id": "nauc_recall_at_5_std",
"display_name": "nauc_recall_at_5_std",
"description": null,
"value": 0.45739246576262554
},
{
"id": "nauc_recall_at_5_diff1",
"display_name": "nauc_recall_at_5_diff1",
"description": null,
"value": 0.3493212024717546
},
{
"id": "nauc_recall_at_10_max",
"display_name": "nauc_recall_at_10_max",
"description": null,
"value": 0.11192308593513252
},
{
"id": "nauc_recall_at_10_std",
"display_name": "nauc_recall_at_10_std",
"description": null,
"value": 0.5489391222279509
},
{
"id": "nauc_recall_at_10_diff1",
"display_name": "nauc_recall_at_10_diff1",
"description": null,
"value": 0.2769457461783965
},
{
"id": "nauc_recall_at_50_max",
"display_name": "nauc_recall_at_50_max",
"description": null,
"value": 0.3133757496247297
},
{
"id": "nauc_recall_at_50_std",
"display_name": "nauc_recall_at_50_std",
"description": null,
"value": 0.6618732618345899
},
{
"id": "nauc_recall_at_50_diff1",
"display_name": "nauc_recall_at_50_diff1",
"description": null,
"value": 0.11423599863005311
},
{
"id": "nauc_precision_at_5_max",
"display_name": "nauc_precision_at_5_max",
"description": null,
"value": 0.4062309467686318
},
{
"id": "nauc_precision_at_5_std",
"display_name": "nauc_precision_at_5_std",
"description": null,
"value": 0.3828260336036461
},
{
"id": "nauc_precision_at_5_diff1",
"display_name": "nauc_precision_at_5_diff1",
"description": null,
"value": -0.0870886550678612
},
{
"id": "nauc_precision_at_10_max",
"display_name": "nauc_precision_at_10_max",
"description": null,
"value": 0.3881405881948008
},
{
"id": "nauc_precision_at_10_std",
"display_name": "nauc_precision_at_10_std",
"description": null,
"value": 0.35340692971248944
},
{
"id": "nauc_precision_at_10_diff1",
"display_name": "nauc_precision_at_10_diff1",
"description": null,
"value": -0.1401576823890037
},
{
"id": "nauc_precision_at_50_max",
"display_name": "nauc_precision_at_50_max",
"description": null,
"value": 0.3163198713977749
},
{
"id": "nauc_precision_at_50_std",
"display_name": "nauc_precision_at_50_std",
"description": null,
"value": 0.10096336675596154
},
{
"id": "nauc_precision_at_50_diff1",
"display_name": "nauc_precision_at_50_diff1",
"description": null,
"value": -0.20998793758526332
},
{
"id": "nauc_mrr_at_5_max",
"display_name": "nauc_mrr_at_5_max",
"description": null,
"value": 0.4276357773831127
},
{
"id": "nauc_mrr_at_5_std",
"display_name": "nauc_mrr_at_5_std",
"description": null,
"value": 0.42675005803237664
},
{
"id": "nauc_mrr_at_5_diff1",
"display_name": "nauc_mrr_at_5_diff1",
"description": null,
"value": 0.1732983192011071
},
{
"id": "nauc_mrr_at_10_max",
"display_name": "nauc_mrr_at_10_max",
"description": null,
"value": 0.42738519405434844
},
{
"id": "nauc_mrr_at_10_std",
"display_name": "nauc_mrr_at_10_std",
"description": null,
"value": 0.4349603370469823
},
{
"id": "nauc_mrr_at_10_diff1",
"display_name": "nauc_mrr_at_10_diff1",
"description": null,
"value": 0.17457505671954143
},
{
"id": "nauc_mrr_at_50_max",
"display_name": "nauc_mrr_at_50_max",
"description": null,
"value": 0.4269447696243609
},
{
"id": "nauc_mrr_at_50_std",
"display_name": "nauc_mrr_at_50_std",
"description": null,
"value": 0.43456693807574653
},
{
"id": "nauc_mrr_at_50_diff1",
"display_name": "nauc_mrr_at_50_diff1",
"description": null,
"value": 0.17238808668733543
}
]
}
]
}