Joshua Kravitz
Initial commit
e284167
{
"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_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": 0.49408
},
{
"id": "ndcg_at_10",
"display_name": "ndcg_at_10",
"description": null,
"value": 0.47293
},
{
"id": "ndcg_at_50",
"display_name": "ndcg_at_50",
"description": null,
"value": 0.46848
},
{
"id": "map_at_5",
"display_name": "map_at_5",
"description": null,
"value": 0.12033
},
{
"id": "map_at_10",
"display_name": "map_at_10",
"description": null,
"value": 0.17266
},
{
"id": "map_at_50",
"display_name": "map_at_50",
"description": null,
"value": 0.25802
},
{
"id": "recall_at_5",
"display_name": "recall_at_5",
"description": null,
"value": 0.13544
},
{
"id": "recall_at_10",
"display_name": "recall_at_10",
"description": null,
"value": 0.21307
},
{
"id": "recall_at_50",
"display_name": "recall_at_50",
"description": null,
"value": 0.414
},
{
"id": "precision_at_5",
"display_name": "precision_at_5",
"description": null,
"value": 0.45209
},
{
"id": "precision_at_10",
"display_name": "precision_at_10",
"description": null,
"value": 0.40289
},
{
"id": "precision_at_50",
"display_name": "precision_at_50",
"description": null,
"value": 0.25177
},
{
"id": "mrr_at_5",
"display_name": "mrr_at_5",
"description": null,
"value": 0.6258842443729904
},
{
"id": "mrr_at_10",
"display_name": "mrr_at_10",
"description": null,
"value": 0.6334430664012657
},
{
"id": "mrr_at_50",
"display_name": "mrr_at_50",
"description": null,
"value": 0.63890993904596
},
{
"id": "nauc_ndcg_at_5_max",
"display_name": "nauc_ndcg_at_5_max",
"description": null,
"value": 0.3197308988578981
},
{
"id": "nauc_ndcg_at_5_std",
"display_name": "nauc_ndcg_at_5_std",
"description": null,
"value": 0.39435369504510975
},
{
"id": "nauc_ndcg_at_5_diff1",
"display_name": "nauc_ndcg_at_5_diff1",
"description": null,
"value": 0.11150171386250221
},
{
"id": "nauc_ndcg_at_10_max",
"display_name": "nauc_ndcg_at_10_max",
"description": null,
"value": 0.29199381948996095
},
{
"id": "nauc_ndcg_at_10_std",
"display_name": "nauc_ndcg_at_10_std",
"description": null,
"value": 0.4225854193571499
},
{
"id": "nauc_ndcg_at_10_diff1",
"display_name": "nauc_ndcg_at_10_diff1",
"description": null,
"value": 0.09968997256246669
},
{
"id": "nauc_ndcg_at_50_max",
"display_name": "nauc_ndcg_at_50_max",
"description": null,
"value": 0.23946169242646484
},
{
"id": "nauc_ndcg_at_50_std",
"display_name": "nauc_ndcg_at_50_std",
"description": null,
"value": 0.4884005419729609
},
{
"id": "nauc_ndcg_at_50_diff1",
"display_name": "nauc_ndcg_at_50_diff1",
"description": null,
"value": 0.15426795632949822
},
{
"id": "nauc_map_at_5_max",
"display_name": "nauc_map_at_5_max",
"description": null,
"value": 0.18414959332523892
},
{
"id": "nauc_map_at_5_std",
"display_name": "nauc_map_at_5_std",
"description": null,
"value": 0.5120588644087861
},
{
"id": "nauc_map_at_5_diff1",
"display_name": "nauc_map_at_5_diff1",
"description": null,
"value": 0.2941293942685382
},
{
"id": "nauc_map_at_10_max",
"display_name": "nauc_map_at_10_max",
"description": null,
"value": 0.1871139452652369
},
{
"id": "nauc_map_at_10_std",
"display_name": "nauc_map_at_10_std",
"description": null,
"value": 0.6089646840398025
},
{
"id": "nauc_map_at_10_diff1",
"display_name": "nauc_map_at_10_diff1",
"description": null,
"value": 0.2564925569791867
},
{
"id": "nauc_map_at_50_max",
"display_name": "nauc_map_at_50_max",
"description": null,
"value": 0.2706367050944652
},
{
"id": "nauc_map_at_50_std",
"display_name": "nauc_map_at_50_std",
"description": null,
"value": 0.5951870280953666
},
{
"id": "nauc_map_at_50_diff1",
"display_name": "nauc_map_at_50_diff1",
"description": null,
"value": 0.18224740482812346
},
{
"id": "nauc_recall_at_5_max",
"display_name": "nauc_recall_at_5_max",
"description": null,
"value": 0.1661806048683229
},
{
"id": "nauc_recall_at_5_std",
"display_name": "nauc_recall_at_5_std",
"description": null,
"value": 0.4546332994565831
},
{
"id": "nauc_recall_at_5_diff1",
"display_name": "nauc_recall_at_5_diff1",
"description": null,
"value": 0.2642973757882288
},
{
"id": "nauc_recall_at_10_max",
"display_name": "nauc_recall_at_10_max",
"description": null,
"value": 0.15499500800330515
},
{
"id": "nauc_recall_at_10_std",
"display_name": "nauc_recall_at_10_std",
"description": null,
"value": 0.5128221338936043
},
{
"id": "nauc_recall_at_10_diff1",
"display_name": "nauc_recall_at_10_diff1",
"description": null,
"value": 0.2151781820356106
},
{
"id": "nauc_recall_at_50_max",
"display_name": "nauc_recall_at_50_max",
"description": null,
"value": 0.26130667769549404
},
{
"id": "nauc_recall_at_50_std",
"display_name": "nauc_recall_at_50_std",
"description": null,
"value": 0.46903523907914035
},
{
"id": "nauc_recall_at_50_diff1",
"display_name": "nauc_recall_at_50_diff1",
"description": null,
"value": 0.18462384496314488
},
{
"id": "nauc_precision_at_5_max",
"display_name": "nauc_precision_at_5_max",
"description": null,
"value": 0.292996802846984
},
{
"id": "nauc_precision_at_5_std",
"display_name": "nauc_precision_at_5_std",
"description": null,
"value": 0.3791795767825314
},
{
"id": "nauc_precision_at_5_diff1",
"display_name": "nauc_precision_at_5_diff1",
"description": null,
"value": 0.04216356786779477
},
{
"id": "nauc_precision_at_10_max",
"display_name": "nauc_precision_at_10_max",
"description": null,
"value": 0.24939481046185955
},
{
"id": "nauc_precision_at_10_std",
"display_name": "nauc_precision_at_10_std",
"description": null,
"value": 0.377667896018253
},
{
"id": "nauc_precision_at_10_diff1",
"display_name": "nauc_precision_at_10_diff1",
"description": null,
"value": -0.0009061997167830926
},
{
"id": "nauc_precision_at_50_max",
"display_name": "nauc_precision_at_50_max",
"description": null,
"value": 0.11321554826255
},
{
"id": "nauc_precision_at_50_std",
"display_name": "nauc_precision_at_50_std",
"description": null,
"value": 0.07535552700441209
},
{
"id": "nauc_precision_at_50_diff1",
"display_name": "nauc_precision_at_50_diff1",
"description": null,
"value": -0.09619972438311733
},
{
"id": "nauc_mrr_at_5_max",
"display_name": "nauc_mrr_at_5_max",
"description": null,
"value": 0.35543307829742765
},
{
"id": "nauc_mrr_at_5_std",
"display_name": "nauc_mrr_at_5_std",
"description": null,
"value": 0.31072161870298926
},
{
"id": "nauc_mrr_at_5_diff1",
"display_name": "nauc_mrr_at_5_diff1",
"description": null,
"value": 0.1905412426846346
},
{
"id": "nauc_mrr_at_10_max",
"display_name": "nauc_mrr_at_10_max",
"description": null,
"value": 0.358928797571008
},
{
"id": "nauc_mrr_at_10_std",
"display_name": "nauc_mrr_at_10_std",
"description": null,
"value": 0.30496859707141505
},
{
"id": "nauc_mrr_at_10_diff1",
"display_name": "nauc_mrr_at_10_diff1",
"description": null,
"value": 0.18287037565676256
},
{
"id": "nauc_mrr_at_50_max",
"display_name": "nauc_mrr_at_50_max",
"description": null,
"value": 0.36422026130776614
},
{
"id": "nauc_mrr_at_50_std",
"display_name": "nauc_mrr_at_50_std",
"description": null,
"value": 0.3034707810121825
},
{
"id": "nauc_mrr_at_50_diff1",
"display_name": "nauc_mrr_at_50_diff1",
"description": null,
"value": 0.18390019146509284
}
]
},
{
"layer_number": 5,
"layer_display_name": "5",
"metrics": [
{
"id": "ndcg_at_5",
"display_name": "ndcg_at_5",
"description": null,
"value": 0.63931
},
{
"id": "ndcg_at_10",
"display_name": "ndcg_at_10",
"description": null,
"value": 0.62964
},
{
"id": "ndcg_at_50",
"display_name": "ndcg_at_50",
"description": null,
"value": 0.61528
},
{
"id": "map_at_5",
"display_name": "map_at_5",
"description": null,
"value": 0.21465
},
{
"id": "map_at_10",
"display_name": "map_at_10",
"description": null,
"value": 0.29645
},
{
"id": "map_at_50",
"display_name": "map_at_50",
"description": null,
"value": 0.435
},
{
"id": "recall_at_5",
"display_name": "recall_at_5",
"description": null,
"value": 0.22756
},
{
"id": "recall_at_10",
"display_name": "recall_at_10",
"description": null,
"value": 0.33071
},
{
"id": "recall_at_50",
"display_name": "recall_at_50",
"description": null,
"value": 0.53849
},
{
"id": "precision_at_5",
"display_name": "precision_at_5",
"description": null,
"value": 0.57878
},
{
"id": "precision_at_10",
"display_name": "precision_at_10",
"description": null,
"value": 0.51801
},
{
"id": "precision_at_50",
"display_name": "precision_at_50",
"description": null,
"value": 0.29942
},
{
"id": "mrr_at_5",
"display_name": "mrr_at_5",
"description": null,
"value": 0.7176848874598072
},
{
"id": "mrr_at_10",
"display_name": "mrr_at_10",
"description": null,
"value": 0.7224187209717757
},
{
"id": "mrr_at_50",
"display_name": "mrr_at_50",
"description": null,
"value": 0.7253074741993061
},
{
"id": "nauc_ndcg_at_5_max",
"display_name": "nauc_ndcg_at_5_max",
"description": null,
"value": 0.392629018512806
},
{
"id": "nauc_ndcg_at_5_std",
"display_name": "nauc_ndcg_at_5_std",
"description": null,
"value": 0.6258691925738074
},
{
"id": "nauc_ndcg_at_5_diff1",
"display_name": "nauc_ndcg_at_5_diff1",
"description": null,
"value": 0.05004738255742322
},
{
"id": "nauc_ndcg_at_10_max",
"display_name": "nauc_ndcg_at_10_max",
"description": null,
"value": 0.395700048668899
},
{
"id": "nauc_ndcg_at_10_std",
"display_name": "nauc_ndcg_at_10_std",
"description": null,
"value": 0.626564211565225
},
{
"id": "nauc_ndcg_at_10_diff1",
"display_name": "nauc_ndcg_at_10_diff1",
"description": null,
"value": 0.05691623676909853
},
{
"id": "nauc_ndcg_at_50_max",
"display_name": "nauc_ndcg_at_50_max",
"description": null,
"value": 0.3789799295065068
},
{
"id": "nauc_ndcg_at_50_std",
"display_name": "nauc_ndcg_at_50_std",
"description": null,
"value": 0.6450219381389026
},
{
"id": "nauc_ndcg_at_50_diff1",
"display_name": "nauc_ndcg_at_50_diff1",
"description": null,
"value": 0.07483337993245745
},
{
"id": "nauc_map_at_5_max",
"display_name": "nauc_map_at_5_max",
"description": null,
"value": 0.10430912918132056
},
{
"id": "nauc_map_at_5_std",
"display_name": "nauc_map_at_5_std",
"description": null,
"value": 0.5179584195524325
},
{
"id": "nauc_map_at_5_diff1",
"display_name": "nauc_map_at_5_diff1",
"description": null,
"value": 0.3593900689021102
},
{
"id": "nauc_map_at_10_max",
"display_name": "nauc_map_at_10_max",
"description": null,
"value": 0.22103111933461858
},
{
"id": "nauc_map_at_10_std",
"display_name": "nauc_map_at_10_std",
"description": null,
"value": 0.6496944258232327
},
{
"id": "nauc_map_at_10_diff1",
"display_name": "nauc_map_at_10_diff1",
"description": null,
"value": 0.2622775364232766
},
{
"id": "nauc_map_at_50_max",
"display_name": "nauc_map_at_50_max",
"description": null,
"value": 0.3908889482223821
},
{
"id": "nauc_map_at_50_std",
"display_name": "nauc_map_at_50_std",
"description": null,
"value": 0.7223406412444101
},
{
"id": "nauc_map_at_50_diff1",
"display_name": "nauc_map_at_50_diff1",
"description": null,
"value": 0.14242751621845157
},
{
"id": "nauc_recall_at_5_max",
"display_name": "nauc_recall_at_5_max",
"description": null,
"value": 0.11222028982139254
},
{
"id": "nauc_recall_at_5_std",
"display_name": "nauc_recall_at_5_std",
"description": null,
"value": 0.4733253400027294
},
{
"id": "nauc_recall_at_5_diff1",
"display_name": "nauc_recall_at_5_diff1",
"description": null,
"value": 0.3295287493268477
},
{
"id": "nauc_recall_at_10_max",
"display_name": "nauc_recall_at_10_max",
"description": null,
"value": 0.22279476415603025
},
{
"id": "nauc_recall_at_10_std",
"display_name": "nauc_recall_at_10_std",
"description": null,
"value": 0.5802492026654497
},
{
"id": "nauc_recall_at_10_diff1",
"display_name": "nauc_recall_at_10_diff1",
"description": null,
"value": 0.24853557230212295
},
{
"id": "nauc_recall_at_50_max",
"display_name": "nauc_recall_at_50_max",
"description": null,
"value": 0.4335923460209573
},
{
"id": "nauc_recall_at_50_std",
"display_name": "nauc_recall_at_50_std",
"description": null,
"value": 0.5885101603016908
},
{
"id": "nauc_recall_at_50_diff1",
"display_name": "nauc_recall_at_50_diff1",
"description": null,
"value": 0.09840850865407258
},
{
"id": "nauc_precision_at_5_max",
"display_name": "nauc_precision_at_5_max",
"description": null,
"value": 0.37166379252531523
},
{
"id": "nauc_precision_at_5_std",
"display_name": "nauc_precision_at_5_std",
"description": null,
"value": 0.5201669057711779
},
{
"id": "nauc_precision_at_5_diff1",
"display_name": "nauc_precision_at_5_diff1",
"description": null,
"value": -0.18172576887258612
},
{
"id": "nauc_precision_at_10_max",
"display_name": "nauc_precision_at_10_max",
"description": null,
"value": 0.3776413732817113
},
{
"id": "nauc_precision_at_10_std",
"display_name": "nauc_precision_at_10_std",
"description": null,
"value": 0.4464394014516979
},
{
"id": "nauc_precision_at_10_diff1",
"display_name": "nauc_precision_at_10_diff1",
"description": null,
"value": -0.21994682279900005
},
{
"id": "nauc_precision_at_50_max",
"display_name": "nauc_precision_at_50_max",
"description": null,
"value": 0.1885532531573671
},
{
"id": "nauc_precision_at_50_std",
"display_name": "nauc_precision_at_50_std",
"description": null,
"value": -0.006154947469005304
},
{
"id": "nauc_precision_at_50_diff1",
"display_name": "nauc_precision_at_50_diff1",
"description": null,
"value": -0.2438525109491442
},
{
"id": "nauc_mrr_at_5_max",
"display_name": "nauc_mrr_at_5_max",
"description": null,
"value": 0.40584332584647376
},
{
"id": "nauc_mrr_at_5_std",
"display_name": "nauc_mrr_at_5_std",
"description": null,
"value": 0.6023237957095166
},
{
"id": "nauc_mrr_at_5_diff1",
"display_name": "nauc_mrr_at_5_diff1",
"description": null,
"value": 0.09886691841743467
},
{
"id": "nauc_mrr_at_10_max",
"display_name": "nauc_mrr_at_10_max",
"description": null,
"value": 0.4110434425857959
},
{
"id": "nauc_mrr_at_10_std",
"display_name": "nauc_mrr_at_10_std",
"description": null,
"value": 0.6016275572651675
},
{
"id": "nauc_mrr_at_10_diff1",
"display_name": "nauc_mrr_at_10_diff1",
"description": null,
"value": 0.10021734255007336
},
{
"id": "nauc_mrr_at_50_max",
"display_name": "nauc_mrr_at_50_max",
"description": null,
"value": 0.40988630845569324
},
{
"id": "nauc_mrr_at_50_std",
"display_name": "nauc_mrr_at_50_std",
"description": null,
"value": 0.6016744312872032
},
{
"id": "nauc_mrr_at_50_diff1",
"display_name": "nauc_mrr_at_50_diff1",
"description": null,
"value": 0.09594082080189775
}
]
}
]
}