DGEB / leaderboard /submissions /prot_t5_xl_bfd /modac_paralogy_bigene.json
Joshua Kravitz
Initial commit
e284167
{
"task": {
"id": "modac_paralogy_bigene",
"display_name": "ModAC Paralogy BiGene",
"description": "Evaluate on paralogy bitext matching task between paralogous protein (ModA and ModC).",
"modality": "protein",
"type": "bigene_mining",
"datasets": [
{
"path": "tattabio/modac_paralogy_bigene",
"revision": "241ca6397856e3360da04422d54933035b1fab87"
}
],
"primary_metric_id": "recall_at_50"
},
"model": {
"hf_name": "Rostlab/prot_t5_xl_bfd",
"num_layers": 24,
"num_params": 1208141824,
"embed_dim": 1024
},
"dgeb_version": "0.0.0",
"results": [
{
"layer_number": 12,
"layer_display_name": "12",
"metrics": [
{
"id": "precision",
"display_name": "precision",
"description": null,
"value": 4.4952467261118094e-7
},
{
"id": "recall",
"display_name": "recall",
"description": null,
"value": 0.0006702412868632708
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 8.984467652322665e-7
},
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.0006702412868632708
},
{
"id": "recall_at_50",
"display_name": "recall_at_50",
"description": null,
"value": 0.09316353887399464
}
]
},
{
"layer_number": 23,
"layer_display_name": "23",
"metrics": [
{
"id": "precision",
"display_name": "precision",
"description": null,
"value": 0.00217875092414885
},
{
"id": "recall",
"display_name": "recall",
"description": null,
"value": 0.004021447721179625
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.00230626824933552
},
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.004021447721179625
},
{
"id": "recall_at_50",
"display_name": "recall_at_50",
"description": null,
"value": 0.2734584450402145
}
]
}
]
}