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{ | |
"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": "facebook/esm2_t33_650M_UR50D", | |
"num_layers": 33, | |
"num_params": 652353941, | |
"embed_dim": 1280 | |
}, | |
"dgeb_version": "0.0.0", | |
"results": [ | |
{ | |
"layer_number": 16, | |
"layer_display_name": "16", | |
"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": 0.04423592493297587 | |
} | |
] | |
}, | |
{ | |
"layer_number": 32, | |
"layer_display_name": "32", | |
"metrics": [ | |
{ | |
"id": "precision", | |
"display_name": "precision", | |
"description": null, | |
"value": 0.0003572022938507674 | |
}, | |
{ | |
"id": "recall", | |
"display_name": "recall", | |
"description": null, | |
"value": 0.0020107238605898124 | |
}, | |
{ | |
"id": "f1", | |
"display_name": "f1", | |
"description": null, | |
"value": 0.0004896388988695724 | |
}, | |
{ | |
"id": "accuracy", | |
"display_name": "accuracy", | |
"description": null, | |
"value": 0.0020107238605898124 | |
}, | |
{ | |
"id": "recall_at_50", | |
"display_name": "recall_at_50", | |
"description": null, | |
"value": 0.1742627345844504 | |
} | |
] | |
} | |
] | |
} | |