Spaces:
Running
Running
{ | |
"task": { | |
"id": "MIBIG_protein_classification", | |
"display_name": "MIBiG Classification", | |
"description": "Biosynthetic Gene cluster classification using protein sequences on MIBIG dataset.", | |
"modality": "protein", | |
"type": "classification", | |
"datasets": [ | |
{ | |
"path": "tattabio/mibig_classification_prot", | |
"revision": "915a7ff28dc9820e35c4d7fd03d4c8c44a88ff1f" | |
} | |
], | |
"primary_metric_id": "f1" | |
}, | |
"model": { | |
"hf_name": "facebook/esm2_t36_3B_UR50D", | |
"revision": "...", | |
"num_layers": 36, | |
"num_params": 2841627041, | |
"embed_dim": 2560 | |
}, | |
"dgeb_version": "0.0.0", | |
"results": [ | |
{ | |
"layer_number": 18, | |
"layer_display_name": "18", | |
"metrics": [ | |
{ | |
"id": "f1", | |
"display_name": "f1", | |
"description": null, | |
"value": 0.7132237125944091 | |
}, | |
{ | |
"id": "accuracy", | |
"display_name": "accuracy", | |
"description": null, | |
"value": 0.746031746031746 | |
}, | |
{ | |
"id": "precision", | |
"display_name": "precision", | |
"description": null, | |
"value": 0.836830500285544 | |
}, | |
{ | |
"id": "recall", | |
"display_name": "recall", | |
"description": null, | |
"value": 0.6633593919422381 | |
}, | |
{ | |
"id": "lrap", | |
"display_name": "lrap", | |
"description": null, | |
"value": 0.8495842781557078 | |
} | |
] | |
}, | |
{ | |
"layer_number": 35, | |
"layer_display_name": "35", | |
"metrics": [ | |
{ | |
"id": "f1", | |
"display_name": "f1", | |
"description": null, | |
"value": 0.6695716322239411 | |
}, | |
{ | |
"id": "accuracy", | |
"display_name": "accuracy", | |
"description": null, | |
"value": 0.6689342403628118 | |
}, | |
{ | |
"id": "precision", | |
"display_name": "precision", | |
"description": null, | |
"value": 0.7821148498790867 | |
}, | |
{ | |
"id": "recall", | |
"display_name": "recall", | |
"description": null, | |
"value": 0.623537709467486 | |
}, | |
{ | |
"id": "lrap", | |
"display_name": "lrap", | |
"description": null, | |
"value": 0.799697656840515 | |
} | |
] | |
} | |
] | |
} | |