|
{ |
|
"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_t33_650M_UR50D", |
|
"revision": "...", |
|
"num_layers": 33, |
|
"num_params": 652353941, |
|
"embed_dim": 1280 |
|
}, |
|
"dgeb_version": "0.0.0", |
|
"results": [ |
|
{ |
|
"layer_number": 16, |
|
"layer_display_name": "16", |
|
"metrics": [ |
|
{ |
|
"id": "f1", |
|
"display_name": "f1", |
|
"description": null, |
|
"value": 0.6646213726039093 |
|
}, |
|
{ |
|
"id": "accuracy", |
|
"display_name": "accuracy", |
|
"description": null, |
|
"value": 0.7142857142857143 |
|
}, |
|
{ |
|
"id": "precision", |
|
"display_name": "precision", |
|
"description": null, |
|
"value": 0.7797818341533279 |
|
}, |
|
{ |
|
"id": "recall", |
|
"display_name": "recall", |
|
"description": null, |
|
"value": 0.6226719674475112 |
|
}, |
|
{ |
|
"id": "lrap", |
|
"display_name": "lrap", |
|
"description": null, |
|
"value": 0.8295540438397593 |
|
} |
|
] |
|
}, |
|
{ |
|
"layer_number": 32, |
|
"layer_display_name": "32", |
|
"metrics": [ |
|
{ |
|
"id": "f1", |
|
"display_name": "f1", |
|
"description": null, |
|
"value": 0.6625178133673452 |
|
}, |
|
{ |
|
"id": "accuracy", |
|
"display_name": "accuracy", |
|
"description": null, |
|
"value": 0.6598639455782312 |
|
}, |
|
{ |
|
"id": "precision", |
|
"display_name": "precision", |
|
"description": null, |
|
"value": 0.8568965517241379 |
|
}, |
|
{ |
|
"id": "recall", |
|
"display_name": "recall", |
|
"description": null, |
|
"value": 0.6022767137392347 |
|
}, |
|
{ |
|
"id": "lrap", |
|
"display_name": "lrap", |
|
"description": null, |
|
"value": 0.7842025699168563 |
|
} |
|
] |
|
} |
|
] |
|
} |
|
|