|
{ |
|
"task": { |
|
"id": "ec_classification", |
|
"display_name": "EC Classification", |
|
"description": "Evaluate on Enzyme Commission number classification task.", |
|
"modality": "protein", |
|
"type": "classification", |
|
"datasets": [ |
|
{ |
|
"path": "tattabio/ec_classification", |
|
"revision": "ead5570168e6969a5149f6861e8a33d6b5d22498" |
|
} |
|
], |
|
"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": "accuracy", |
|
"display_name": "accuracy", |
|
"description": null, |
|
"value": 0.6953125 |
|
}, |
|
{ |
|
"id": "f1", |
|
"display_name": "f1", |
|
"description": null, |
|
"value": 0.6372395833333333 |
|
} |
|
] |
|
}, |
|
{ |
|
"layer_number": 32, |
|
"layer_display_name": "32", |
|
"metrics": [ |
|
{ |
|
"id": "accuracy", |
|
"display_name": "accuracy", |
|
"description": null, |
|
"value": 0.640625 |
|
}, |
|
{ |
|
"id": "f1", |
|
"display_name": "f1", |
|
"description": null, |
|
"value": 0.5825520833333333 |
|
} |
|
] |
|
} |
|
] |
|
} |
|
|