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{ | |
"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 | |
} | |
] | |
} | |
] | |
} | |