Joshua Kravitz
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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_t12_35M_UR50D",
"revision": "...",
"num_layers": 12,
"num_params": 33992881,
"embed_dim": 480
},
"dgeb_version": "0.0.0",
"results": [
{
"layer_number": 6,
"layer_display_name": "6",
"metrics": [
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.6015625
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.55390625
}
]
},
{
"layer_number": 11,
"layer_display_name": "11",
"metrics": [
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.5546875
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.5096354166666667
}
]
}
]
}