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{
"task": {
"id": "bacarch_bigene",
"display_name": "BacArch BiGene",
"description": "Evaluate on BacArch bigene matching task between bacterial (E.coli K-12) proteins and archaeal (Sulfolobus acidocaldarius DSM 639) proteins.",
"modality": "protein",
"type": "bigene_mining",
"datasets": [
{
"path": "tattabio/bac_arch_bigene",
"revision": "d5a65e44bae43a9ba9f2fdc03056dff9c12f6631"
}
],
"primary_metric_id": "f1"
},
"model": {
"hf_name": "facebook/esm2_t30_150M_UR50D",
"revision": "...",
"num_layers": 30,
"num_params": 148795481,
"embed_dim": 640
},
"dgeb_version": "0.0.0",
"results": [
{
"layer_number": 15,
"layer_display_name": "15",
"metrics": [
{
"id": "precision",
"display_name": "precision",
"description": null,
"value": 0.7591194968553459
},
{
"id": "recall",
"display_name": "recall",
"description": null,
"value": 0.8188679245283019
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.7779874213836478
},
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.8188679245283019
}
]
},
{
"layer_number": 29,
"layer_display_name": "29",
"metrics": [
{
"id": "precision",
"display_name": "precision",
"description": null,
"value": 0.656010781671159
},
{
"id": "recall",
"display_name": "recall",
"description": null,
"value": 0.7320754716981132
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.6774213836477987
},
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.7320754716981132
}
]
}
]
}
|