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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": "Rostlab/prot_t5_xl_bfd",
"revision": "...",
"num_layers": 24,
"num_params": 1208141824,
"embed_dim": 1024
},
"dgeb_version": "0.0.0",
"results": [
{
"layer_number": 12,
"layer_display_name": "12",
"metrics": [
{
"id": "precision",
"display_name": "precision",
"description": null,
"value": 0.7597484276729559
},
{
"id": "recall",
"display_name": "recall",
"description": null,
"value": 0.8301886792452831
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.7823899371069182
},
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.8301886792452831
}
]
},
{
"layer_number": 23,
"layer_display_name": "23",
"metrics": [
{
"id": "precision",
"display_name": "precision",
"description": null,
"value": 0.2519729152748021
},
{
"id": "recall",
"display_name": "recall",
"description": null,
"value": 0.33584905660377357
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.26899616107163277
},
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.33584905660377357
}
]
}
]
}
|