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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_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": "precision", | |
"display_name": "precision", | |
"description": null, | |
"value": 0.6215094339622641 | |
}, | |
{ | |
"id": "recall", | |
"display_name": "recall", | |
"description": null, | |
"value": 0.7056603773584905 | |
}, | |
{ | |
"id": "f1", | |
"display_name": "f1", | |
"description": null, | |
"value": 0.6469182389937107 | |
}, | |
{ | |
"id": "accuracy", | |
"display_name": "accuracy", | |
"description": null, | |
"value": 0.7056603773584905 | |
} | |
] | |
}, | |
{ | |
"layer_number": 11, | |
"layer_display_name": "11", | |
"metrics": [ | |
{ | |
"id": "precision", | |
"display_name": "precision", | |
"description": null, | |
"value": 0.6138364779874214 | |
}, | |
{ | |
"id": "recall", | |
"display_name": "recall", | |
"description": null, | |
"value": 0.7018867924528301 | |
}, | |
{ | |
"id": "f1", | |
"display_name": "f1", | |
"description": null, | |
"value": 0.6413836477987421 | |
}, | |
{ | |
"id": "accuracy", | |
"display_name": "accuracy", | |
"description": null, | |
"value": 0.7018867924528301 | |
} | |
] | |
} | |
] | |
} | |