leaderboard/submissions/prot_t5_xl_bfd/MIBIG_protein_classification.json

{
  "task": {
    "id": "MIBIG_protein_classification",
    "display_name": "MIBiG Classification",
    "description": "Biosynthetic Gene cluster classification using protein sequences on MIBIG dataset.",
    "modality": "protein",
    "type": "classification",
    "datasets": [
      {
        "path": "tattabio/mibig_classification_prot",
        "revision": "915a7ff28dc9820e35c4d7fd03d4c8c44a88ff1f"
      }
    ],
    "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": "f1",
          "display_name": "f1",
          "description": null,
          "value": 0.665347347353334
        },
        {
          "id": "accuracy",
          "display_name": "accuracy",
          "description": null,
          "value": 0.671201814058957
        },
        {
          "id": "precision",
          "display_name": "precision",
          "description": null,
          "value": 0.78845191704169
        },
        {
          "id": "recall",
          "display_name": "recall",
          "description": null,
          "value": 0.6203371228716182
        },
        {
          "id": "lrap",
          "display_name": "lrap",
          "description": null,
          "value": 0.8023431594860176
        }
      ]
    },
    {
      "layer_number": 23,
      "layer_display_name": "23",
      "metrics": [
        {
          "id": "f1",
          "display_name": "f1",
          "description": null,
          "value": 0.6393665718980249
        },
        {
          "id": "accuracy",
          "display_name": "accuracy",
          "description": null,
          "value": 0.655328798185941
        },
        {
          "id": "precision",
          "display_name": "precision",
          "description": null,
          "value": 0.7777498564416659
        },
        {
          "id": "recall",
          "display_name": "recall",
          "description": null,
          "value": 0.5932752607728978
        },
        {
          "id": "lrap",
          "display_name": "lrap",
          "description": null,
          "value": 0.782879818594105
        }
      ]
    }
  ]
}