leaderboard/submissions/nucleotide-transformer-v2-100m-multi-species/MIBIG_dna_classification.json

{
  "task": {
    "id": "MIBIG_dna_classification",
    "display_name": "MIBiG Classification",
    "description": "Biosynthetic Gene cluster classification using DNA sequences on MIBIG dataset.",
    "modality": "dna",
    "type": "classification",
    "datasets": [
      {
        "path": "tattabio/mibig_classification_dna",
        "revision": "b5ca7a76d469e4e66c46f1b655903972571e6b61"
      }
    ],
    "primary_metric_id": "f1"
  },
  "model": {
    "hf_name": "InstaDeepAI/nucleotide-transformer-v2-100m-multi-species",
    "revision": "...",
    "num_layers": 22,
    "num_params": 97889132,
    "embed_dim": 512
  },
  "dgeb_version": "0.0.0",
  "results": [
    {
      "layer_number": 11,
      "layer_display_name": "11",
      "metrics": [
        {
          "id": "f1",
          "display_name": "f1",
          "description": null,
          "value": 0.5026229318789414
        },
        {
          "id": "accuracy",
          "display_name": "accuracy",
          "description": null,
          "value": 0.47619047619047616
        },
        {
          "id": "precision",
          "display_name": "precision",
          "description": null,
          "value": 0.6915625965314858
        },
        {
          "id": "recall",
          "display_name": "recall",
          "description": null,
          "value": 0.4393957527314288
        },
        {
          "id": "lrap",
          "display_name": "lrap",
          "description": null,
          "value": 0.6402116402116393
        }
      ]
    },
    {
      "layer_number": 21,
      "layer_display_name": "21",
      "metrics": [
        {
          "id": "f1",
          "display_name": "f1",
          "description": null,
          "value": 0.4666972620012171
        },
        {
          "id": "accuracy",
          "display_name": "accuracy",
          "description": null,
          "value": 0.4512471655328798
        },
        {
          "id": "precision",
          "display_name": "precision",
          "description": null,
          "value": 0.7469863250998614
        },
        {
          "id": "recall",
          "display_name": "recall",
          "description": null,
          "value": 0.42086846252461213
        },
        {
          "id": "lrap",
          "display_name": "lrap",
          "description": null,
          "value": 0.6228269085411932
        }
      ]
    }
  ]
}