README.md

French Medical NLP Leaderboard - Results Dataset

This dataset contains evaluation results for the French Medical NLP Leaderboard.

Results Format

Each results file should be a JSON file with the following structure:

{
  "config": {
    "model_dtype": "float16",
    "model_name": "model_name",
    "model_sha": "revision"
  },
  "results": {
    "emea_ner": {
      "f1": 0.85,
      "precision": 0.83,
      "recall": 0.87
    },
    "medline_ner": {
      "f1": 0.82,
      "precision": 0.80,
      "recall": 0.84
    }
  }
}

Tasks

• emea_ner: French medical NER on EMEA texts
• medline_ner: French medical NER on MEDLINE abstracts

Metrics

All metrics use seqeval with IOB2 scheme:

• f1: Micro F1 score
• precision: Micro precision
• recall: Micro recall