README.md

metadata

language:
  - pt
  - en
tags:
  - aes
datasets:
  - kamel-usp/aes_enem_dataset
base_model: google-bert/bert-base-multilingual-cased
metrics:
  - accuracy
  - qwk
model-index:
  - name: mbert_base-C3
    results:
      - task:
          type: text-classification
          name: Automated Essay Score
        dataset:
          name: Automated Essay Score ENEM Dataset
          type: kamel-usp/aes_enem_dataset
          config: JBCS2025
          split: test
        metrics:
          - name: Macro F1
            type: f1
            value: 0.15672242946179116
          - name: QWK
            type: qwk
            value: 0.2641316569559441
          - name: Weighted Macro F1
            type: f1
            value: 0.1613437300185681

Model ID: mbert_base-C3

Results

	test_data
eval_accuracy	0.231884
eval_RMSE	60.2411
eval_QWK	0.264132
eval_Macro_F1	0.156722
eval_Weighted_F1	0.161344
eval_Micro_F1	0.231884
eval_HDIV	0.0942029