---
language:
- pt
- en
tags:
- aes
datasets:
- kamel-usp/aes_enem_dataset
base_model: google-bert/bert-base-multilingual-cased
metrics:
- accuracy
- qwk
library_name: transformers
model-index:
  - name: bert-base-multilingual-cased-encoder_classification-C3-essay_only
    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: 0.2245231652826589
          - name: QWK
            type: qwk
            value: 0.3586046018449793
          - name: Weighted Macro F1
            type: f1
            value: 0.3210121894546771
---
# Model ID: bert-base-multilingual-cased-encoder_classification-C3-essay_only
## Results
|                  |   test_data |
|:-----------------|------------:|
| eval_accuracy    |   0.318841  |
| eval_RMSE        |  55.2202    |
| eval_QWK         |   0.358605  |
| eval_Macro_F1    |   0.224523  |
| eval_Weighted_F1 |   0.321012  |
| eval_Micro_F1    |   0.318841  |
| eval_HDIV        |   0.0869565 |