---
language:
- pt
- en
tags:
- aes
datasets:
- kamel-usp/aes_enem_dataset
base_model: neuralmind/bert-base-portuguese-cased
metrics:
- accuracy
- qwk
library_name: transformers
model-index:
  - name: bert-base-portuguese-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: 0.2182664079215803
          - name: QWK
            type: qwk
            value: 0.3491384731480316
          - name: Weighted Macro F1
            type: f1
            value: 0.2663062408189844
---
# Model ID: bert-base-portuguese-cased-encoder_classification-C3-essay_only
## Results
|                  |   test_data |
|:-----------------|------------:|
| eval_accuracy    |   0.311594  |
| eval_RMSE        |  51.0754    |
| eval_QWK         |   0.349138  |
| eval_Macro_F1    |   0.218266  |
| eval_Weighted_F1 |   0.266306  |
| eval_Micro_F1    |   0.311594  |
| eval_HDIV        |   0.0507246 |