metadata
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-C4-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: 0.2949925820893562
- name: QWK
type: qwk
value: 0.4965296316070473
- name: Weighted Macro F1
type: f1
value: 0.5487262828076291
Model ID: bert-base-multilingual-cased-encoder_classification-C4-essay_only
Results
| test_data | |
|---|---|
| eval_accuracy | 0.536232 |
| eval_RMSE | 30.8338 |
| eval_QWK | 0.49653 |
| eval_Macro_F1 | 0.294993 |
| eval_Weighted_F1 | 0.548726 |
| eval_Micro_F1 | 0.536232 |
| eval_HDIV | 0.00724638 |