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kamel-usp
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jbcs2025_bert-base-multilingual-cased-encoder_classification-C2-essay_only
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KAMeL USP
7
Text Classification
Transformers
Safetensors
kamel-usp/aes_enem_dataset
Portuguese
English
bert
aes
Eval Results (legacy)
text-embeddings-inference
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Model ID: bert-base-multilingual-cased-encoder_classification-C2-essay_only
Results
Model ID: bert-base-multilingual-cased-encoder_classification-C2-essay_only
Results
test_data
eval_accuracy
0.282609
eval_RMSE
74.4448
eval_QWK
0.223039
eval_Macro_F1
0.19362
eval_Weighted_F1
0.257027
eval_Micro_F1
0.282609
eval_HDIV
0.15942
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Model size
0.2B params
Tensor type
F32
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kamel-usp/jbcs2025_bert-base-multilingual-cased-encoder_classification-C2-essay_only
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Dataset used to train
kamel-usp/jbcs2025_bert-base-multilingual-cased-encoder_classification-C2-essay_only
kamel-usp/aes_enem_dataset
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Feb 5, 2025
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Collection including
kamel-usp/jbcs2025_bert-base-multilingual-cased-encoder_classification-C2-essay_only
JBCS2025
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Jul 13, 2025
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Evaluation results
Macro F1
on Automated Essay Score ENEM Dataset
test set
self-reported
0.194
QWK
on Automated Essay Score ENEM Dataset
test set
self-reported
0.223
Weighted Macro F1
on Automated Essay Score ENEM Dataset
test set
self-reported
0.257