kamel-usp
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jbcs2025_bert-base-multilingual-cased-encoder_classification-C2-essay_only

Text Classification

Eval Results (legacy)

text-embeddings-inference

Model card Files Files and versions

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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Safetensors

Model size

0.2B params

Tensor type

F32

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Model tree for kamel-usp/jbcs2025_bert-base-multilingual-cased-encoder_classification-C2-essay_only

Base model

google-bert/bert-base-multilingual-cased

Finetuned

(989)

this model

Dataset used to train kamel-usp/jbcs2025_bert-base-multilingual-cased-encoder_classification-C2-essay_only

Collection including kamel-usp/jbcs2025_bert-base-multilingual-cased-encoder_classification-C2-essay_only

JBCS2025

154 items • Updated Mar 2 • 1

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