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Sentence-level binary bias detection on BASIL (test)
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76.9
F1 Score
HierBias
57.348
62.424
67.5
72.576
Apr 29, 2026
F1 Score
MCC
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
MCC
HierBias
2026.04
76.9
0.641
LLM prompting
2026.04
74.5
0.616
bias-detector
2026.04
73.8
0.607
DA-RoBERTa
2026.04
72.1
0.589
RoBERTa-base
2026.04
68.9
0.548
BERT-base
2026.04
66.8
0.521
LR + TF-IDF
2026.04
58.1
0.367
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