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Sentence-level binary bias detection on BABE (test)
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85.3
F1 Score
HierBias
61.38
67.59
73.8
80.01
Apr 29, 2026
F1 Score
MCC
Precision
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
MCC
Precision
Recall
HierBias
2026.04
85.3
0.723
84.9
85.8
bias-detector
2026.04
83.1
0.693
82.6
83.7
LLM prompting
2026.04
81.9
0.682
81.5
82.3
DA-RoBERTa
2026.04
81.4
0.674
80.9
82
RoBERTa-base
2026.04
76.3
0.612
75.8
76.9
BERT-base
2026.04
74.1
0.583
73.5
74.8
LR + TF-IDF
2026.04
62.3
0.412
61.8
62.9
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