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Hate Speech Detection on HateXplain (held-out)
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47.3
F1 Score
ExpNet
26.812
32.131
37.45
42.769
Jan 20, 2026
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
ExpNet
Training Data=SST-2 +...
2026.01
47.3
GradCAM
Training Data=SST-2 +...
2026.01
39.6
GAE
Training Data=SST-2 +...
2026.01
39.1
MGAE
Training Data=SST-2 +...
2026.01
39.1
LRP
Training Data=SST-2 +...
2026.01
37.2
RawAt
Training Data=SST-2 +...
2026.01
36.2
Rollout
Training Data=SST-2 +...
2026.01
35.6
FullLRP
Training Data=SST-2 +...
2026.01
34.6
Integrated Gradient
Training Data=SST-2 +...
2026.01
34.5
AttCAT
Training Data=SST-2 +...
2026.01
34
CAM
Training Data=SST-2 +...
2026.01
33.2
RandomBaseline
Training Data=SST-2 +...
2026.01
29.3
LIME
Training Data=SST-2 +...
2026.01
29
SHAP
Training Data=SST-2 +...
2026.01
27.6
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