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Benchmarks
Faithfulness Evaluation on AG News
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20
Rate of Label Changes
Beta-Shapley
19.12
25.06
31
36.94
Mar 31, 2026
Rate of Label Changes
Updated 17d ago
Evaluation Results
Method
Method
Links
Rate of Label Changes
Beta-Shapley
Ratio=10%, alpha=4, be...
2026.03
20
L-Shapley
Ratio=10%, neighborhoo...
2026.03
20
C-Shapley
Ratio=10%, neighborhoo...
2026.03
20
Kernel SHAP
Ratio=10%
2026.03
22
ContextCite
Ratio=10%, regularizat...
2026.03
22
EnsembleSHAP
Ratio=10%
2026.03
24
C-Shapley
Ratio=20%, neighborhoo...
2026.03
34
L-Shapley
Ratio=20%, neighborhoo...
2026.03
36
Kernel SHAP
Ratio=20%
2026.03
38
ContextCite
Ratio=20%, regularizat...
2026.03
38
Beta-Shapley
Ratio=20%, alpha=4, be...
2026.03
38
EnsembleSHAP
Ratio=20%
2026.03
42
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