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Faithfulness Evaluation on IMDb (Rate of Label Changes)
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18
Rate of Label Changes
Kernel SHAP
15.92
29.96
44
58.04
Mar 31, 2026
Rate of Label Changes
Updated 17d ago
Evaluation Results
Method
Method
Links
Rate of Label Changes
Kernel SHAP
Ratio=10%
2026.03
18
Kernel SHAP
Ratio=20%
2026.03
28
Beta-Shapley
Ratio=10%, alpha=4, be...
2026.03
34
C-Shapley
Ratio=10%, neighborhoo...
2026.03
36
L-Shapley
Ratio=10%, neighborhoo...
2026.03
38
Beta-Shapley
Ratio=20%, alpha=4, be...
2026.03
42
C-Shapley
Ratio=20%, neighborhoo...
2026.03
42
L-Shapley
Ratio=20%, neighborhoo...
2026.03
44
ContextCite
Ratio=10%, regularizat...
2026.03
56
ContextCite
Ratio=20%, regularizat...
2026.03
60
EnsembleSHAP
Ratio=10%
2026.03
60
EnsembleSHAP
Ratio=20%
2026.03
70
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