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Benchmarks
Faithfulness Evaluation on SST-2
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28
Rate of Label Changes
Kernel SHAP
26.4
37.2
48
58.8
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
28
Beta-Shapley
Ratio=10%, alpha=4, be...
2026.03
28
ContextCite
Ratio=10%, regularizat...
2026.03
30
L-Shapley
Ratio=10%, neighborhoo...
2026.03
30
C-Shapley
Ratio=10%, neighborhoo...
2026.03
30
EnsembleSHAP
Ratio=10%
2026.03
32
C-Shapley
Ratio=20%, neighborhoo...
2026.03
52
L-Shapley
Ratio=20%, neighborhoo...
2026.03
54
Beta-Shapley
Ratio=20%, alpha=4, be...
2026.03
62
Kernel SHAP
Ratio=20%
2026.03
66
ContextCite
Ratio=20%, regularizat...
2026.03
68
EnsembleSHAP
Ratio=20%
2026.03
68
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