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Benchmarks
Identifying shifted features on SUPPORT2 Sparse Simulation (AUC)
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96
AUC
SGShift-K
65.84
73.67
81.5
89.33
May 27, 2025
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
SGShift-K
Model Match=Matched
2025.05
96
SGShift-K
Model Match=Mismatched
2025.05
95
SGShift-A
Model Match=Matched
2025.05
94
SGShift
Model Match=Matched
2025.05
92
SGShift-A
Model Match=Mismatched
2025.05
88
SGShift
Model Match=Mismatched
2025.05
86
Diff
Model Match=Matched
2025.05
83
SHAP
Model Match=Matched
2025.05
82
Diff
Model Match=Mismatched
2025.05
80
SHAP
Model Match=Mismatched
2025.05
76
WhyShift
Model Match=Matched
2025.05
67
WhyShift
Model Match=Mismatched
2025.05
67
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