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Benchmarks
Identifying shifted features on COVID-19 Dense Simulation (AUC)
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95
AUC
SGShift-K
63.8
71.9
80
88.1
May 27, 2025
AUC
Updated 5d ago
Evaluation Results
Method
Method
Links
AUC
SGShift-K
Model Match=Matched
2025.05
95
SGShift-K
Model Match=Mismatched
2025.05
93
SHAP
Model Match=Matched
2025.05
86
SGShift-A
Model Match=Matched
2025.05
83
SGShift
Model Match=Matched
2025.05
80
Diff
Model Match=Matched
2025.05
79
Diff
Model Match=Mismatched
2025.05
78
SHAP
Model Match=Mismatched
2025.05
78
SGShift
Model Match=Mismatched
2025.05
76
SGShift-A
Model Match=Mismatched
2025.05
76
WhyShift
Model Match=Mismatched
2025.05
74
WhyShift
Model Match=Matched
2025.05
65
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