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Image Classification on CIFAR-10 (Spurious Correlation Analysis)
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94
Overall Accuracy
Benign model
88.0616
89.6033
91.145
92.6867
Mar 8, 2026
Overall Accuracy
Clean Accuracy
Spurious Accuracy
Updated 4mo ago
Evaluation Results
Method
Method
Links
Overall Accuracy
Clean Accuracy
Spurious Accuracy
Benign model
2026.03
94
94.42
100
Dyn. rectifying
n=20
2026.03
93.99
94.3
94.42
FT model
n=20
2026.03
93.47
88.97
99.62
FT model
n=10
2026.03
93.32
88.22
99.66
Stat. rectifying
n=1
2026.03
93.19
96.65
98.88
Dyn. rectifying
n=1
2026.03
92.93
94.29
96.15
A-ClArC
n=20
2026.03
92.41
76.77
79.34
P-ClArC
n=20
2026.03
88.29
16.89
17.12
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