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Benchmarks
Object Classification on Caltech-101 (test)
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1.04
SURFMAE
SAE
0.9456
1.5828
2.22
2.8572
Apr 15, 2025
SURFMAE
SURFEMD
Top-1 Accuracy
Rank Correlation
Updated 19d ago
Evaluation Results
Method
Method
Links
SURFMAE
SURFEMD
Top-1 Accuracy
Rank Correlation
SAE
Backbone=ResNet-50
2025.04
1.04
0.195
99.2
0.366
HU-MCD
Backbone=ResNet-50
2025.04
1.97
0.384
99.7
0.149
MCD
Backbone=ResNet-50
2025.04
2.6
0.426
99.4
0.145
CRAFT
Backbone=ResNet-50
2025.04
3.19
0.878
90.6
0.068
C-SHAP
Backbone=ResNet-50
2025.04
3.28
0.882
6.3
0.005
ICE
Backbone=ResNet-50
2025.04
3.33
0.628
98.9
0.093
CDISCO
Backbone=ResNet-50
2025.04
3.4
0.932
0.2
0.002
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