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Benchmarks
Concept-based Classification on CIFAR100
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86.65
Accuracy
FoCA ViT
70.6756
74.8228
78.97
83.1172
Jun 3, 2026
Accuracy
Confidence Interval
Davies-Bouldin Index
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Confidence Interval
Davies-Bouldin Index
FoCA ViT
Backbone=ViT
2026.06
86.65
0.755
1.983
ViT CBM
Backbone=ViT
2026.06
84.49
0.774
2.237
LaBo
Backbone=ViT
2026.06
76.12
0.873
2.797
CFCBM
Backbone=ViT
2026.06
74.11
0.873
2.797
LFCBM
Backbone=ViT
2026.06
72.4
0.873
2.797
Posthoc CBM
Backbone=ViT
2026.06
71.29
0.873
2.797
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