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Benchmarks
Image Classification on CIFAR-10 (Accuracy, Binarity score, Concept accuracy)
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96.1
Accuracy
HTAF
78.628
83.164
87.7
92.236
May 12, 2026
Accuracy
Binarity Score
Concept Accuracy
Updated 21d ago
Evaluation Results
Method
Method
Links
Accuracy
Binarity Score
Concept Accuracy
HTAF
Backbone=WideResNet
2026.05
96.1
98.4
96.1
SS
beta_0=50, Backbone=Wi...
2026.05
95.7
40.4
91.6
SS
beta_0=10^1, Backbone=...
2026.05
95.5
3.9
91.2
SS
beta_0=10^2, Backbone=...
2026.05
95.3
73.3
91.5
STE
Backbone=WideResNet
2026.05
94.3
100
89.7
BM
Backbone=WideResNet
2026.05
90
-
88.4
SS
beta_0=10^3, Backbone=...
2026.05
79.3
99.7
73.8
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