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Binary Image Classification
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6.96
AAC
Test-time augmentations
1.9888
3.2794
4.57
5.8606
Apr 2, 2026
AAC
Updated 16d ago
Evaluation Results
Method
Method
Links
AAC
Test-time augmentations
2026.04
6.96
MC Dropout
2026.04
5.67
Single model
2026.04
5.11
Prediction variance
2026.04
4.89
MCMC
2026.04
4.86
HUQ
2026.04
4.68
Total variance, base
2026.04
4.28
Entropy and MI
2026.04
4
Total variance, experts
Uses experts=inference
2026.04
2.37
Total variance, CAE
Uses experts=training
2026.04
2.18
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