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Benchmarks
Image Classification Calibration on ImageNet
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82.32
Accuracy
BalCAL
79.9072
80.5336
81.16
81.7864
Apr 14, 2025
Accuracy
Expected Calibration Error
Adaptive Expected Calibration Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Expected Calibration Error
Adaptive Expected Calibration Error
BalCAL
Backbone=ViT-B/16
2025.04
82.32
1.48
1.49
DualFocal
Backbone=ViT-B/16
2025.04
81.94
1.69
1.61
Vanilla
Backbone=ViT-B/16
2025.04
81.85
5.74
5.72
MMCE
Backbone=ViT-B/16
2025.04
81.68
4.91
4.86
TST
Backbone=ViT-B/16
2025.04
81.04
4.38
4.31
VTST
Backbone=ViT-B/16
2025.04
80
2.01
1.91
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