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Benchmarks
Image Classification on Tiny-ImageNet (AdaECE)
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0.92
AdaECE
FLSD
0.8892
1.0971
1.305
1.5129
Apr 8, 2026
AdaECE
AdaECE (pre-TS)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AdaECE
AdaECE (pre-TS)
FLSD
Model=ResNet-50
2026.04
0.92
1.79
FLSD
Model=ResNet-110
2026.04
0.94
2.14
AFL
Model=ResNet-50
2026.04
1
2.67
Brier Loss
Model=ResNet-50
2026.04
1.04
3.09
AFL
Model=ResNet-110
2026.04
1.04
2.7
DFL
Model=ResNet-110
2026.04
1.06
2.49
DFL
Model=ResNet-50
2026.04
1.13
2.59
GCE
Model=ResNet-50
2026.04
1.19
4.32
GCE
Model=ResNet-110
2026.04
1.28
4.22
CE
Model=ResNet-50
2026.04
1.57
16.5
MMCE
Model=ResNet-110
2026.04
1.62
16.24
MMCE
Model=ResNet-50
2026.04
1.68
14.86
CE
Model=ResNet-110
2026.04
1.69
16.05
Brier Loss
Model=ResNet-110
2026.04
1.69
2.27
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