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Benchmarks
Medical Image Classification on AV1451
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20.38
AdaECE
DFL
20.29
20.8975
21.505
22.1125
Apr 8, 2026
AdaECE
AdaECE (before temperature scaling)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AdaECE
AdaECE (before temperature scaling)
DFL
Model=MLP
2026.04
20.38
19.36
MMCE
Model=MLP
2026.04
21.38
20.84
AFL
Model=MLP
2026.04
22.03
21.16
Brier Loss
Model=MLP
2026.04
22.11
20.7
FLSD
Model=MLP
2026.04
22.27
22.59
GCE
Model=MLP
2026.04
22.3
20.3
CE
Model=MLP
2026.04
22.63
20.97
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