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Papers Benchmarks Datasets Tasks

Multi-class Calibration research benchmarks · SOTA2 Research

Multi-class Calibration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-100 logits (test)

-0.97LogLoss Absolute Improvement

60

Mar 11, 2026

IMAGENET (test)

-0.049NLL Improvement (Absolute)

12

Mar 11, 2026

1.5NLL

8

Feb 26, 2026

1.7NLL

8

Feb 26, 2026

1.6NLL

8

Feb 26, 2026

1.4NLL

8

Feb 26, 2026

Popular datasets

ImageNet CIFAR Food 20NG R52

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