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Papers Benchmarks Datasets Tasks

Uncertainty Attribution research benchmarks · SOTA2 Research

Uncertainty Attribution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UA-Bench Reasoning-intensive Tasks

89.8Accuracy

18

Apr 21, 2026

UA-Bench Knowledge-intensive Tasks

32.3Accuracy

18

Apr 21, 2026

0.896MURR

16

Feb 26, 2026

0.318MURR

16

Feb 26, 2026

0.971MURR

16

Feb 26, 2026

0.901MURR

16

Feb 26, 2026

Popular datasets

CIFAR UA-Bench MNIST SVHN

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