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ResearchFormerly WizWand

Out-of-Domain Detection

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

In: CIFAR-100, Out: TinyImageNet

34.3FPR@95%

15

May 21, 2026

BANKING77 75% known ratio

84.4Accuracy

8

Feb 26, 2026

BANKING77 50% known ratio

83.78Accuracy

8

Feb 26, 2026

BANKING77 25% known ratio

85.71Accuracy

8

Feb 26, 2026

CLINC150 75% known ratio (test)

0.877Accuracy

6

Feb 26, 2026

CLINC150 50% known ratio (test)

88.61Accuracy

6

Feb 26, 2026

CLINC150 25% known ratio (test)

89.79Accuracy

6

Feb 26, 2026