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Papers Benchmarks Datasets Tasks

Node-level Out-of-Distribution Detection research benchmarks · SOTA2 Research

Node-level Out-of-Distribution Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

70.57AUROC (Aleatoric)

10

Feb 26, 2026

Coauthor (test)

Classical ensemble

95.3AUROC (aleatoric)

10

Feb 26, 2026

70.78AUROC (aleatoric)

10

Feb 26, 2026

65.77AUROC (aleatoric)

10

Feb 26, 2026

Squirrel (test)

0.75AUROC (aleatoric)

10

Feb 26, 2026

Chameleon (test)

76.29AUROC (aleatoric)

10

Feb 26, 2026

Popular datasets

Reddit Chameleon Squirrel Coauthor ArXiv

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