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Out-of-domain Generalization research benchmarks · SOTA2 Research

Out-of-domain Generalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Out-of-Domain Generalization Suite Aggregate

78.18Average Accuracy

38

Jun 9, 2026

AGIEval Out-of-Domain Law (test)

43.41Average OOD Accuracy

16

Mar 26, 2026

LiveCodeBench, GPQA-Diamond, MMLU Average

55.39IPT

14

May 11, 2026

Diplomat, Mutual, Quality, CoQA, and Qasper Out-of-Domain Average (test)

70.9Score

9

Feb 26, 2026

OOD Suite BBH, HumanEval, MMLU, TruthfulQA

59.1BBH Score

4

Feb 26, 2026

Popular datasets

AGIEval OOD Suite Diplomat, Mutual, Quality, CoQA, and Qasper Out-of-Domain Generalization Suite LiveCodeBench, GPQA-Diamond, MMLU

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