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Semi-supervised Domain Generalization research benchmarks · SOTA2 Research

Semi-supervised Domain Generalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

miniDomainNet (test)

FreeMatch + UPCSC

53.7Accuracy

8

Feb 26, 2026

DigitsDG (test)

StyleMatch + UPCSC

76.7Accuracy

8

Feb 26, 2026

OfficeHome (test)

FreeMatch + UPCSC

56.8Accuracy

8

Feb 26, 2026

StyleMatch + UPCSC

79.8Accuracy

8

Feb 26, 2026

M&Ms 5% Labeled

81.71Accuracy (Domain A)

8

Feb 26, 2026

M&Ms 2% Labeled

0.796Domain A Performance

8

Feb 26, 2026

Popular datasets

M&Ms DomainNet OfficeHome PACS DigitsDG

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