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Closed-set Source-Free Domain Adaptation research benchmarks · SOTA2 Research

Closed-set Source-Free Domain Adaptation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Office-31 (target)

93.3Average Accuracy

41

Apr 21, 2026

91.7Accuracy (Sy→Re)

37

Feb 26, 2026

86.9Average Accuracy

22

Feb 26, 2026

Office-Home Closed-set (test)

72.7Accuracy (Ar→Cl)

20

Feb 26, 2026

DomainNet-126 (target)

88.1Accuracy

4

Feb 26, 2026

Popular datasets

Office-Home DomainNet Office VisDA

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