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Multi-source Domain Adaptation research benchmarks · SOTA2 Research

Multi-source Domain Adaptation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98.77Acc (Art Painting)

39

Apr 28, 2026

91.7Accuracy (Ar)

38

May 7, 2026

71.2Accuracy (Domain A)

24

May 7, 2026

98.3C Score

24

May 7, 2026

DomainNet (test)

Multi-Prompt Alignment

53.9Average Accuracy

24

Feb 26, 2026

88.94Accuracy (Art)

8

Feb 26, 2026

Digit-18 (test)

99.3Accuracy (MNIST)

3

May 6, 2026

OfficeHome (test)

7,314Running Time (R)

3

Feb 26, 2026

Popular datasets

PACS DomainNet OfficeHome Office-Home ImageCLEF

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