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Multi-Target Domain Adaptation research benchmarks · SOTA2 Research

Multi-Target Domain Adaptation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

89.6Avg Acc

23

Feb 26, 2026

96.1Acc (A -> C,D,W)

21

Feb 26, 2026

OfficeHome (various)

64.9Accuracy (Ar -> Cl, Pr, Rw)

12

Feb 26, 2026

OfficeHome (test)

64.8Acc (Ar -> Cl, Pr, Rw)

12

Feb 26, 2026

DomainNet v1 (test)

37Cli Accuracy

9

Feb 26, 2026

Digits-Four (test)

MD-MTDA CDAN Mixed

92.8Accuracy (sv->mt)

8

Feb 26, 2026

33.6Acc (c)

5

Feb 26, 2026

84.1Accuracy (Ar)

3

Mar 5, 2026

Popular datasets

DomainNet OfficeHome Office-Home Digits Office

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