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Domain Adaptation research benchmarks – Page 6 · SOTA2 Research

Domain Adaptation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NSCLC patch-level (Unbalanced)

80.48Balanced Accuracy

2

May 26, 2026

RCC patch-level (Gen)

94.1Balanced Accuracy

2

May 26, 2026

SVHN to MNIST (train)

84.44Accuracy

1

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Bing -> Imagenet (target)

—

—Primary metric

0

Feb 26, 2026

Page 6 of 6

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