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Cross-dataset generalization research benchmarks · SOTA2 Research

Cross-dataset generalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

10 Target Datasets (Caltech, Pets, Cars, Flowers, Food101, Aircraft, SUN397, DTD, EuroSAT, UCF101) various (test)

67.34Avg Acc

18

Feb 26, 2026

ImageNet 1K (test)

72.77Accuracy

10

Feb 26, 2026

MLRSNet (source)

65.91Accuracy

8

Feb 26, 2026

RESISC45 (source)

66.86Accuracy

8

Feb 26, 2026

61.66Accuracy

8

Feb 26, 2026

PatternNet (source)

60.13Accuracy

8

Feb 26, 2026

DTU object-centric scenes

17.899PSNR

5

Apr 14, 2026

ACID outdoor scenes

25.983PSNR

5

Apr 14, 2026

Popular datasets

ImageNet DTU MLRSNet Resisc45 ACID

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