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Statistical significance analysis research benchmarks · SOTA2 Research

Statistical significance analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Multimodal Evaluation Suite (Tiny-ImageNet, CIFAR-100, FMNIST, Caltech-256, AG News, MMLU, VQA, CommonGen) (test)

100Significance Rate (TAP Better)

18

May 11, 2026

UCI and Multi-source Datasets (pittsburg-bridges, breast-cancer, planning, mammographic, breast-cancer-wisc-prog, Pima, cylinder-bands, checkerboard)

6.5Test Statistic

4

Jul 8, 2026

Respiratory disease cough sound dataset Group G6

0.02eta_x

1

Feb 26, 2026

Respiratory disease cough sound dataset Group G5

0.024Eta Squared

1

Feb 26, 2026

Respiratory disease cough sound dataset Group G4

0.026Eta Squared (eta_x)

1

Feb 26, 2026

Respiratory disease cough sound dataset Group G3

0.005eta_x

1

Feb 26, 2026

Respiratory disease cough sound dataset Group G2

0.002Eta Squared

1

Feb 26, 2026

Respiratory disease cough sound dataset Group G1

0.109Eta Squared

1

Feb 26, 2026

Popular datasets

Respiratory disease cough sound dataset Multimodal Evaluation Suite UCI and Multi-source Datasets

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