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10-class classification research benchmarks · SOTA2 Research

10-class classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FedCIFAR-10 Global Dir(0.5) (test)

98.69Mean AUC

17

Mar 13, 2026

FedCIFAR-10 Local Dir(0.5) (test)

98.5M1 AUC

17

Mar 13, 2026

MNIST 10Classes

50.84Accuracy (16D)

9

Jun 23, 2026

ISOLET 10Classes

75.67Accuracy (16D)

9

Jun 23, 2026

Speech Commands (SC) 10-class

97.5Accuracy

5

Feb 26, 2026

Popular datasets

FedCIFAR-10 Speech Commands MNIST isolet

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