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SVM Classification research benchmarks · SOTA2 Research

SVM Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Dataset II AD, FTD & HC

54.8Accuracy

12

Jun 30, 2026

Dataset I PD & HC

67.9Accuracy

12

Jun 30, 2026

34Runtime (s)

10

Feb 26, 2026

CIFAR-100 + FMNIST Tshirt-Coat (test)

93Accuracy

4

Apr 28, 2026

CIFAR-100 + FMNIST Trousers-Dress (test)

96Accuracy

4

Apr 28, 2026

CIFAR-100 + FMNIST Tshirt-Shirt (test)

79Accuracy

4

Apr 28, 2026

MNIST + FMNIST Sandal-Ankle boot Complex (test)

92Accuracy

4

Apr 28, 2026

MNIST + FMNIST Sandal-Sneaker Complex (test)

81Accuracy

4

Apr 28, 2026

Popular datasets

dataset MNIST + FMNIST CIFAR-100 + FMNIST HOME CREDIT CIFAR + FMNIST

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