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Classification research benchmarks – Page 192 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

58.77Accuracy

2

Feb 26, 2026

RBF-Swiss Roll synthetic manifold (ID)

96Accuracy

2

Feb 26, 2026

RBF-Torus synthetic manifold (ID)

80.4Accuracy

2

Feb 26, 2026

RBF-Sphere synthetic manifold (ID)

89.2Accuracy

2

Feb 26, 2026

RBF-Cylinder synthetic manifold (ID)

90.2Accuracy

2

Feb 26, 2026

Linear-Swiss Roll synthetic manifold (ID split)

96.4Accuracy

2

Feb 26, 2026

Linear-Torus synthetic manifold (ID split)

73Accuracy

2

Feb 26, 2026

Linear-Sphere synthetic manifold (ID split)

90.1Accuracy

2

Feb 26, 2026

Linear-Cylinder synthetic manifold (ID split)

88.5Accuracy

2

Feb 26, 2026

RBF-Swiss Roll In-Distribution

81.1Accuracy

2

Feb 26, 2026

RBF-Torus In-Distribution

61.4Accuracy

2

Feb 26, 2026

RBF-Sphere In-Distribution

67.9Accuracy

2

Feb 26, 2026

RBF-Cylinder In-Distribution

72.5Accuracy

2

Feb 26, 2026

Linear-Swiss Roll In-Distribution

85.4Accuracy

2

Feb 26, 2026

Linear-Torus In-Distribution

0.627Accuracy

2

Feb 26, 2026

Linear-Sphere In-Distribution

76.7Accuracy

2

Feb 26, 2026

Linear-Cylinder In-Distribution

77.2Accuracy

2

Feb 26, 2026

1.85Latency (µs)

2

Feb 26, 2026

0.502AUC

2

Feb 26, 2026

0.714AUC

2

Feb 26, 2026

0.674AUC

2

Feb 26, 2026

68.3AUC

2

Feb 26, 2026

0.723AUC

2

Feb 26, 2026

0.717AUC

2

Feb 26, 2026

0.728AUC

2

Feb 26, 2026

Page 192 of 202

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