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Classification research benchmarks – Page 74 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

20.04Accuracy

10

Feb 26, 2026

87.38Accuracy

10

Feb 26, 2026

87.67Accuracy

10

Feb 26, 2026

68.45Accuracy

10

Feb 26, 2026

WiSig 20-1 → 7-14

99.69Classification Accuracy

10

Feb 26, 2026

WiSig 2-19 → 19-2

91.07Accuracy

10

Feb 26, 2026

WiSig 7-7 → 8-8

0.995Accuracy

10

Feb 26, 2026

WiSig 2-1 → 18-2

64.19Classification Accuracy

10

Feb 26, 2026

WiSig 1-1 → 1-19

86.82Accuracy

10

Feb 26, 2026

WiSig 14-7 → 3-19

80.74Accuracy

10

Feb 26, 2026

96.59F1 Score

10

Feb 26, 2026

99.43F1 Score

10

Feb 26, 2026

61.2F1 Score

10

Feb 26, 2026

ACSIncome (test)

98Global Accuracy

10

Feb 26, 2026

BCIC-2B 9 subjects

80.51AUROC

10

Feb 26, 2026

BCIC-2A 9 subjects

50.66Weighted F1

10

Feb 26, 2026

0.955AUC

10

Feb 26, 2026

0.821AUC

10

Feb 26, 2026

Tiny-ImageNet (OOD)

76Top-1 Accuracy

10

May 12, 2026

78.9Accuracy

10

Feb 26, 2026

FAIR1M domain generalization evaluation v2

74Accuracy (ACC)

10

Feb 26, 2026

BreastMNIST MedMNIST v2 (test)

89.7Accuracy

10

Feb 26, 2026

ICIAR Four-Class 2018 (test)

0.892AUC-ROC

10

Feb 26, 2026

Mini-DDSM Three-Class (test)

0.849AUC-ROC

10

Feb 26, 2026

MTEB English Classification subsets

GIST + TempScale

65.12Average Classification Score

10

Feb 26, 2026

Page 74 of 202

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