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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 29 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98.4AUROC

19

Apr 3, 2026

50 classification tasks (test)

1.38Average Test Rank

19

Mar 26, 2026

100Accuracy

19

Jun 15, 2026

82.02Test Accuracy

19

Jul 1, 2026

m-pv4ger (test)

Satlas-Swin-100M

98.19Mean Accuracy

19

Jun 23, 2026

92Accuracy

19

Mar 10, 2026

0.934ROC AUC

19

Mar 31, 2026

74.8Recall

19

Mar 12, 2026

EEG (5% labels)

84.9Accuracy

19

Feb 26, 2026

PPG (5% labels)

54.38Accuracy

19

Feb 26, 2026

ECG (5% labels)

84.95Accuracy

19

Feb 26, 2026

93.14Accuracy

19

Feb 26, 2026

EEG (1% labels)

77.95Accuracy

19

Feb 26, 2026

PPG (1% labels)

44.4Accuracy

19

Feb 26, 2026

ECG (1% labels)

85.74Accuracy

19

Feb 26, 2026

HAR (1% labels)

84.16Accuracy

19

Feb 26, 2026

83.84AUC

19

Feb 26, 2026

0.879AUC

19

Feb 26, 2026

Wine (5-fold cross-validation)

98.3Accuracy

19

May 12, 2026

73.5Accuracy

19

May 19, 2026

81.4Macro F1 Score

19

Feb 26, 2026

Qwen & Mistral team (CFD: sampling-based) with judge (debate confidence)

74.1Macro F1 Score

19

Feb 26, 2026

CPTAC 9x magnification (test)

99.4ST (NSCLC) Accuracy

19

Feb 26, 2026

99NSCLC ST Accuracy

19

Feb 26, 2026

63.5Accuracy

19

Mar 23, 2026

Page 29 of 202

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