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Classification research benchmarks – Page 153 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

79.2AUROC

5

Apr 7, 2026

84.5AUROC

5

Apr 7, 2026

0.799AUROC

5

Apr 7, 2026

0.76AUROC

5

Apr 7, 2026

81AUROC

5

Apr 7, 2026

94.26Accuracy

5

Apr 7, 2026

94.71Accuracy

5

Apr 7, 2026

donors (held-out)

72Accuracy

5

Apr 3, 2026

0.866AUROC

5

Apr 1, 2026

Tabular Public Benchmark

86.68Worst Case Score (Seed)

5

Mar 31, 2026

41.3Accuracy

5

Mar 30, 2026

SIIM-ACR official (test)

Two-Way Attention

86.4Accuracy

5

Mar 25, 2026

ImageNet-1k (val)

85Top-1 Accuracy

5

Mar 19, 2026

Tuadromd MCAR injected (test)

98.43Ground Truth Accuracy

5

Mar 19, 2026

Malware 60% MAR

96.2Accuracy

5

Mar 19, 2026

Malware 40% MAR

96.4Accuracy

5

Mar 19, 2026

Malware 20% MAR

96.59Accuracy

5

Mar 19, 2026

LC25000 Colon (test)

90.39Accuracy

5

Mar 19, 2026

CIC DDoS 2019 (test)

Het. Graph U-Nets

100Accuracy

5

May 19, 2026

88.41Accuracy

5

Mar 17, 2026

Widar Orientation 3 target (test)

90.68Accuracy (%)

5

Mar 16, 2026

Widar Orientation 2 target (test)

84.03Accuracy

5

Mar 16, 2026

Widar Orientation 1 target (test)

77.56Accuracy

5

Mar 16, 2026

Widar User 7 target (test)

96.52Accuracy

5

Mar 16, 2026

Widar User 3 target (test)

88.06Accuracy

5

Mar 16, 2026

Page 153 of 202

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