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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 101 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

76.97Accuracy

8

Mar 10, 2026

Cryptocurrency price data Target_3period

76Precision

8

Mar 4, 2026

56Accuracy

8

Mar 4, 2026

100Accuracy

8

Mar 4, 2026

86.71Accuracy

8

Mar 4, 2026

StethoBench (test)

75.5BERTScore

8

Mar 4, 2026

50.2ROUGE-1

8

Mar 4, 2026

88.6Baseline Mean TA

8

Mar 4, 2026

89.5Baseline mTA

8

Mar 4, 2026

57.73Robust Accuracy

8

Feb 27, 2026

FashionMNIST linf, epsilon=0.3 (test)

96.34Robust Accuracy (FGSM)

8

Feb 27, 2026

FashionMNIST (l2, epsilon=2) (test)

Dense Orthogonal Classifier

82.91PGD (100) Robust Accuracy

8

Feb 27, 2026

FashionMNIST l1, epsilon=10 (test)

Dense Orthogonal Classifier

92.56Clean Accuracy

8

Feb 27, 2026

CBIS-DDSM Calc (test)

75.4Accuracy

8

Feb 26, 2026

PAD-UFES-20 (PU20) (test)

85.22Accuracy

8

Feb 26, 2026

72.07Accuracy

8

Feb 26, 2026

47.2Accuracy

8

Feb 26, 2026

47.78Accuracy

8

Feb 26, 2026

73.3Accuracy

8

Feb 26, 2026

Artificial2 (test)

0.397Accuracy

8

Feb 26, 2026

0.436F1 Score

8

Feb 26, 2026

87.9F1 Score

8

Feb 26, 2026

77.62Precision

8

Feb 26, 2026

91.34Precision

8

Feb 26, 2026

92.18Accuracy

8

Feb 26, 2026

Page 101 of 202

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