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Classification research benchmarks – Page 62 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

95.05Accuracy

11

Mar 24, 2026

0.949Accuracy

11

Feb 26, 2026

0.811ROC AUC

11

Mar 4, 2026

56.44Precision

11

Feb 26, 2026

76.73Precision

11

Feb 26, 2026

59.14Accuracy

11

Feb 26, 2026

TweetTopic Single Classification

74.2Accuracy

11

Feb 26, 2026

MassiveIntentClassification

77.08Accuracy

11

Feb 26, 2026

SwissJudgementClassification

58.58Accuracy

11

Feb 26, 2026

FinancialPhrasebank

83.02Accuracy

11

Feb 26, 2026

CCT SCSM feature

BiLSTM-Attention

86.96Accuracy

11

Feb 26, 2026

0.3NLL

11

Feb 26, 2026

0.63NLL

11

Feb 26, 2026

0.17NLL

11

Feb 26, 2026

0.9NLL

11

Feb 26, 2026

0.57NLL

11

Feb 26, 2026

0.51NLL

11

Feb 26, 2026

0.31Log Time (s)

11

Feb 26, 2026

UCI Breast Cancer (test)

0.974Accuracy

11

Jun 5, 2026

WiSig 20-1 → 7-14 (test)

99.73Accuracy

11

Feb 26, 2026

WiSig (2-19 → 19-2) (test)

88.94Accuracy

11

Feb 26, 2026

WiSig 7-7 → 8-8 (test)

99.79Accuracy

11

Feb 26, 2026

WiSig 2-1 → 18-2 (test)

46.08Accuracy

11

Feb 26, 2026

WiSig 1-1 → 1-19 (test)

82.23Accuracy

11

Feb 26, 2026

WiSig 14-7 → 3-19 (test)

76.17Accuracy

11

Feb 26, 2026

Page 62 of 202

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