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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 111 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

86.93Base Performance

7

Jun 4, 2026

86.83Base Score

7

Jun 4, 2026

65.45Base Accuracy

7

Jun 4, 2026

89.54Base Score

7

Jun 4, 2026

78.86Base Score

7

Jun 4, 2026

84.88Base Score

7

Jun 4, 2026

Average over 10 datasets

79.03Base Score

7

Jun 4, 2026

92.59Precision

7

Jun 4, 2026

CLEF eHealth 2019 (test)

ChristBERTscratch

93.68Precision

7

Jun 4, 2026

88.1Macro AUROC

7

Jun 4, 2026

0.923Macro AUROC

7

Jun 4, 2026

0.853Macro AUROC

7

Jun 4, 2026

91.7Macro AUROC

7

Jun 4, 2026

86.3Macro AUROC

7

Jun 4, 2026

YaleB bias-free (test)

97.6Balanced Accuracy

7

Jun 1, 2026

IBD diagnosis UC vs. CD

9.8ECE

7

May 29, 2026

Classification Suite (AGNews, DBPedia, HateSpeech18, MR, SST-2, SST-5, Subj, TREC)

88.08AGNews Accuracy

7

May 21, 2026

PadChest-GR (test)

88.1AUROC (%)

7

May 20, 2026

87.1AUROC

7

May 20, 2026

ChestXDet10 (test)

82.5AUROC

7

May 20, 2026

88.17AUC

7

May 19, 2026

99.9AUC

7

May 14, 2026

CH (CropHarvest) (full-sensor evaluation)

64.8F1 Score

7

May 14, 2026

0.907AUC

7

May 14, 2026

74.4AUC

7

May 14, 2026

Page 111 of 202

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