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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 60 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

70.26Accuracy

12

Feb 26, 2026

90.83Accuracy

12

Feb 26, 2026

Food-MNIST 10 classes (val)

CNN (2 Conv Layers)

73.84Accuracy

11

Jul 7, 2026

61.3Accuracy

11

Jul 7, 2026

85.32Accuracy

11

Jul 7, 2026

89.6Accuracy

11

Jul 3, 2026

88.2Accuracy

11

Jul 3, 2026

93.68F1 Score

11

Jun 26, 2026

Cryopathy diagnostic dataset (test)

R5: RF + Aggressive Aug

38.09Accuracy

11

Jun 23, 2026

rel-ratebeer b-churn

83.1AUC

11

Jun 4, 2026

ieee-cis t-fraud

OpenRFM (tabpfn)

92.6AUC

11

Jun 4, 2026

UPMC Food-101 Img-Text

93.6Accuracy (Clean)

11

Jun 1, 2026

Waterbirds bias-free (test)

90.8Balanced Accuracy

11

Jun 1, 2026

FairFace bias-free (test)

90.4Balanced Accuracy

11

Jun 1, 2026

OpenML 72 datasets CC18 (5-fold CV)

76.2Decision Accuracy

11

May 22, 2026

Classification Dataset Suite

98.1Classification Accuracy

11

May 20, 2026

MedMNIST3D Organ (test)

94Accuracy

11

May 19, 2026

MedMNIST3D Synapse (test)

77Accuracy

11

May 19, 2026

MedMNIST3D Nodule (test)

88.7Accuracy

11

May 19, 2026

TALENT classification subset (170 datasets, <= 10 classes)

TabICLv2-Retouche

3.83Mean Rank

11

May 8, 2026

Augsburg Dataset

98.1Accuracy (Forest)

11

May 1, 2026

MRI-VQA image-level (test)

Qwen3-VL-8B-SGMRIVQA

97.56A-Score

11

Apr 20, 2026

100Accuracy (Y)

11

Apr 14, 2026

92.68Accuracy (Y)

11

Apr 14, 2026

100Accuracy

11

Apr 10, 2026

Page 60 of 202

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