Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 145 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Dataset-4 OpenML-CC18 (test)

SubTab w/ Dropout

94.85Accuracy

6

Feb 26, 2026

Dataset-3 OpenML-CC18 (test)

50.33Accuracy

6

Feb 26, 2026

Dataset-2 OpenML-CC18 (test)

SubTab w/ Dropout

89.81Accuracy

6

Feb 26, 2026

Dataset-1 OpenML-CC18 (test)

SubTab w/ Dropout

51.48Accuracy

6

Feb 26, 2026

Kaggle Understanding Clouds from Satellite Imagery (Public Leaderboard)

0.665DSC

6

Feb 26, 2026

Kaggle Understanding Clouds from Satellite Imagery (Private Leaderboard)

66.11DSC

6

Feb 26, 2026

Kaggle Understanding Clouds from Satellite Imagery (Cross-Validation)

66.89DSC

6

Feb 26, 2026

VisDA large-scale (test)

95.6Plane Accuracy

6

Feb 26, 2026

UCI letter (Iteration 20)

0.003Metric Gap

6

Feb 26, 2026

0.751Macro F1

6

Feb 26, 2026

93.4macro-F1

6

Feb 26, 2026

SMM4H Task 4 18

91.1Macro F1 Score

6

Feb 26, 2026

SMM4H Task 3 18

77.2macro-F1

6

Feb 26, 2026

81.6Macro F1

6

Feb 26, 2026

5Top-1 Count

6

Feb 26, 2026

9Top-1 Count

6

Feb 26, 2026

Human Activity (test)

96.9Accuracy

6

Feb 26, 2026

Health-care (test)

0.85AUC

6

Feb 26, 2026

ILSVRC 2016 (val)

29Top-1 Error

6

Feb 26, 2026

ILSVRC 2014 (val)

WCCN_2stage_VGG16

30.4Top-1 Error

6

Feb 26, 2026

0.13Error Rate (%)

6

Feb 26, 2026

40-dataset panel (Overall)

-0.006Mean Delta AUC

5

Jul 9, 2026

Fraud 0.17% imbalance, 5 seeds (test)

1AUC

5

Jul 8, 2026

Breast Cancer 10 seeds (test)

97.48Accuracy

5

Jul 8, 2026

84.61Accuracy

5

Jul 8, 2026

Page 145 of 202

Popular datasets

CIFAR MNIST Adult ImageNet Wine

Follow for updates

Join SOTA2 Contact