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 139 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Clipart to Sketch stylistic shift (target)

20.34Accuracy

6

Feb 26, 2026

CIFAR10 to STL natural resolution shift (target)

53.418Accuracy

6

Feb 26, 2026

CIFAR10 to CIFAR100 natural shift (target)

18.588Accuracy

6

Feb 26, 2026

CIFAR100 to CIFAR10 natural shift target

0.566Accuracy

6

Feb 26, 2026

Synthetic data (SNR=20, 0.2 correlation, 0.05 true density) v1 (test)

0.9Accuracy

6

Feb 26, 2026

0.958Accuracy

6

Feb 26, 2026

82.13ACC (%)

6

Feb 26, 2026

79.3ACC

6

Feb 26, 2026

Forest Cover (test)

83.4Accuracy

6

Feb 26, 2026

Syn-Imb 5-fold cross-validation

89.8Accuracy

6

Feb 26, 2026

Syn-Bal 5-fold cross-validation

96.1Accuracy

6

Feb 26, 2026

CreditG 5-fold cross-val

67.5Accuracy

6

Feb 26, 2026

121 UCI data sets

2.434Average Rank

6

Feb 26, 2026

121 UCI data sets mean across

72.23Accuracy

6

Feb 26, 2026

Underwater ship recordings Task 3 (folds)

64.86MCC

6

Feb 26, 2026

Underwater ship recordings Task 2 (folds)

78.53MCC

6

Feb 26, 2026

Underwater ship recordings Task 1 (folds)

99.63MCC

6

Feb 26, 2026

planning UCI KEEL (test)

83.33Accuracy

6

Feb 26, 2026

ripley UCI KEEL (test)

89.47Accuracy

6

Feb 26, 2026

pittsburg_bridges T_OR_D UCI/KEEL (test)

91.23Accuracy

6

Feb 26, 2026

pima UCI/KEEL (test)

76.19Accuracy

6

Feb 26, 2026

oocytes_merluccius_nucleus_4d UCI KEEL (test)

77.43Accuracy

6

Feb 26, 2026

oocytes_trisopterus_nucleus_2f UCI KEEL (test)

86.98Accuracy

6

Feb 26, 2026

new-thyroid1 UCI KEEL (test)

1Accuracy

6

Feb 26, 2026

monks 3 UCI/KEEL (test)

96.62Accuracy

6

Feb 26, 2026

Page 139 of 202

Popular datasets

CIFAR MNIST Adult ImageNet Wine

Follow for updates

Join SOTA2 Contact