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 140 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

mammographic UCI/KEEL (test)

91.51Accuracy

6

Feb 26, 2026

hill_valley UCI/KEEL (test)

69.27Accuracy

6

Feb 26, 2026

hepatitis UCI KEEL (test)

91.3Accuracy

6

Feb 26, 2026

fertility UCI/KEEL (test)

0.869Accuracy

6

Feb 26, 2026

conn_bench_sonar_mines_rocks UCI/KEEL (test)

82.6Accuracy

6

Feb 26, 2026

cylinder_bands UCI/KEEL (test)

77.92Accuracy

6

Feb 26, 2026

cmc UCI KEEL (test)

80Accuracy

6

Feb 26, 2026

cleve UCI/KEEL (test)

86.03Accuracy

6

Feb 26, 2026

chess_krvkp UCI KEEL (test)

99.37Accuracy

6

Feb 26, 2026

checkerboard UCI/KEEL (test)

88.46Accuracy

6

Feb 26, 2026

bupa or liver-disorders UCI KEEL (test)

96.1Accuracy

6

Feb 26, 2026

brwisconsin UCI/KEEL (test)

0.976Accuracy

6

Feb 26, 2026

breast_cancer_wisc UCI/KEEL (test)

96.74Accuracy

6

Feb 26, 2026

breast_cancer UCI/KEEL (test)

78.82Accuracy

6

Feb 26, 2026

breast_cancer_wisc_prog UCI/KEEL (test)

75Accuracy

6

Feb 26, 2026

breast_cancer_wisc_diag UCI/KEEL (test)

98.25Accuracy

6

Feb 26, 2026

bank UCI/KEEL (test)

89.31Accuracy

6

Feb 26, 2026

aus UCI/KEEL (test)

87.98Accuracy

6

Feb 26, 2026

10 datasets (Appendicitis, Australian, Dermatology, Hepatitis, Pima, Ring, Saheart, Spambase, Wine, Zoo) (average)

7.12Number of Rules

6

Feb 26, 2026

ErythrocitesIDB (test)

93.5F1 Score

6

Feb 26, 2026

AI-READI Scenario C — Dual-Class Undersampling (train)

21.47ACC

6

Feb 26, 2026

AI-READI Scenario B — Negative-Class Undersampling (train)

17.16Accuracy

6

Feb 26, 2026

AI-READI Scenario A — Positive-Class Undersampling (train)

21ACC

6

Feb 26, 2026

bank UCI (test)

98.8Accuracy

6

Feb 26, 2026

fault UCI (test)

73.4Accuracy

6

Feb 26, 2026

Page 140 of 202

Popular datasets

CIFAR MNIST Adult ImageNet Wine

Follow for updates

Join SOTA2 Contact