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 180 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

COCO BadNet-Stripes

80.5Clean Accuracy

3

Apr 8, 2026

ImageNet Blended-Text

73.7Clean Accuracy

3

Apr 8, 2026

ImageNet BadNet-Stripes

73.5Clean Accuracy

3

Apr 8, 2026

0.074ECE

3

Apr 1, 2026

0.03ECE

3

Apr 1, 2026

0.066ECE

3

Apr 1, 2026

10 Synthetic Domains

99.9Accuracy

3

Mar 31, 2026

EU AI Act Borderline n=80

LGGT+ (Gödel TG)

85Accuracy

3

Mar 31, 2026

EU AI Act Classification Marginal n=1035

LGGT+ (Łukasiewicz TL)

56.9Accuracy

3

Mar 31, 2026

EU AI Act Clear n=1035

LGGT+ (Gödel TG)

100Accuracy

3

Mar 31, 2026

EU AI Act Classification n=1035 (overall)

LGGT+ (Gödel TG)

84.5Accuracy

3

Mar 31, 2026

TsetlinWiSARD-300

79.97Test Accuracy

3

Mar 26, 2026

100Accuracy

3

Mar 26, 2026

1380-molecule dataset

90.32Accuracy

3

Mar 26, 2026

Reflacx official (test)

Cross-Attention

70.06Accuracy

3

Mar 25, 2026

84.51Accuracy

3

Mar 24, 2026

54.46Accuracy

3

Mar 24, 2026

Tuadromd 60% MNAR

Almost Minimal Repair

98.32Accuracy

3

Mar 19, 2026

Tuadromd 40% MNAR

98.38Accuracy

3

Mar 19, 2026

Tuadromd 20% MNAR

98.71Accuracy

3

Mar 19, 2026

Malware 20% MNAR

Almost Minimal Repair

96.31Accuracy

3

Mar 19, 2026

95.9Accuracy

3

Mar 18, 2026

6 Remote Sensing Datasets Zero-shot

72.95Accuracy (Zero-Shot)

3

Mar 16, 2026

ADULT 50% missingness (test)

86.19AUC

3

Mar 13, 2026

AIforCOVID (LOCO)

74.3Accuracy

3

Mar 13, 2026

Page 180 of 202

Popular datasets

CIFAR MNIST Adult ImageNet Wine

Follow for updates

Join SOTA2 Contact