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

Image Classification research benchmarks – Page 307 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

14.1∆CA

3

Feb 26, 2026

14.2Delta CA

3

Feb 26, 2026

13.8Delta CA

3

Feb 26, 2026

-0.3Delta CA

3

Feb 26, 2026

CIFAR-100 non-IID (test)

31Convergence Rounds (30% Target)

3

Feb 26, 2026

CIFAR-10 first five classes

MerLin-based QSSL

49.2Accuracy

3

Feb 26, 2026

Cactus-fig (test)

97.3Accuracy

3

Feb 26, 2026

CIFAR-100 (test)

SYN+NST+TA (Ours+RE+N+FN)

0.831Accuracy

3

Feb 26, 2026

CIFAR-10 (test)

SYN+NST+TA (Ours+RE+N)

97.01Accuracy

3

Feb 26, 2026

Leaf Disease and Freshness (val)

99Precision

3

Feb 26, 2026

Paddy Variety BD

91.95Accuracy

3

Feb 26, 2026

98.83Accuracy

3

Feb 26, 2026

100Accuracy

3

Feb 26, 2026

Footpath Vision BD

93.58Accuracy

3

Feb 26, 2026

Auto-Rickshaw Image BD

96Accuracy

3

Feb 26, 2026

2.32Robust Accuracy

3

Feb 27, 2026

12Robust Accuracy

3

Feb 27, 2026

ImageNet-21K Cleaner search space (val)

48.81-NN Acc

3

Feb 26, 2026

ImageNet 21K search space (val)

42.21-NN Acc

3

Feb 26, 2026

ImageNet Cleaner 14K (val)

60.91-NN Accuracy

3

Feb 26, 2026

ImageNet 14K search space (val)

52.8KNN Accuracy (K=1)

3

Feb 26, 2026

ImageNet-1K Clean (val)

86.11-NN Acc

3

Feb 26, 2026

ImageNet 1K (val)

77.61-NN Accuracy

3

Feb 26, 2026

1,000Avg Samples per Episode

3

Feb 26, 2026

5,000Avg Samples per Episode

3

Feb 26, 2026

Page 307 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

Follow for updates

Join SOTA2 Contact