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 240 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SpikingResformer+DA-SSDP

96.22Accuracy

6

Feb 26, 2026

Fashion-MNIST alpha = 0.1

6Communication Rounds

6

Feb 26, 2026

ImageNet 640 samples (val)

Standard Points

196,900Kappa^2

6

Feb 26, 2026

Tiny ImageNet Dirichlet α=0.2 (test)

23.83Accuracy

6

Feb 26, 2026

CIFAR100 Dirichlet α=0.2 (test)

36.21Accuracy

6

Feb 26, 2026

CIFAR10 Dirichlet α=0.2 (test)

55.44Accuracy

6

Feb 26, 2026

CIFAR-10 (test)

88.82Accuracy (Natural)

6

Feb 26, 2026

ShrimpDiseaseBD (test)

Dense Inception CNN

97.22Accuracy

6

Feb 26, 2026

ImageNet30 (test)

88.2Averaged Accuracy (Severity 0)

6

Feb 26, 2026

CIFAR100 (test)

0.703Acc (Sev 0)

6

Feb 26, 2026

91.9Accuracy (Severity 0)

6

Feb 26, 2026

Fashion-MNIST alpha=0.1 (test)

65.76Accuracy

6

Feb 26, 2026

CCC medium (test)

43.35Accuracy (1000 speed)

6

Feb 26, 2026

71.2FCS

6

Feb 27, 2026

0.714FCS

6

Feb 27, 2026

0.79FCS

6

Feb 27, 2026

Image classification tasks

60.5FCS

6

Feb 27, 2026

ImageNet 1k (val)

LipNeXt L32W5792

57Clean Accuracy (eps=36/255)

6

Feb 26, 2026

Tiny-ImageNet (test)

LipNeXt L32W2048

45.5Clean Accuracy

6

Feb 26, 2026

71.12Test Accuracy (%)

6

Feb 26, 2026

CUB-200 incremental tasks

91.34FAA

6

Feb 26, 2026

Small CIFAR-5 (test)

99.96Retention Accuracy (%)

6

Feb 27, 2026

CIFAR-100 (test)

60.85Accuracy

6

Feb 26, 2026

CIFAR-10 (test)

87.06Accuracy

6

Feb 26, 2026

MNIST and USPS OOD original Gaussian Perlin Cutout (test)

86.92MNIST Original Acc

6

Feb 26, 2026

Page 240 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

Follow for updates

Join SOTA2 Contact