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 274 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-100 (test)

78.7Clean Accuracy

5

Feb 26, 2026

81.7Top-1 Accuracy

5

Feb 26, 2026

CIFAR-100 first class split

63.3Acc (S1: Animals)

5

Feb 26, 2026

ImageNet DEEPNETS-1M (test)

SGD (10000 steps)

37.7Avg Top-5 Accuracy

5

Feb 26, 2026

Tiny ImageNet Step-Imbalance, p=100 (test)

41.13Accuracy

5

Feb 26, 2026

Tiny ImageNet Long-Tailed, p=100 (test)

0.427Accuracy

5

Feb 26, 2026

Oxford IIIT Pets

EfficientNet-L2

2.9Top-1 Error Rate

5

Feb 26, 2026

Controlled Noisy Web Labels (CNWL) Red Mini-ImageNet 1.0 (test)

51.42Accuracy (20% Noise)

5

Feb 26, 2026

CIFAR-100 10000 labels standard

32Error Rate

5

Feb 26, 2026

CIFAR-100 4000 labels standard

32.77Error Rate

5

Feb 26, 2026

Tiny-ImageNet Symmetric Noise 0.2 (test)

0.829Accuracy (Best)

5

Feb 26, 2026

OpenImages (test)

85.8Accuracy

5

Feb 26, 2026

Stanford 40 Actions

67.92Accuracy

5

Feb 26, 2026

ImageNet 1k (val)

68.1Accuracy @ Epoch 100

5

Feb 26, 2026

MNIST 75 (test)

96.19Accuracy

5

Feb 26, 2026

Spherical MNIST NR/R

99.08Accuracy

5

Feb 26, 2026

SVHN 500 labels (test)

3.61Error Rate

5

Feb 26, 2026

CIFAR-100 40% Nearest noise

57.9Accuracy

5

Feb 26, 2026

Tiny ImageNet 40% Mixed noise: A-20, S-20

37.9Accuracy

5

Feb 26, 2026

CIFAR-100 40% Mixed noise: A-20, S-20

60.6Accuracy

5

Feb 26, 2026

CIFAR-10 40% Mixed noise: A-20, S-20

86.1Accuracy

5

Feb 26, 2026

Tiny ImageNet 40% Mixed noise: A-30, S-10

39.7Accuracy

5

Feb 26, 2026

CIFAR-100 40% Mixed noise: A-30, S-10

61.5Accuracy

5

Feb 26, 2026

CIFAR-10 40% Mixed noise: A-30, S-10

85.7Accuracy

5

Feb 26, 2026

Tiny ImageNet 40% Asymmetric noise

37.6Accuracy

5

Feb 26, 2026

Page 274 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

Follow for updates

Join SOTA2 Contact