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 270 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet 5-shot (val)

68.3Top-1 Acc

5

Feb 26, 2026

ImageNet 2-shot (val)

61.1Top-1 Accuracy

5

Feb 26, 2026

ImageNet 1-shot (val)

51.6Top-1 Acc

5

Feb 26, 2026

94.32LAD-A

5

Feb 26, 2026

Classification Dataset

98Top-1 Accuracy

5

Jun 18, 2026

CIFAR-100 Dirichlet setting (100 clients) (test)

78.03Accuracy

5

Feb 26, 2026

CIFAR-10 Dirichlet setting (100 clients) (test)

96.05Accuracy

5

Feb 26, 2026

ImageNet-100 (retrain)

Supernet Shifting

85.61Top-1 Accuracy

5

Feb 26, 2026

ImageNet-1K (retrain)

Supernet Shifting

74.28Top-1 Acc

5

Feb 26, 2026

ImageNet100-A (test)

9,620ASR

5

Feb 26, 2026

Office-Home Open (test)

Any-shift Prompting

83.4Accuracy (Art)

5

Feb 26, 2026

RSNA Pneumonia Detection 70% - 30% (test)

81.4Accuracy

5

Feb 26, 2026

ImageNet (test val)

0.682Standard Accuracy

5

Feb 26, 2026

DTD base-to-new generalization

Linear Probing (CLIP)

80.63Base Accuracy

5

Feb 26, 2026

CIFAR-10 (test)

46.53Accuracy (Exit 1)

5

Feb 26, 2026

TINYIMAGENET full (test)

28.98Natural Accuracy

5

Feb 26, 2026

ImageNet 1k (val)

74.11Accuracy (Top-1)

5

Feb 26, 2026

Stanford Cars 75%

83.13Top-1 Accuracy

5

Feb 26, 2026

Stanford Cars 50%

75.24Top-1 Accuracy

5

Feb 26, 2026

Stanford Cars 25% subset

53.16Top-1 Accuracy

5

Feb 26, 2026

Stanford Cars 10% subset

23.49Top-1 Acc

5

Feb 26, 2026

ELEVATER and ImageNet 21 multimodal datasets (test)

56.8Accuracy

5

Feb 26, 2026

94.05Accuracy

5

Feb 26, 2026

CIFAR100 standard (test)

75.03Accuracy

5

Feb 26, 2026

CIFAR10 standard (test)

91.37Accuracy

5

Feb 26, 2026

Page 270 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

Follow for updates

Join SOTA2 Contact