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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 276 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VGG Net-D & Net-E

86.2Mean Class Recall

5

Feb 26, 2026

69.26Accuracy

4

Jul 7, 2026

Tiny-ImageNet Clean AA Aggregate standard (test)

36.55Accuracy

4

Jul 7, 2026

Tiny-ImageNet AutoAttack standard (test)

18.95Accuracy

4

Jul 7, 2026

Tiny-ImageNet Clean standard (test)

54.15Accuracy

4

Jul 7, 2026

ImageNet-1K (val)

REDI with incoming attention mass

84.706Top-1 Acc

4

Jul 1, 2026

11.68Mean Prediction Set Size

4

Jul 1, 2026

65Accuracy

4

Jun 30, 2026

84.26Accuracy

4

Jun 30, 2026

74.01AUROC

4

Jun 30, 2026

99.9Accuracy

4

Jun 30, 2026

ImageNet-100 (test)

91.14Top-1 Accuracy (Original)

4

Jun 25, 2026

ImageNet-S OOD (test)

34.35Top-1 Accuracy

4

Jun 25, 2026

ImageNet-R OOD (test)

31.89Top-1 Accuracy

4

Jun 25, 2026

I2E-ImageNet (test)

60.5Accuracy

4

Jun 24, 2026

N-ImageNet (test)

48.93Accuracy

4

Jun 24, 2026

ImageNet 1K (val)

-7.74BD-Rate

4

Jun 23, 2026

0.69Training Time (s/epoch)

4

Jun 19, 2026

76.87Accuracy (Patch Token)

4

Jun 19, 2026

Traffic Sign Recognition (Video-based Evaluation)

75.23AP

4

Jun 17, 2026

Spherical MNIST 64x64 resolution (test)

99.31Accuracy

4

Jun 16, 2026

76.1Accuracy

4

Jun 12, 2026

26Worst Group Top-1 Accuracy

4

Jun 11, 2026

CIFAR-100 Long-tailed Imbalance, with Label Noise (test)

14.29Balanced Accuracy

4

Jun 9, 2026

long-tailed CIFAR-10 with asymmetric noise (test)

26.47Recall

4

Jun 9, 2026

Page 276 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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