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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 104 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OmniBenchmark Task 1, 100-20

63.93Accuracy (r)

16

Feb 26, 2026

92.31Accuracy

16

Apr 24, 2026

98.2Accuracy

16

Feb 26, 2026

CIFAR-100 (test)

56.8Accuracy

16

Feb 26, 2026

CIFAR-100 (test)

56.8Accuracy

16

Feb 26, 2026

CIFAR-10 (test)

87.5Accuracy

16

Feb 26, 2026

TinyImageNet (test)

SYN+NST+TA (Ours)

74.69Accuracy

16

Feb 26, 2026

Terra Incognita Trans (test)

84.47Accuracy

16

Feb 26, 2026

Terra Incognita Cis (test)

91.7Accuracy

16

Feb 26, 2026

CIFAR-10 (test)

94.48Baseline Accuracy

16

Feb 26, 2026

95Accuracy

16

Jul 8, 2026

97.7AUC

16

Feb 26, 2026

HIS Camelyon16 (test)

92.35AUC

16

Feb 26, 2026

64.12Top-1 Accuracy

16

Feb 26, 2026

70.44Accuracy

16

Feb 26, 2026

Aircraft (full)

88.8Accuracy

16

Feb 26, 2026

92.2Accuracy

16

Feb 26, 2026

78.1Accuracy

16

Feb 26, 2026

Stanford Cars 5-way 5-shot (test)

88.41Accuracy

16

Jun 2, 2026

CUB-200 1.0 (test)

73.8Average Accuracy

16

Apr 16, 2026

0.32NLL (N=370)

16

Feb 26, 2026

Flower-102 (test)

0.54NLL (N=510)

16

Feb 26, 2026

CIFAR-10 (test)

0.36NLL (N=100)

16

Feb 26, 2026

CLIP Zero-shot Evaluation Suite (10 datasets)

89.6Cars Accuracy

16

Feb 26, 2026

tiered-ImageNet (test)

54.15-shot Accuracy

16

Feb 26, 2026

Page 104 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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