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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 295 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

-2.01W4A4 Error

4

Feb 26, 2026

CIFAR-10 (test)

75.96Test Accuracy (Avg Last 10 Epochs)

4

Feb 26, 2026

CIFAR-100 (test)

32.37Top-1 Acc

4

Feb 26, 2026

CIFAR-100 standard (test)

68.75Accuracy (Clean)

4

Feb 26, 2026

CIFAR-10 standard (test)

88.71Clean Accuracy

4

Feb 26, 2026

CIFAR-10 (test)

DAJAT (Base, 2*AA)

88.9Clean Accuracy

4

Feb 26, 2026

Cosmic Ray NAS-Bench-360

2.5Runtime (GPU hours)

4

Feb 26, 2026

Spherical CIFAR-10 NAS-Bench-360

2Full-pipeline runtime (GPU hours)

4

Feb 26, 2026

CIFAR-100 NAS-Bench-360

2Full-pipeline Runtime (GPU hours)

4

Feb 26, 2026

ImageNet-C extra corruptions (test)

49.6Average Accuracy

4

Feb 26, 2026

77.5Accuracy (Clean)

4

Feb 26, 2026

DomainNet Real (train)

50.9Accuracy

4

Feb 26, 2026

94.4Top-1 Accuracy

4

Feb 26, 2026

ImageNet-C original (val)

55Top-1 Accuracy

4

Feb 26, 2026

ImageNet-R original (val)

45.3Top-1 Acc

4

Feb 26, 2026

CIFAR-10-LT exponential imbalance r=0.01 (test)

82.7Accuracy

4

Feb 26, 2026

CIFAR-10-LT step imbalance r=0.01 (test)

SimSiam, balanced

85.8Accuracy (%)

4

Feb 26, 2026

CIFAR-100 p=0.6, τ=0.5 (IID)

295Communication Cost

4

Feb 26, 2026

CIFAR10C gradually changing (test)

0.104Avg Error (%)

4

Feb 26, 2026

CIFAR-100 (test)

41.48Best Robust Acc

4

Feb 26, 2026

CIFAR-100 (test)

79.3Accuracy (Symmetric 20% Noise)

4

Feb 26, 2026

CIFAR-10 (test)

95.9Accuracy (Symmetric 20% Noise)

4

Feb 26, 2026

iNAT 256 x 256 2021 (test)

33.23Top-1 Accuracy

4

Feb 26, 2026

Places-365 256 x 256 (test)

49.83Top-1 Accuracy

4

Feb 26, 2026

GeoImageNet (test)

39.96Top-1 Acc

4

Feb 26, 2026

Page 295 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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