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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 149 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Spawrious one-to-one hard (test)

81.4WGA

11

Jul 1, 2026

Spawrious one-to-one medium (test)

90.3WGA

11

Jul 1, 2026

Spawrious one-to-one easy (test)

93.3WGA

11

Jul 1, 2026

24.88Accuracy

11

Jun 2, 2026

EuroSAT RGB (test)

98.94Accuracy

11

Jun 2, 2026

Nomex XCT (test)

NL-MambaXCT (MIM-pretrained + fine-tune)

96.8Macro F1 Score

11

May 28, 2026

89.2Accuracy

11

Jun 8, 2026

92.3Accuracy

11

May 21, 2026

91.3Accuracy

11

May 21, 2026

39.2CW Robustness Score

11

Jun 23, 2026

85.27Accuracy

11

May 20, 2026

EuroSAT (novel split)

82.34Accuracy

11

May 12, 2026

ImageNet (novel split)

71.7Accuracy

11

May 12, 2026

99.35Accuracy

11

Apr 28, 2026

26.3Accuracy

11

Apr 24, 2026

Fashion-MNIST 4x2000 (test)

Entmax-1.5 energy (GELU)

87.12Accuracy

11

Apr 16, 2026

TinyImageNet Practical Label Skew Dirichlet (test)

25.15Accuracy

11

Apr 9, 2026

CIFAR100 Practical Label Skew Dirichlet (test)

44.88Accuracy

11

Apr 9, 2026

CIFAR10 Practical Label Skew Dirichlet (test)

83.78Accuracy

11

Apr 9, 2026

TinyImageNet Pathological Label Skew (test)

29.3Accuracy

11

Apr 9, 2026

CIFAR100 Pathological Label Skew (test)

58.37Accuracy

11

Apr 9, 2026

CIFAR10 Pathological Label Skew (test)

86.89Accuracy

11

Apr 9, 2026

78.07Base Accuracy

11

Apr 7, 2026

50TER

11

Apr 7, 2026

ImageNet-1K (val)

80.1Top-1 Accuracy

11

Apr 2, 2026

Page 149 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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