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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 118 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MNIST Dirichlet

100RES

14

May 21, 2026

1RES

14

May 21, 2026

EMNIST (Shards)

1RES

14

May 21, 2026

EMNIST Dirichlet

100RES

14

May 21, 2026

100RES

14

May 21, 2026

FMNIST (Shards)

100RES

14

May 21, 2026

FMNIST (Dirichlet)

100RES

14

May 21, 2026

100RES

14

May 21, 2026

CIFAR100 (Shards)

1RES

14

May 21, 2026

CIFAR100 (Dirichlet)

1Robustness Score (RES)

14

May 21, 2026

100RES

14

May 21, 2026

CIFAR10 (Shards)

1RES

14

May 21, 2026

CIFAR10 (Dirichlet)

1RES

14

May 21, 2026

35.9Mean Accuracy

14

May 21, 2026

CIFAR-10 (test)

80.6Mean Accuracy

14

May 21, 2026

70.6Mean Accuracy

14

May 21, 2026

CLIP (zero-shot)

96.2Custom Metric RB12

14

May 19, 2026

CIFAR-100-LT Reversed Distribution (γu = 1/10) (test)

63.5Accuracy

14

May 19, 2026

CIFAR-100-LT Uniform Distribution (γu = 1) (test)

68Accuracy

14

May 19, 2026

98.52Overall Accuracy (OA)

14

May 15, 2026

CIFAR-100 low-resolution (test)

72.57Accuracy

14

May 12, 2026

CIFAR-10 low-resolution (test)

94.93Accuracy

14

May 12, 2026

Fashion-MNIST Class Unlearning (Dft)

92.5Accuracy

14

May 12, 2026

Fashion-MNIST Class Unlearning (Drt)

96.71Accuracy

14

May 12, 2026

Fashion-MNIST Class Unlearning (Dr)

100Accuracy

14

May 12, 2026

Page 118 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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