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Image Classification research benchmarks – Page 328 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

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—Primary metric

0

Jun 12, 2026

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—Primary metric

0

Jun 12, 2026

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—Primary metric

0

Jun 12, 2026

—

—Primary metric

0

Feb 26, 2026

CIFAR-10 10% label 1.0

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—Accuracy

0

Feb 26, 2026

—

—Clean Accuracy

0

Feb 26, 2026

—

—Clean Accuracy

0

Feb 26, 2026

ImageNet-R (novel classes)

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—Accuracy

0

Feb 26, 2026

ImageNet-S novel classes

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—Accuracy

0

Feb 26, 2026

Describable Textures Dataset novel classes

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—Accuracy

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Robust Accuracy

0

Feb 26, 2026

—

—Clean Accuracy

0

Feb 26, 2026

—

—Clean Accuracy

0

Feb 27, 2026

—

—Clean Accuracy

0

Feb 26, 2026

—

—Robust Accuracy

0

Feb 27, 2026

15 Zero-shot Datasets Average

—

—Zero-shot Avg Acc

0

Feb 27, 2026

RotatedMNIST OOD (out-of-distribution)

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—Primary metric

0

Feb 26, 2026

RotatedMNIST ID (in-distribution)

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—Primary metric

0

Feb 26, 2026

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—Primary metric

0

Feb 26, 2026

NCT-CRC-HE-100K Rotated (test)

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—Primary metric

0

Feb 26, 2026

—

—Accuracy

0

Feb 26, 2026

CIFAR100 standard (test)

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—Primary metric

0

Feb 26, 2026

CIFAR10 standard (test)

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Page 328 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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