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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 332 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

—

—Accuracy (Clean)

0

Feb 26, 2026

ImageNet (test val)

—

—Top-1 Acc

0

Feb 26, 2026

ImageNet 1K (val)

—

—Accuracy (1 image/class)

0

Feb 26, 2026

ImageNet 1k (val)

—

—Accuracy (voc-prior)

0

Feb 26, 2026

ImageNet 1k (val)

—

—VOC Prior Score

0

Feb 26, 2026

MNIST η = 0.45 (class-conditional) (test)

—

—Primary metric

0

Feb 26, 2026

CelebA (Synthetic Patch) - Adversarial Distribution (Danti) (test)

—

—Accuracy

0

Feb 26, 2026

CelebA Synthetic Patch Neutral Distribution (Dneut) (test)

—

—Accuracy

0

Feb 26, 2026

CIFAR-100 (test)

—

—Accuracy

0

Feb 26, 2026

ImageNet-1K 64x64 (test)

—

—Top-1 Acc

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Gallbladder Ultrasound Images (GB-USG)

—

—Primary metric

0

Feb 26, 2026

—

—Top-1 Accuracy

0

Feb 26, 2026

ImageNet-1K (val)

—

—Acc

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

GBCU 10-fold cross validation

—

—Primary metric

0

Feb 26, 2026

ImageNet 1 image per class Extreme low-shot 1K

—

—Top-1 Acc

0

Feb 26, 2026

CIFAR-10 (test)

—

—Primary metric

0

Feb 26, 2026

CIFAR-100 (test)

—

—Robust Accuracy

0

Feb 26, 2026

CIFAR-10 (test)

—

—BIM (50) Accuracy

0

Feb 26, 2026

—

—FGSM Acc

0

Feb 26, 2026

—

—Robust Acc

0

Feb 26, 2026

CIFAR-10 standard (test)

—

—Clean Accuracy

0

Feb 26, 2026

—

—Clean Accuracy

0

Feb 26, 2026

CIFAR-100 S0 Standard DARTS space (test)

—

—Primary metric

0

Feb 26, 2026

Page 332 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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