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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 80 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

55.6Overall Accuracy

21

Feb 26, 2026

Animals with Attributes (AwA) (Standard Split)

88.1Hit@1 Accuracy

21

Feb 26, 2026

noise padded CIFAR-10 (test)

truncated Lq loss

79.12Test Accuracy

21

Feb 26, 2026

99.84Accuracy

21

Feb 26, 2026

99.9Accuracy

21

Feb 26, 2026

88.52Accuracy

21

Feb 27, 2026

ImageNet-GLT GBL 1k (test)

60.79Accuracy (Manyc)

21

Feb 26, 2026

ImageNet 1% labeled 1.0

84.6Accuracy

21

Feb 26, 2026

Full-Balance (DDPM)

59.12Accuracy

20

Jul 9, 2026

DeiT-L + ForAug

82.4Accuracy

20

Jul 2, 2026

23.4Accuracy

20

Jul 2, 2026

97Accuracy

20

Jul 2, 2026

CIFAR-10 Structure

84.7Accuracy

20

Jun 30, 2026

MNIST (Structure)

99.2Accuracy

20

Jun 30, 2026

CIFAR-10 (test)

FoggyTrust (SCAFFOLD)

55.59Accuracy

20

Jun 29, 2026

CIFAR-100 30% Minority (test)

59.6Majority Accuracy

20

Jun 25, 2026

CIFAR-100 10% Minority (test)

0.593Majority Accuracy

20

Jun 25, 2026

CIFAR-10 30% Minority (test)

87.75Majority Accuracy

20

Jun 25, 2026

F-MNIST 30% Minority (test)

94.34Majority Accuracy

20

Jun 25, 2026

F-MNIST 10% Minority (test)

CLIMB + FedReLa

90.32Majority Accuracy

20

Jun 25, 2026

OOD 6 tasks (test)

83.7Accuracy

20

Jun 24, 2026

Rotated MNIST m=2400 (test)

96.65Accuracy

20

Jun 24, 2026

Rotated MNIST m=1200 (test)

97.9Accuracy

20

Jun 24, 2026

15.9Top-1 Error

20

Jun 16, 2026

ImageNet 1k (test)

SwinTransformer B V2

15.9Top-1 Error Rate

20

Jun 16, 2026

Page 80 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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