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Papers Benchmarks Datasets Tasks

Image Classification research benchmarks – Page 244 · SOTA2 Research

Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-100 3-shot

50.58Accuracy

6

Feb 26, 2026

Caltech-101 non-IID (β = 0.1) (Forget)

80.04Accuracy

6

Feb 26, 2026

Caltech-101 standard (test)

48.46Accuracy

6

Feb 26, 2026

Caltech-101 standard (Retain)

99.93Accuracy

6

Feb 26, 2026

ImageNet1000 (100-100)

61.45Last Accuracy

6

Feb 26, 2026

ImageNet100 50-10

75.54Last Accuracy

6

Feb 26, 2026

CIFAR100 (50-10)

70.33Last Accuracy

6

Feb 26, 2026

vtab smallnorb label elevation

B-cosified RN-50 CLIP

13Accuracy

6

Feb 26, 2026

vtab smallnorb label azimuth

6Accuracy

6

Feb 26, 2026

VTAB KITTI Closest Vehicle Distance

18Accuracy

6

Feb 26, 2026

dsprites vtab label y position

B-cosified RN-50 CLIP

13Accuracy

6

Feb 26, 2026

vtab dsprites label_x_position

B-cosified RN-50 CLIP

6Accuracy

6

Feb 26, 2026

vtab dSprites label orientation

B-cosified RN-50 CLIP

6Accuracy

6

Feb 26, 2026

19Accuracy

6

Feb 26, 2026

vtab clevr count_all

B-cosified RN-50 CLIP

29Accuracy

6

Feb 26, 2026

CLEVR VTAB Closest Object Distance

B-cosified RN-50 CLIP

25Accuracy

6

Feb 26, 2026

B-cosified RN-50 CLIP

69Accuracy

6

Feb 26, 2026

B-cosified RN-50 CLIP

42Accuracy

6

Feb 26, 2026

VTAB Diabetic Retinopathy

69Accuracy

6

Feb 26, 2026

30Accuracy

6

Feb 26, 2026

B-cosified RN-50 CLIP

41Accuracy

6

Feb 26, 2026

B-cosified RN-50 CLIP

72Accuracy

6

Feb 26, 2026

Caltech101 VTAB

77Accuracy

6

Feb 26, 2026

0.77Accuracy

6

Jul 3, 2026

BFFHQ unbiased (test)

87.57Accuracy

6

Feb 26, 2026

Page 244 of 333

Popular datasets

CIFAR ImageNet MNIST CIFAR-10 CIFAR-100

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