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Papers Benchmarks Datasets Tasks

AI-generated image detection research benchmarks – Page 7 · SOTA2 Research

AI-generated image detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Midjourney generator (test)

91.35Accuracy

11

Feb 26, 2026

Stable Diffusion generator v1.4 (test)

95.4Accuracy

11

Feb 26, 2026

Wukong generator (test)

96.45Accuracy

11

Feb 26, 2026

PNDM generator (test)

99.46Accuracy

11

Feb 26, 2026

LDM generator (test)

99.95Accuracy

11

Feb 26, 2026

GLIDE generator (test)

92.1Accuracy

11

Feb 26, 2026

DALL-E generator (test)

98.5Accuracy

11

Feb 26, 2026

ADM generator (test)

84.39Accuracy

11

Feb 26, 2026

Deepfake dataset

89.71Accuracy

11

Feb 26, 2026

StyleGAN2 generator (test)

99.22Accuracy

11

Feb 26, 2026

GauGAN generator (test)

Ours (ViT-L/14)

99.95Accuracy

11

Feb 26, 2026

StyleGAN generator (test)

99.42Accuracy

11

Feb 26, 2026

ProGAN generator (test)

1Accuracy

11

Feb 26, 2026

INP-X (Inpainting Exchange) (test)

60.4Accuracy

11

Feb 26, 2026

INP Standard Inpainting (test)

94.2Accuracy

11

Feb 26, 2026

AI-Generated Image Detection Dataset N=400

Abductive Corroboration

196True Positives (TP)

10

Jul 8, 2026

FakeForm SD-2.0

93.7Accuracy

10

May 26, 2026

93.2Accuracy

10

May 26, 2026

92.7Accuracy

10

May 26, 2026

FakeForm PixArt

91.8Accuracy

10

May 26, 2026

FakeForm PlayGround

93.8Accuracy

10

May 26, 2026

93.2Accuracy

10

May 26, 2026

FakeForm Hi-MAR

91Accuracy

10

May 26, 2026

89.5Accuracy

10

May 26, 2026

92.2Accuracy

10

May 26, 2026

Page 7 of 13

Popular datasets

AIGIBench FakeForm Chameleon GenImage AIGI-Holmes

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