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Papers Benchmarks Datasets Tasks

AI Image Detection research benchmarks · SOTA2 Research

AI Image Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99Accuracy

51

Mar 4, 2026

99.84AUROC

19

Jun 2, 2026

Chameleon (OOD)

96.35AUROC

19

Jun 2, 2026

AIGIBench (OOD)

98AUROC

19

Jun 2, 2026

Community (OOD)

96.95AUROC

19

Jun 2, 2026

WildFake (In-domain)

1AUROC

19

Jun 2, 2026

Average (WildFake, Community, AIGIBench, Chameleon, GenImage) (test)

91.12AUROC

13

Jun 2, 2026

Chameleon (test)

96.37AUROC

13

Jun 2, 2026

AIGIBench (test)

93.84AUROC

13

Jun 2, 2026

Community (test)

89.53AUROC

13

Jun 2, 2026

WildFake (test)

84.93AUROC

13

Jun 2, 2026

Stable Diffusion (test)

MobilenetV3 + DIRE

100Accuracy

13

Jun 18, 2026

90Accuracy

12

May 21, 2026

66.9Accuracy

7

Feb 26, 2026

67.95Accuracy

7

Feb 26, 2026

73.61Accuracy

7

Feb 26, 2026

Stable Diffusion

99.79Accuracy

6

Feb 26, 2026

AI image detection dataset (N=4000 (2000 AI / 2000 real))

1,701True Positives

3

Jul 8, 2026

StyleGAN3 (test)

PSO-based Rejection Mechanism

99.78Accuracy

1

Feb 26, 2026

PSO-based Rejection Mechanism

99.78Accuracy

1

Feb 26, 2026

PSO-based Rejection Mechanism

99.88Accuracy

1

Feb 26, 2026

PSO-based Rejection Mechanism

99.36Accuracy

1

Feb 26, 2026

Mid Journey (test)

PSO-based Rejection Mechanism

98.92Accuracy

1

Feb 26, 2026

Popular datasets

Community Chameleon StyleGAN Stable Diffusion Glide

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