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AI-generated image detection research benchmarks – Page 6 · SOTA2 Research

AI-generated image detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.2Accuracy

11

May 7, 2026

97.6Accuracy

11

May 7, 2026

97.4Accuracy

11

May 7, 2026

AIGIBench Imagen3

96.2Accuracy

11

May 7, 2026

AIGIBench DALLE-3

97.6Accuracy

11

May 7, 2026

AIGIBench GLIDE

94.2Accuracy

11

May 7, 2026

AIGIBench FLUX1 (dev)

95.1Accuracy

11

May 7, 2026

AIGIBench SimSwap

0.679Accuracy

11

May 7, 2026

AIGIBench FaceSwap

77.6Accuracy

11

May 7, 2026

94.8Accuracy

11

May 7, 2026

AIGIBench StyleSwim

95.2Accuracy

11

May 7, 2026

AIGIBench StyleGAN-XL

65.5Accuracy

11

May 7, 2026

AIGIBench StyleGAN3

93.8Accuracy

11

May 7, 2026

Overall In-the-wild Aggregate

91.8Average Accuracy

11

Feb 26, 2026

CO-SPY-Bench in-the-wild

94.3Balanced Accuracy

11

Feb 26, 2026

AIGCDetectBenchmark

88.2Balanced Accuracy

11

Feb 26, 2026

FLUX.1 generator (test)

83.57Accuracy

11

Feb 26, 2026

PixArt-Sigma generator (test)

84.76Accuracy

11

Feb 26, 2026

Stable Diffusion generator v3.0 (test)

83.58Accuracy

11

Feb 26, 2026

SDXL-Turbo (test)

74.44Accuracy

11

Feb 26, 2026

SD-Turbo generator (test)

73.24Accuracy

11

Feb 26, 2026

SDXL generator v1.0 (test)

Ours (ViT-L/14)

66.79Accuracy

11

Feb 26, 2026

Stable Diffusion generator v2.1 (test)

Ours (ViT-L/14)

60.98Accuracy

11

Feb 26, 2026

VQDM generator (test)

94Accuracy

11

Feb 26, 2026

Stable Diffusion generator v1.5 (test)

92.3Accuracy

11

Feb 26, 2026

Page 6 of 13

Popular datasets

AIGIBench FakeForm Chameleon GenImage AIGI-Holmes

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