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Generated Image Detection research benchmarks · SOTA2 Research

Generated Image Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GenImage (test)

99.7Average Accuracy

135

Apr 23, 2026

99.12Accuracy

41

Mar 4, 2026

GenImage v1.4 (test)

100Average AP

34

Apr 21, 2026

0.998AP

29

Mar 4, 2026

100Flux Score

18

Jun 16, 2026

98.1AP

15

May 21, 2026

DiffusionForensics Cross-model (test)

99.9DDPM Accuracy

13

Feb 26, 2026

LSUN-B Midjourney (test)

100Accuracy

12

Apr 13, 2026

LSUN-B DDPM (test)

100Accuracy

12

Apr 13, 2026

LSUN-B ADM (test)

100Accuracy

12

Apr 13, 2026

Imagenet SD-v1 (test)

100Accuracy

12

Apr 13, 2026

Imagenet ADM (test)

100Accuracy

12

Apr 13, 2026

DARG Text-to-Image

100Infinity-2B Score

12

Apr 13, 2026

DARG Class-to-Image

99.6HMAR-20

12

Apr 13, 2026

SatelliteDiffusion stadium SD2 fine-tuned (test)

99.59Accuracy

12

Feb 26, 2026

SatelliteDiffusion electric substation SD2 fine-tuned (test)

98.55Accuracy

12

Feb 26, 2026

SatelliteDiffusion car dealership SD2 fine-tuned (test)

98.91Accuracy

12

Feb 26, 2026

SatelliteDiffusion amusement park SD2 fine-tuned (test)

99.67Accuracy

12

Feb 26, 2026

Damaged cars Image Domain

99AUC

10

Feb 26, 2026

Artistic Image Domain

98AUC

9

Feb 26, 2026

Invoice Image Domain

0.91AUC

5

Feb 26, 2026

General Image Detection Benchmark Aggregate (All)

0.91AUC

5

Feb 26, 2026

0.92AUC

5

Feb 26, 2026

92AUC

5

Feb 26, 2026

92AUC

5

Feb 26, 2026

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