Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

GenImage

Benchmarks

Task NameDataset NameSOTA ResultTrend
Black-box AttackGenImage
ASR99.9
162
Generated Image DetectionGenImage (test)
Average Accuracy99.7
124
AI-generated image detectionGenImage
Midjourney Detection Rate99.54
106
AI-generated image detectionGenImage 61 (test)
AUC96.9
45
Adversarial Attack ImperceptibilityGenImage
PSNR34.7
30
AI-Generated Image DetectionGenImage 1.0 (test)
Midjourney Detection Rate95.61
24
Generated Image DetectionGenImage v1.4 (test)
AP (SD1.4)100
23
AIGI DetectionGenImage v1.4 (test)
ADM Score0.88
18
Cross-domain AI-generated image detectionGenImage
F1 Score94.78
15
AI-generated image detectionGenImage SD v1.4 March 2024
Detection Accuracy (MJ)95.9
14
AI-generated image attributionGenImage
Rank-1 (Real)83.4
12
AI-generated image attributionGenImage cross-generator setting (test)
Rank-1 (Real)89.4
12
Adversarial AttackGenImage SD
CNNSpot Performance100
12
AIGI DetectionGenImage
B.Acc94.2
12
AI-Generated Image DetectionGenimage
Total Inference Runtime (s)559.813
9
AI-generated image detectionGenImage 8 subsets 61
MJ Detection Rate90.89
9
AI-generated image detectionGenImage robustness evaluation
Accuracy (JPEG QF=90)85.64
9
AI-generated image detectionGenImage v1 (test)
SD 1.4 Detection Rate100
8
AIGC DetectionGenImage v1 (test)
Midjourney Accuracy65.5
8
Model AttributionGM-GenImage
Accuracy98.04
7
AI-generated image detectionGenImage 54 (test)
AUPR (ADM)92.3
7
AIGI DetectionGenImage Stable Diffusion DIRE detector (test)
AP100
5
AIGI DetectionGenImage Stable Diffusion AEROBLADE detector (test)
AP80
5
Deepfake DetectionGenImage New Generators (test)
SDv1.4 Score99.2
5
Deepfake Detection AttackGenImage SD (test)
ASR (CNNSpot)1
4
Showing 25 of 26 rows