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Benchmarks
AI-generated image detection on Stable Diffusion (val)
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99.79
Accuracy
ResNet50
32.8764
50.2482
67.62
84.9918
Dec 20, 2025
Accuracy
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
ResNet50
Attack method=No attac...
2025.12
99.79
99.76
99.82
99.79
ResNet50
Attack method=FGSM, Ep...
2025.12
50.88
50.46
95.25
65.97
ResNet50
Attack method=FGSM, Ep...
2025.12
48.2
49.02
89.86
63.43
ResNet50
Attack method=FGSM, Ep...
2025.12
44.71
46.99
82.77
59.95
ResNet50
Attack method=PGD, Eps...
2025.12
40.57
44.8
81.15
57.73
ResNet50
Attack method=PGD, Eps...
2025.12
40.28
44.61
80.47
57.4
ResNet50
Attack method=PGD, Eps...
2025.12
35.45
41.41
70.11
52.07
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