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Synthetic Image Detection on SynthBuster+ (test)
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0.99
mAP
CLIP Classifier
0.5948
0.6974
0.8
0.9026
Feb 12, 2026
mAP
Updated 4d ago
Evaluation Results
Method
Method
Links
mAP
CLIP Classifier
Training Set=SynthBust...
2026.02
0.99
CLIP Classifier (linear probe)
Training Set=SynthBust...
2026.02
0.99
CLIP Classifier
Training Set=Combined,...
2026.02
0.96
CLIP Classifier (linear probe)
Training Set=Combined,...
2026.02
0.96
CLIP Classifier
Training Set=SynthCLIC...
2026.02
0.79
CLIP Classifier (linear probe)
Training Set=SynthCLIC...
2026.02
0.78
Sparse linear concept discovery models (Prompt Selection)
Training Set=SynthBuster+
2026.02
0.75
Sparse linear concept discovery models (Prompt Selection)
Training Set=SynthCLIC
2026.02
0.69
CLIP Classifier
Training Set=CNNSpot,...
2026.02
0.66
Sparse linear concept discovery models (Prompt Selection)
Training Set=CNNSpot
2026.02
0.64
CLIP Classifier (linear probe)
Training Set=CNNSpot,...
2026.02
0.61
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