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Benchmarks
Synthetic Image Detection on SynthCLIC (test)
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0.92
mAP
CLIP Classifier
0.452
0.5735
0.695
0.8165
Feb 12, 2026
mAP
Updated 4d ago
Evaluation Results
Method
Method
Links
mAP
CLIP Classifier
Training Set=SynthCLIC...
2026.02
0.92
CLIP Classifier (linear probe)
Training Set=SynthCLIC...
2026.02
0.92
CLIP Classifier (linear probe)
Training Set=Combined,...
2026.02
0.88
CLIP Classifier
Training Set=Combined,...
2026.02
0.87
Sparse linear concept discovery models (Prompt Selection)
Training Set=SynthCLIC
2026.02
0.66
CLIP Classifier
Training Set=SynthBust...
2026.02
0.64
CLIP Classifier (linear probe)
Training Set=SynthBust...
2026.02
0.64
Sparse linear concept discovery models (Prompt Selection)
Training Set=SynthBuster+
2026.02
0.57
CLIP Classifier
Training Set=CNNSpot,...
2026.02
0.56
CLIP Classifier (linear probe)
Training Set=CNNSpot,...
2026.02
0.52
Sparse linear concept discovery models (Prompt Selection)
Training Set=CNNSpot
2026.02
0.47
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