Synthetic Image Detection on SynthBuster+ (test)
0.99mAPCLIP Classifier
Evaluation results
| Method | Links | |
|---|---|---|
| CLIP ClassifierTraining Set=SynthBuster+, Evaluation Protocol=Standard2026.02 | 0.99 | |
| CLIP Classifier (linear probe)Training Set=SynthBuster+, Evaluation Protocol=Linear Probe2026.02 | 0.99 | |
| CLIP ClassifierTraining Set=Combined, Evaluation Protocol=Standard2026.02 | 0.96 | |
| CLIP Classifier (linear probe)Training Set=Combined, Evaluation Protocol=Linear Probe2026.02 | 0.96 | |
| CLIP ClassifierTraining Set=SynthCLIC, Evaluation Protocol=Standard2026.02 | 0.79 | |
| CLIP Classifier (linear probe)Training Set=SynthCLIC, Evaluation Protocol=Linear Probe2026.02 | 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=SynthCLIC2026.02 | 0.69 | |
| CLIP ClassifierTraining Set=CNNSpot, Evaluation Protocol=Standard2026.02 | 0.66 | |
| Sparse linear concept discovery models (Prompt Selection)Training Set=CNNSpot2026.02 | 0.64 | |
| CLIP Classifier (linear probe)Training Set=CNNSpot, Evaluation Protocol=Linear Probe2026.02 | 0.61 |