Synthetic Image Detection on SynthCLIC (test)
0.92mAPCLIP Classifier
Evaluation results
| Method | Links | |
|---|---|---|
| CLIP ClassifierTraining Set=SynthCLIC, Evaluation Protocol=Standard2026.02 | 0.92 | |
| CLIP Classifier (linear probe)Training Set=SynthCLIC, Evaluation Protocol=Linear Probe2026.02 | 0.92 | |
| CLIP Classifier (linear probe)Training Set=Combined, Evaluation Protocol=Linear Probe2026.02 | 0.88 | |
| CLIP ClassifierTraining Set=Combined, Evaluation Protocol=Standard2026.02 | 0.87 | |
| Sparse linear concept discovery models (Prompt Selection)Training Set=SynthCLIC2026.02 | 0.66 | |
| CLIP ClassifierTraining Set=SynthBuster+, Evaluation Protocol=Standard2026.02 | 0.64 | |
| CLIP Classifier (linear probe)Training Set=SynthBuster+, Evaluation Protocol=Linear Probe2026.02 | 0.64 | |
| Sparse linear concept discovery models (Prompt Selection)Training Set=SynthBuster+2026.02 | 0.57 | |
| CLIP ClassifierTraining Set=CNNSpot, Evaluation Protocol=Standard2026.02 | 0.56 | |
| CLIP Classifier (linear probe)Training Set=CNNSpot, Evaluation Protocol=Linear Probe2026.02 | 0.52 | |
| Sparse linear concept discovery models (Prompt Selection)Training Set=CNNSpot2026.02 | 0.47 |