AI-Generated Image Detection on SocialRF (In-the-wild)
93.7Real AccuracyDINOv3-Linear
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DINOv3-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.02 | 93.7 | 94.8 | 94.3 | |
| DDAEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 81.8 | 84.6 | 83.2 | |
| PE-CLIP-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.02 | 75.1 | 97 | 86.1 | |
| SigLIP2-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.02 | 74.4 | 86.6 | 80.5 | |
| MetaCLIP2-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.02 | 65.9 | 94 | 80 | |
| DINOv2-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.02 | 60.3 | 69.5 | 64.9 | |
| NPREvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 59.3 | 53.7 | 56.5 | |
| CNNSpotEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 58.8 | 54.1 | 56.5 | |
| OMATEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 58.1 | 63.3 | 60.7 | |
| AIDEEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 57.8 | 54.1 | 56 | |
| SAFEEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 56.4 | 53.2 | 54.8 | |
| UnivFDEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 56.3 | 63.7 | 60 | |
| SigLIP-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.02 | 54.9 | 61.3 | 58.1 | |
| FreqNetEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 54.4 | 55.3 | 54.9 | |
| LaDeDaEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 54.2 | 50.6 | 52.4 | |
| Gram-NetEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 53.1 | 52.3 | 52.7 | |
| EffortEvaluation Protocol=Standard Detection, Training Dataset=GenImage SD v1.42026.02 | 51.3 | 53.3 | 52.3 | |
| MetaCLIP-LinearEvaluation Protocol=Linear Probe, Training Dataset=GenImage SD v1.42026.02 | 40.9 | 86.6 | 63.8 |