AI-generated image detection on LDMFakeDetect zero-shot
68.05Midjourney AUROCMDMF
Evaluation results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MDMFTraining Data=SD v1.4, Evaluation Protocol=Zero-shot2026.05 | 68.05 | 64.9 | 85.65 | 84.04 | 80.06 | 77.9 | 77.5 | 75.66 | 77.41 | 75.99 | 71.78 | 66.59 | 62.93 | 58.19 | 87.09 | 87.88 | 89.9 | 87.11 | 77.83 | 75.36 | |
| Rajan+Training Data=SD v1.4, Evaluation Protocol=Zero-shot2026.05 | 64.9 | 68.18 | 99.69 | 99.72 | 64.74 | 64.4 | 71.3 | 73.2 | 93.11 | 93.15 | 59.89 | 58.17 | 56.23 | 54.14 | 81.4 | 85.39 | 75.68 | 76.31 | 74.1 | 74.74 | |
| Corvi+Training Data=SD v1.4, Evaluation Protocol=Zero-shot2026.05 | 54.3 | 56.93 | 99.86 | 99.86 | 52.27 | 52.3 | 64.65 | 65.55 | 80.75 | 78.57 | 42.92 | 44.57 | 38.67 | 41.97 | 84.58 | 86.27 | 85.15 | 83.56 | 67.02 | 67.73 |