Synthetic Image Detection on GenImage (Generator Specific Scores)
97.6Detection Rate (Midjourney)ClueAegis
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ClueAegis2026.05 | 97.6 | 92.79 | 91.76 | 96.38 | 96.56 | 96.28 | 96.35 | 97.3 | 95.63 | |
| Ivy-xDetector2026.05 | 95 | 85.54 | 86.72 | 94.44 | 94.81 | 94.38 | 94.68 | 93.52 | 92.39 | |
| REVEAL2026.05 | 93.75 | 97.81 | 97.19 | 95 | 86.88 | 96.25 | 95.94 | 96.88 | 94.96 | |
| AIGI-Holmes2026.05 | 86.1 | 93.17 | 91.22 | 84.32 | 72.53 | 92.1 | 89.77 | 91 | 87.53 | |
| AIDE2026.05 | 82.23 | 79.34 | 79.44 | 73.94 | 82.99 | 78.66 | 74.49 | 66.09 | 77.15 | |
| DDA2026.05 | 80.64 | 79.73 | 78.74 | 75 | 76.34 | 78.43 | 79.23 | 79.62 | 78.47 | |
| UnivFD2026.05 | 76.25 | 75.36 | 73.34 | 58.91 | 63.46 | 73.2 | 63.74 | 57.52 | 67.72 | |
| CNNSpot2026.05 | 75.46 | 70.31 | 69.24 | 60.1 | 68.39 | 69.97 | 49.83 | 45.45 | 63.59 | |
| FreqNet2026.05 | 66.7 | 62.45 | 60.9 | 41.08 | 58.81 | 61.14 | 53.07 | 47.97 | 56.52 | |
| Veritas2026.05 | 66.06 | 79.73 | 81.11 | 90.11 | 82.46 | 82.85 | 83.84 | 85.63 | 81.47 | |
| NPR2026.05 | 60.79 | 61.26 | 58.4 | 61.73 | 59.42 | 60.29 | 57.96 | 50.33 | 58.77 | |
| HyperDet2026.05 | 45.61 | 56.53 | 53.1 | 62.12 | 37.44 | 61.6 | 60.43 | 33.94 | 51.35 |