AI-generated image detection on GenImage SD v1.4 March 2024
95.9Detection Accuracy (MJ)CINEMAE
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CINEMAETrained on=SD v1.42025.11 | 95.9 | 98.78 | 98.5 | 96.07 | 95.93 | 95.96 | 96.01 | 95.9 | 96.63 | |
| FatFormerTrained on=SD v1.42025.11 | 92.7 | 100 | 99.9 | 75.9 | 88 | 99.9 | 98.8 | 55.8 | 88.9 | |
| GenDetTrained on=SD v1.42025.11 | 89.6 | 96.1 | 96.1 | 58 | 78.4 | 92.8 | 66.5 | 75 | 81.56 | |
| C2P-CLIPTrained on=SD v1.42025.11 | 88.2 | 90.9 | 97.9 | 96.4 | 99 | 98.8 | 96.5 | 98.7 | 95.8 | |
| AIDETrained on=SD v1.42025.11 | 79.38 | 99.74 | 99.76 | 78.54 | 91.82 | 98.65 | 80.26 | 66.89 | 86.88 | |
| PatchCraftTrained on=SD v1.42025.11 | 79 | 89.5 | 89.3 | 77.3 | 78.4 | 89.3 | 83.7 | 72.4 | 82.3 | |
| LaRETrained on=SD v1.42025.11 | 74 | 100 | 99.9 | 61.7 | 88.6 | 100 | 97.2 | 67.8 | 86.2 | |
| UnivFDTrained on=SD v1.42025.11 | 73.2 | 84.2 | 84 | 55.2 | 76.9 | 75.6 | 56.9 | 80.3 | 73.29 | |
| Swin-TTrained on=SD v1.42025.11 | 62.1 | 99.9 | 99.8 | 49.8 | 67.6 | 99.1 | 62.3 | 57.6 | 74.78 | |
| DIRETrained on=SD v1.42025.11 | 60.2 | 99.9 | 99.8 | 50.9 | 55 | 99.2 | 50.1 | 50.2 | 70.66 | |
| GramNetTrained on=SD v1.42025.11 | 54.2 | 99.2 | 99.1 | 50.3 | 54.6 | 98.9 | 50.8 | 51.7 | 69.85 | |
| CNNSpotTrained on=SD v1.42025.11 | 52.8 | 96.3 | 95.9 | 50.1 | 39.8 | 78.6 | 53.4 | 46.8 | 64.21 | |
| SpecTrained on=SD v1.42025.11 | 52 | 99.4 | 99.2 | 49.7 | 49.8 | 94.8 | 55.6 | 49.8 | 68.79 | |
| F3NetTrained on=SD v1.42025.11 | 50.1 | 99.9 | 99.9 | 49.9 | 50 | 99.9 | 49.9 | 49.9 | 68.69 |