AI-generated image detection on AIGCDetect (test)
99.9ProGAN Detection RatePiND
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PiND2025.11 | 99.9 | 100 | 100 | 99.8 | 99.4 | 100 | 100 | 100 | 100 | 100 | 97.7 | 99.9 | 99.9 | 100 | 99.9 | 100 | 99.8 | |
| B-Free2025.11 | 98.6 | 86.9 | 97.7 | 86.6 | 86.1 | 99.2 | 88.8 | 99.7 | 99.8 | 99.8 | 91 | 94.6 | 98.5 | 99.9 | 96.2 | 96.4 | 93.1 | |
| DFFreq2025.11 | 98 | 99.5 | 97.3 | 98 | 97.9 | 94.7 | 99.7 | 73.3 | 99.9 | 99.9 | 99 | 99.5 | 100 | 99.8 | 99.8 | 100 | 97.3 | |
| DDA2025.11 | 97.7 | 72.3 | 88 | 84.2 | 91.8 | 95.2 | 66.7 | 68.8 | 99.9 | 99.9 | 97.1 | 96.8 | 99.6 | 99.9 | 81.3 | 98.8 | 89.9 | |
| UnivFD2025.11 | 95.8 | 99.7 | 97.1 | 90.5 | 81.1 | 97.5 | 99.4 | 99.9 | 99.2 | 98.9 | 89.6 | 77.2 | 95.6 | 98.4 | 98 | 98.3 | 94.8 | |
| SAFE2025.11 | 93 | 92.4 | 81.5 | 93.9 | 90.6 | 63.5 | 92 | 70.6 | 99 | 99.9 | 88.9 | 99.7 | 100 | 99.4 | 99.6 | 99.9 | 91.6 | |
| VIB-Net2025.11 | 91.9 | 99.3 | 95.5 | 91.2 | 87.6 | 98.2 | 96.2 | 99.7 | 99.4 | 99.2 | 92.7 | 81.6 | 96.7 | 99 | 98.4 | 97.7 | 95.3 | |
| NPR2025.11 | 86.6 | 72.1 | 56.8 | 79.8 | 85.4 | 37.7 | 88.2 | 83.1 | 99.5 | 99.5 | 84.7 | 99.9 | 100 | 97.1 | 95.4 | 100 | 85.4 | |
| Effort2025.11 | 85.2 | 99.8 | 97.3 | 94.5 | 76.5 | 84.7 | 100 | 100 | 99.9 | 100 | 98.6 | 98.1 | 99.9 | 99.9 | 99.7 | 100 | 95.9 | |
| AIDE2025.11 | 71.5 | 67.4 | 59.2 | 69.4 | 69.5 | 60.3 | 87.8 | 65.4 | 95.9 | 95.5 | 89.4 | 98.3 | 99 | 96 | 94.7 | 95 | 82.1 | |
| CNN-Spot2025.11 | 42.9 | 38.6 | 40.9 | 34.3 | 38.8 | 36.6 | 45.9 | 32.5 | 99.7 | 99.7 | 67.2 | 86.8 | 99.9 | 99.4 | 71.2 | 91.6 | 64.1 |