AI-Generated Image Detection on CommGen15
98.8Akool AccuracyPGC
Evaluation results
| Method | Links | ||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PGC2026.05 | 98.8 | 99.9 | 98.2 | 99.5 | 98.3 | 100 | 98.6 | 99.5 | 98 | 99.1 | 98.8 | 99.9 | 100 | 100 | 98.4 | 99.5 | 99.2 | 99.9 | 97.2 | 99.6 | 96.8 | 98.7 | 88 | 90.3 | 99.8 | 99.9 | 98.6 | 99.6 | 99.2 | 100 | 97.9 | 99 | |
| DDARef=NeurIPS 20252026.05 | 80.9 | 97 | 67.9 | 89.2 | 59.3 | 90.7 | 88.2 | 98.3 | 87.1 | 98 | 96.5 | 99.6 | 89 | 98.9 | 93.4 | 99.1 | 86.1 | 97.9 | 99 | 100 | 83.6 | 96.4 | 79 | 94 | 85.2 | 97.3 | 95.7 | 99.5 | 92.8 | 98.8 | 85.6 | 97 | |
| B-FreeRef=CVPR 20252026.05 | 75 | 90.5 | 66.1 | 81.6 | 65.2 | 81.7 | 79.2 | 92 | 78.9 | 91.2 | 83.5 | 93.8 | 74 | 93.3 | 83.3 | 93.3 | 68.3 | 83 | 96.2 | 99.3 | 79.3 | 91.1 | 62.4 | 77.7 | 67.6 | 83.2 | 83.6 | 93.4 | 76.6 | 90.1 | 75.9 | 89 | |
| AIDERef=ICLR 20252026.05 | 66.8 | 97.8 | 67.2 | 97.1 | 72 | 98.9 | 73.4 | 98.3 | 71.4 | 98.1 | 65.6 | 97.6 | 68.1 | 98.9 | 67 | 98.3 | 65.1 | 97.7 | 76.7 | 98.9 | 67 | 97.2 | 66.1 | 97.5 | 72 | 98.1 | 66.8 | 97.1 | 65.7 | 96.7 | 68.7 | 97.9 | |
| EffortRef=ICML 20252026.05 | 64 | 92.1 | 91.1 | 98 | 66.1 | 91.1 | 93.9 | 98.7 | 93.9 | 98.4 | 69.9 | 95 | 66.7 | 95.6 | 96.7 | 99 | 72.4 | 94.7 | 95.7 | 99.3 | 96.3 | 99.4 | 87.1 | 96.3 | 89.9 | 98 | 87 | 97.7 | 64.4 | 93.4 | 82.3 | 96.4 | |
| NPRRef=CVPR 20242026.05 | 51.3 | 79.3 | 40.3 | 35.9 | 51.6 | 77.3 | 44 | 36.7 | 42.3 | 36.2 | 48.4 | 60.5 | 47.5 | 60.7 | 40.9 | 34.6 | 48.4 | 55 | 33.3 | 35.9 | 39.6 | 36.1 | 44.9 | 47.9 | 10.9 | 30.9 | 41 | 36.2 | 50.3 | 69.2 | 42.3 | 48.8 |