AI-Generated Image Detection on CommGen 15
100Akool R.AccAIDE
Evaluation results
| Method | Links | ||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AIDEReference=ICLR 2025, Training data=SDv1.42026.05 | 100 | 33.7 | 100 | 34.4 | 99.9 | 44.2 | 100 | 46.9 | 100 | 42.8 | 99.9 | 31.2 | 100 | 36.3 | 100 | 34 | 100 | 30.2 | 99.9 | 53.6 | 100 | 33.9 | 100 | 32.2 | 99.9 | 44.2 | 99.9 | 33.7 | 99.8 | 31.5 | 100 | 37.5 | |
| PGCReference=-, Training data=SDv1.42026.05 | 100 | 97.5 | 100 | 96.3 | 100 | 96.6 | 99.9 | 97.3 | 100 | 96 | 100 | 97.6 | 100 | 100 | 100 | 96.8 | 100 | 98.3 | 100 | 94.5 | 100 | 93.7 | 100 | 76 | 99.9 | 99.6 | 100 | 97.2 | 100 | 98.3 | 100 | 95.7 | |
| DDAReference=NeurIPS 2025, Training data=SDv1.42026.05 | 98.6 | 63.3 | 98.9 | 36.9 | 98.3 | 20.4 | 98.5 | 77.9 | 98.5 | 75.6 | 98.5 | 94.4 | 98.3 | 79.6 | 98.8 | 88 | 98.6 | 73.6 | 98.7 | 99.2 | 98.6 | 68.6 | 99 | 59 | 98.7 | 71.8 | 98.7 | 92.8 | 98.3 | 87.4 | 98.6 | 72.6 | |
| EffortReference=ICML 2025, Training data=SDv1.42026.05 | 98.2 | 29.8 | 98.3 | 83.9 | 97.6 | 34.6 | 98.1 | 89.7 | 97.6 | 90.2 | 98.1 | 41.7 | 98.8 | 34.6 | 97.3 | 96.1 | 98.1 | 46.8 | 98 | 93.4 | 98.5 | 94.1 | 96.9 | 77.3 | 97.9 | 81.9 | 97.7 | 76.4 | 98.2 | 30.6 | 97.9 | 66.7 | |
| B-FreeReference=CVPR 2025, Training data=SDv1.42026.05 | 95.1 | 54.9 | 94.1 | 38 | 94.5 | 35.9 | 94.8 | 63.6 | 94.6 | 63.2 | 95 | 72 | 98.3 | 49.6 | 96 | 70.6 | 94.7 | 42 | 94.6 | 97.9 | 95.1 | 63.6 | 95.9 | 28.9 | 94.5 | 40.7 | 95.1 | 72.1 | 94.7 | 58.5 | 95.1 | 56.8 | |
| NPRReference=CVPR 2024, Training data=SDv1.42026.05 | 2.7 | 99.9 | 4.2 | 76.3 | 3.3 | 99.9 | 3.4 | 84.6 | 2.8 | 81.7 | 2.5 | 94.4 | 1.7 | 93.3 | 2.8 | 79.1 | 2.5 | 94.4 | 2.4 | 64.3 | 2.5 | 76.7 | 4.1 | 85.6 | 2.5 | 19.4 | 1.8 | 80.2 | 3.1 | 97.6 | 2.8 | 81.8 |