AI-Generated Image Detection on AIGI-Holmes
91.2JanusAIDE
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AIDE2026.06 | 91.2 | 98.9 | 97.8 | 98 | 99.4 | 98.7 | 93.6 | 98.6 | 99.4 | 94.4 | 97 | |
| RINE2026.06 | 89.9 | 98.7 | 97.2 | 98.8 | 99.1 | 99.2 | 85 | 98.9 | 97.8 | 97.1 | 96.2 | |
| UnivFD2026.06 | 87.6 | 96.9 | 96.4 | 85.9 | 93.1 | 79.2 | 64.3 | 75.7 | 87.8 | 69.6 | 83.6 | |
| AIGI-Holmessetting=standalone MLLM setting2026.06 | 80.2 | 91.9 | 89.6 | 98 | 98 | 98.4 | 76 | 98.5 | 97.8 | 94.2 | 92.3 | |
| Deep-VRM2026.06 | 77.4 | 96.12 | 96.98 | 99.95 | 99.98 | 99.95 | 91.45 | 99.93 | 99.62 | 99.67 | 96.11 | |
| AntiFakePrompt2026.06 | 72.2 | 84.3 | 84.8 | 86.2 | 96.2 | 83.6 | 90.7 | 81.7 | 92.8 | 66.1 | 83.9 | |
| LaRE2026.06 | 70.8 | 74.7 | 95.6 | 80 | 91.6 | 77.9 | 98.8 | 82.2 | 94.1 | 84.3 | 85 | |
| CNNSpot2026.06 | 70 | 70.9 | 85 | 72.2 | 61.9 | 86.8 | 59.9 | 78.2 | 63.8 | 79.9 | 72.9 | |
| NPR2026.06 | 51.2 | 69.5 | 73.9 | 93.7 | 93.5 | 93.8 | 85.9 | 93.4 | 91.6 | 93.6 | 84 |