Fake and manipulated image detection on Synthbuster (ACC, AUC)
94AccuracyNPR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NPR2026.06 | 94 | 98 | |
| FKG2026.06 | 94 | 96 | |
| RNSIDNet2026.07 | 92.43 | 97.38 | |
| Qwen3 VLProtocol=Instruct2026.06 | 92 | 81 | |
| Sonnet 42026.06 | 91 | 78 | |
| Gemini 2.02026.06 | 91 | 78 | |
| GPT-52026.06 | 90 | 86 | |
| RINE2026.07 | 87.49 | 87.54 | |
| DE-FAKE2026.06 | 83 | 92 | |
| TruFor2026.06 | 81 | 73 | |
| UFD2026.06 | 79 | 57 | |
| Cozzo20242026.07 | 73.86 | 91.6 | |
| CAT-Net2026.06 | 73 | 41 | |
| DRCT2026.07 | 72.99 | 74.42 | |
| Llama 4 S.2026.06 | 71 | 58 | |
| Gemma 32026.06 | 69 | 79 | |
| Nemotron N.2026.06 | 64 | 59 | |
| Qwen3 VLProtocol=Thinking2026.06 | 60 | 84 | |
| AIDE2026.07 | 56.26 | 62.49 | |
| UFD2026.07 | 55.36 | 53.94 | |
| DIRE2026.07 | 47.8 | 46.88 | |
| C2P-CLIP2026.07 | 46.12 | 54.5 | |
| LGrad2026.07 | 44.33 | 39.16 | |
| MVSS-Net2026.06 | 29 | 45 | |
| HiFi-IFDL2026.06 | 21 | 54 |