Fake and manipulated image detection on FKG-50K Overall
92AccuracyFKG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FKG2026.06 | 92 | 94 | |
| TruFor2026.06 | 70 | 81 | |
| CAT-Net2026.06 | 68 | 68 | |
| GPT-52026.06 | 66 | 72 | |
| Qwen3 VLProtocol=Thinking2026.06 | 62 | 66 | |
| Gemini 2.02026.06 | 60 | 61 | |
| Qwen3 VLProtocol=Instruct2026.06 | 60 | 60 | |
| Gemma 32026.06 | 60 | 64 | |
| NPR2026.06 | 60 | 63 | |
| DE-FAKE2026.06 | 60 | 64 | |
| Sonnet 42026.06 | 58 | 58 | |
| UFD2026.06 | 57 | 61 | |
| Llama 4 S.2026.06 | 54 | 55 | |
| Nemotron N.2026.06 | 53 | 51 | |
| MVSS-Net2026.06 | 51 | 54 | |
| HiFi-IFDL2026.06 | 49 | 47 |