Image Forgery Detection on DSO-1
100AUCCAT-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CAT-Net2026.06 | 100 | 99 | |
| TruFor2026.06 | 99 | 94 | |
| TruFor2022.12 | 98.4 | 93 | |
| TruFor2023.12 | 98.4 | 93 | |
| Early FusionReference=Sec. III-D2023.12 | 96.6 | 93.5 | |
| FKG2026.06 | 96 | 92 | |
| Late FusionReference=Sec. III-C2023.12 | 95.8 | 83 | |
| MMFusionComponent=Early Fusion with FRD2023.12 | 92.3 | 73.5 | |
| ManTraNet2022.12 | 87.4 | 50 | |
| ManTraNet2023.12 | 87.4 | 50 | |
| IF-OSN2022.12 | 85.3 | 50.5 | |
| Noiseprint2022.12 | 82.1 | — | |
| E2E2022.12 | 80.3 | 56.5 | |
| EXIF-SC2022.12 | 76.4 | 50 | |
| Splicebuster2022.12 | 75.1 | — | |
| CAT-Net v22022.12 | 74.7 | 52.5 | |
| CAT-Netv22023.12 | 74.7 | 52.5 | |
| SPAN2022.12 | 66.9 | 51 | |
| SPAN2023.12 | 66.9 | 23.3 | |
| PSCC-Net2022.12 | 65 | 54.3 | |
| PSCC-Net2023.12 | 65 | 45.8 | |
| GPT-52026.06 | 61 | 59 | |
| CR-CNN2022.12 | 57.6 | 53.5 | |
| CR-CNN2023.12 | 57.6 | 28.9 | |
| Gemma 32026.06 | 57 | 57 | |
| ADQ2022.12 | 56.9 | 56 | |
| DE-FAKE2026.06 | 56 | 52 | |
| MVSS-Net2022.12 | 55.2 | 48.5 | |
| MVSS-Net2023.12 | 55.2 | 35.8 | |
| Sonnet 42026.06 | 53 | 50 | |
| Gemini 2.02026.06 | 53 | 52 | |
| Qwen3 VLProtocol=Thinking2026.06 | 53 | 52 | |
| Qwen3 VLProtocol=Instruct2026.06 | 51 | 50 | |
| Llama 4 S.2026.06 | 51 | 48 | |
| HiFi-IFDL2026.06 | 51 | 50 | |
| AdaCFA2022.12 | 50 | 50 | |
| NPR2026.06 | 49 | 50 | |
| Nemotron N.2026.06 | 48 | 37 | |
| UFD2026.06 | 48 | 47 | |
| MVSS-Net2026.06 | 47 | 46 | |
| RRU-Net2022.12 | 44.4 | 50 |