Image Forgery Localization on Columbia Unseen Domain
55.8mIoUSARIF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SARIFType=SAM, Training Scheme=CASIAv2 [65]2026.06 | 55.8 | — | |
| SARIFType=SAM, Training Scheme=CASIAv2 [65]2026.06 | 49.7 | — | |
| SAFIREType=SAM, Training Scheme=CASIAv2 [65]2026.06 | 40.5 | — | |
| M2SFormerType=Trans., Training Scheme=CASIAv2 [65]2026.06 | 32.4 | — | |
| SAFIREType=SAM, Training Scheme=CASIAv2 [65]2026.06 | 26.4 | — | |
| TransForensicType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 25 | — | |
| MVSSNetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 23.3 | — | |
| PIMNetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 23.1 | — | |
| IMDPromterType=SAM, Training Scheme=CASIAv2 [65]2026.06 | 22.9 | — | |
| EITLNetType=Trans., Training Scheme=CASIAv2 [65]2026.06 | 20.9 | — | |
| AutoSAMType=SAM, Training Scheme=CASIAv2 [65]2026.06 | 18.9 | — | |
| PIMNetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 16.8 | — | |
| M2SFormerType=Trans., Training Scheme=CASIAv2 [65]2026.06 | 16.8 | — | |
| AutoSAMType=SAM, Training Scheme=CASIAv2 [65]2026.06 | 16.3 | — | |
| SAMType=SAM, Training Scheme=CASIAv2 [65]2026.06 | 15.9 | — | |
| IMDPromterType=SAM, Training Scheme=CASIAv2 [65]2026.06 | 15.4 | — | |
| FBINetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 15.2 | — | |
| MantraNetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 14.9 | — | |
| TransForensicType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 14.3 | — | |
| RRUNetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 13.9 | — | |
| SAMType=SAM, Training Scheme=CASIAv2 [65]2026.06 | 12.8 | — | |
| EITLNetType=Trans., Training Scheme=CASIAv2 [65]2026.06 | 12.4 | — | |
| UNetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 12.2 | — | |
| FBINetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 11.7 | — | |
| MVSSNetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 10.9 | — | |
| RRUNetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 9 | — | |
| UNetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 7.6 | — | |
| MantraNetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 6.5 | — | |
| MT-SENetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 6.5 | — | |
| MT-SENetType=Convolution, Training Scheme=CASIAv2 [65]2026.06 | 5.3 | — | |
| IMDPrompterType=SAM2026.06 | — | 59.6 | |
| M2SFormerType=Trans.2026.06 | — | 64.7 | |
| MVSSNetType=Conv.2026.06 | — | 58.8 | |
| SAFIREType=SAM2026.06 | — | 69.7 | |
| SARIFType=SAM2026.06 | — | 73.2 |