Tamper Localization on MMTD-Set Average
47IoUIFDL-VLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IFDL-VLM2026.03 | 47 | 58 | |
| FakeShield2026.03 | 39 | 45 | |
| SIDAModel Scale=13B, Official Checkpoint Reproduction=true2026.03 | 38 | 45 | |
| SIDAModel Scale=7B, Official Checkpoint Reproduction=true2026.03 | 36 | 43 | |
| FakeShieldOfficial Checkpoint Reproduction=true2026.03 | 34 | 39 | |
| OSN2026.03 | 29 | 37 | |
| PSCC-Net2026.03 | 24 | 33 | |
| MVSS-Net2026.03 | 24 | 32 | |
| CAT-Net2026.03 | 13 | 17 | |
| SPAN2026.03 | 10 | 15 | |
| HiFi-Net2026.03 | 10 | 15 | |
| ManTraNet2026.03 | 7 | 11 |