Tamper Localization on NIST
44IoUForensicsTok
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ForensicsTokMethod Type=Forensic MLLM2026.06 | 44 | 58 | |
| SparseViTMethod Type=Forensic Expert2026.06 | 39 | 57 | |
| TruForMethod Type=Forensic Expert2026.06 | 36 | 43 | |
| EditGuard2025.11 | 35 | 40 | |
| FakeShield2025.11 | 34 | 39 | |
| IFDL-VLM2026.03 | 33 | 43 | |
| FakeShield2026.03 | 32 | 37 | |
| blank-canvas2025.11 | 31 | 45 | |
| CAT-NetMethod Type=Forensic Expert2026.06 | 29 | 33 | |
| SIDAModel Scale=13B, Official Checkpoint Reproduction=true2026.03 | 27 | 32 | |
| SIDAMethod Type=Forensic MLLM2026.06 | 27 | 43 | |
| OSN2025.11 | 25 | 33 | |
| OSN2026.03 | 25 | 33 | |
| SIDAModel Scale=7B, Official Checkpoint Reproduction=true2026.03 | 25 | 30 | |
| MVSS-NetMethod Type=Forensic Expert2026.06 | 25 | 30 | |
| MVSS-Net2025.11 | 24 | 29 | |
| MVSS-Net2026.03 | 24 | 29 | |
| FakeShieldOfficial Checkpoint Reproduction=true2026.03 | 22 | 26 | |
| PSCC-NetMethod Type=Forensic Expert2026.06 | 20 | 26 | |
| PSCC-Net2025.11 | 18 | 26 | |
| PSCC-Net2026.03 | 18 | 26 | |
| FakeShieldMethod Type=Forensic MLLM2026.06 | 17 | 22 | |
| SPAN2025.11 | 16 | 21 | |
| SPAN2026.03 | 16 | 21 | |
| ManTraNet2025.11 | 14 | 20 | |
| CAT-Net2025.11 | 14 | 19 | |
| ManTraNet2026.03 | 14 | 20 | |
| CAT-Net2026.03 | 14 | 19 | |
| HiFi-Net2025.11 | 9 | 13 | |
| HiFi-Net2026.03 | 9 | 13 |