Tamper Localization on Columbia
89IoUSparseViT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SparseViTMethod Type=Forensic Expert2026.06 | 89 | 88 | |
| ForensicsTokMethod Type=Forensic MLLM2026.06 | 89 | 90 | |
| MVSS-NetMethod Type=Forensic Expert2026.06 | 86 | 90 | |
| IFDL-VLM2026.03 | 77 | 88 | |
| CAT-NetMethod Type=Forensic Expert2026.06 | 77 | 77 | |
| TruForMethod Type=Forensic Expert2026.06 | 75 | 78 | |
| blank-canvas2025.11 | 74 | 81 | |
| EditGuard2025.11 | 70 | 78 | |
| FakeShield2025.11 | 68 | 76 | |
| FakeShieldMethod Type=Forensic MLLM2026.06 | 68 | 75 | |
| FakeShield2026.03 | 67 | 75 | |
| FakeShieldOfficial Checkpoint Reproduction=true2026.03 | 65 | 74 | |
| SIDAMethod Type=Forensic MLLM2026.06 | 65 | 70 | |
| PSCC-Net2025.11 | 64 | 74 | |
| PSCC-Net2026.03 | 64 | 74 | |
| FOCA2026.02 | 60.8 | 75.6 | |
| SIDAModel source=retrained on FSE-Set2026.02 | 60.2 | 74.4 | |
| SIDAModel Scale=13B, Official Checkpoint Reproduction=true2026.03 | 60 | 71 | |
| OSN2025.11 | 58 | 69 | |
| OSN2026.03 | 58 | 69 | |
| SIDAModel Scale=7B, Official Checkpoint Reproduction=true2026.03 | 57 | 67 | |
| MVSS-Net2025.11 | 48 | 61 | |
| MVSS-Net2026.03 | 48 | 61 | |
| Qwen2.5-VLModel source=released pre-trained2026.02 | 45.4 | 62.4 | |
| PSCC-NetMethod Type=Forensic Expert2026.06 | 38 | 54 | |
| InternVL3Model source=released pre-trained2026.02 | 30.4 | 46.6 | |
| DeepSeekVL2Model source=released pre-trained2026.02 | 25.6 | 40.1 | |
| SPAN2025.11 | 14 | 20 | |
| SPAN2026.03 | 14 | 20 | |
| LISA2026.02 | 13.7 | 24.1 | |
| CAT-Net2025.11 | 8 | 13 | |
| CAT-Net2026.03 | 8 | 13 | |
| HiFi-Net2025.11 | 6 | 11 | |
| HiFi-Net2026.03 | 6 | 11 | |
| ManTraNet2025.11 | 4 | 7 | |
| ManTraNet2026.03 | 4 | 7 |