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ResearchFormerly WizWand

Tamper Localization on Columbia

89IoUSparseViT
0.623.5546.569.45Nov 27, 2025Dec 31, 2025Feb 4, 2026Mar 11, 2026Apr 14, 2026May 19, 2026Jun 23, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SparseViTMethod Type=Forensic Expert2026.068988
ForensicsTokMethod Type=Forensic MLLM2026.068990
MVSS-NetMethod Type=Forensic Expert2026.068690
IFDL-VLM2026.037788
CAT-NetMethod Type=Forensic Expert2026.067777
TruForMethod Type=Forensic Expert2026.067578
blank-canvas2025.117481
EditGuard2025.117078
FakeShield2025.116876
FakeShieldMethod Type=Forensic MLLM2026.066875
FakeShield2026.036775
FakeShieldOfficial Checkpoint Reproduction=true2026.036574
SIDAMethod Type=Forensic MLLM2026.066570
PSCC-Net2025.116474
PSCC-Net2026.036474
FOCA2026.0260.875.6
SIDAModel source=retrained on FSE-Set2026.0260.274.4
SIDAModel Scale=13B, Official Checkpoint Reproduction=true2026.036071
OSN2025.115869
OSN2026.035869
SIDAModel Scale=7B, Official Checkpoint Reproduction=true2026.035767
MVSS-Net2025.114861
MVSS-Net2026.034861
Qwen2.5-VLModel source=released pre-trained2026.0245.462.4
PSCC-NetMethod Type=Forensic Expert2026.063854
InternVL3Model source=released pre-trained2026.0230.446.6
DeepSeekVL2Model source=released pre-trained2026.0225.640.1
SPAN2025.111420
SPAN2026.031420
LISA2026.0213.724.1
CAT-Net2025.11813
CAT-Net2026.03813
HiFi-Net2025.11611
HiFi-Net2026.03611
ManTraNet2025.1147
ManTraNet2026.0347