REFORM is a three-stage reasoning curriculum plus the ROM dataset that achieves state-of-the-art generalization on multimodal manipulation detection benchmarks.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Cultivating Forensic Reasoning for Generalizable Multimodal Manipulation Detection
REFORM is a three-stage reasoning curriculum plus the ROM dataset that achieves state-of-the-art generalization on multimodal manipulation detection benchmarks.