VisualMem
Personal Visual Memory from Explicit and Implicit Evidence
Viet Nguyen, Thao Nguyen, Vishal M. Patel, Yuheng Li · 2026-05-27
- Modality
- Image
- Data
- Hybrid (real + synthetic/simulated)
- Task · ground truth
- QA/Ret. · Ans.+Ev.
- Scope
- Memory-specific benchmark
What it tests
- CECross-modal evidenceDirectly evaluated
- LELong-range evidenceDirectly evaluated
- SCState changesPartially evaluated
- CFConflicting memoriesNot evaluated
- UQUnanswerable queriesNot evaluated
- MAMemory-grounded actionNot evaluated
- FGFine-grained visual detailDirectly evaluated
- ETEntity trackingNot evaluated
- VCVisual state changePartially evaluated
Survey notes
Later queries test recurring visual-entity identity and implicit personal facts conveyed by earlier images but absent from conversational text.