CamRoll
Personal AI Agent for Camera Roll VQA
Thao Nguyen, Krishna Kumar Singh, Donghyun Kim, Yong Jae Lee, Yuheng Li · 2026-06-03
- Modality
- Image
- Data
- Real data
- Task · ground truth
- QA/Ret. · Ans.+Ev.
- Scope
- Memory-specific benchmark
What it tests
- CECross-modal evidencePartially evaluated
- LELong-range evidenceDirectly evaluated
- SCState changesPartially evaluated
- CFConflicting memoriesNot evaluated
- UQUnanswerable queriesNot evaluated
- MAMemory-grounded actionNot evaluated
- FGFine-grained visual detailDirectly evaluated
- ETEntity trackingDirectly evaluated
- VCVisual state changePartially evaluated
Survey notes
Personal-photo histories support episodic and semantic recall questions grounded in the owner's earlier experiences.