- Who it helps
- Teams evaluating assistants for evolving professional documents.
- Availability
- The October 6 paper is public. Its abstract says the benchmark and code will be released; availability of that package was not established.
Ask about several states
The reported suite includes current, past and derived state, change history, and conflicts or refusal. This can expose answers based on an obsolete document version.
Interpret the reported scores
The authors report that the strongest of 27 tested configurations scored below 45%. This is a benchmark-specific result; it does not estimate accuracy on every document workflow.
What you can do
- Build a small example with two revisions and an explicit supersession rule, then require the assistant to identify the version supporting its answer. Open reference ↗
Where the evidence stops
Abstract inspected; full methods, release artifacts and results were not independently reproduced.
Sources read. Primary text checked October 19, 2026 UTC. The external product or research workflow was not executed; reported results remain attributed to their authors.
Sources & further reading
Paper · paper
DSV-Mem visual-memory evaluation ↗
October 6 abstract read. Benchmark/code are described as a future release; numerical results remain author-reported.
DSV-Mem authors · page checked 2026-10-19 · Published 2026-10-06
Coverage note: The linked sources establish the documented scope. Unlisted social platforms and independent execution remain unverified.
The record over time (1)
Dated source checks and published explanations. An observation date can differ from the original release date.
- · Added to Current
DSV-Mem evaluates whether multimodal assistants can answer questions about visual documents after revisions and changes in which evidence governs the answer.