DATA CONSTRUCTION
Benchmark data
construction process
Two representative cases illustrate how profile-level preferences are transformed into structured events and multimodal history.
Select a case, then use the step controls to reveal the construction sequence.
QA EXAMPLES
Four evaluation settings
Each example presents the question and retrieved memory clues first. Expand the answer panel to reveal the gold answer and the preference being evaluated.
EXPERIMENTAL RESULTS · DEMO V3
Three research questions
SCOPE OF THIS DEMO
This section presents the benchmark's data construction process followed by four representative QA settings. The answer panels stay collapsed so the memory evidence can be inspected before the gold answer.