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GUI Memory

41 systems and 7 benchmarks whose primary modality is GUI & computer-use.

How they represent memory

How T2 systems change it

Representation × management tier

T1 Static Memory 13 · 32% T2 Dynamic Memory 25 · 61% T3 Self-Evolving Memory 3 · 7% Total
Source- and modality-specific 1 1 – 2
Cross-represented explicit 7 12 2 21
Internalized latent & parametric 2 1 – 3
Hybrid 3 11 1 15

Each system counted once, at its highest tier. Circle area shows the value. Hover to compare with chance; click to list the systems.

What its benchmarks test

Directly evaluated, of 7 benchmarks in the survey's Table 2
  • Cross-modal evidenceCE2
  • Long-range evidenceLE7
  • State changesSC5
  • Conflicting memoriesCF0
  • Unanswerable queriesUQ1
  • Memory-grounded actionMA7
  • Persistent interface stateGS6
  • Action–outcome associationAO5
  • Cross-session reuseXR4

Benchmarks

All 41 systems