Mobile GUI Agent Navigation on MemGUI Memory
40.87Success Rate (SR)Task-State Representation (Kimi-k2.5)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Task-State Representation (Kimi-k2.5)Base Model=Kimi-k2.5, Context=Proposed2026.07 | 40.87 | 60.6 | 3.48 | |
| Kimi-k2.5Context=Baseline2026.07 | 37.39 | 55.5 | — | |
| Task-State Representation (Qwen3.5-plus)Base Model=Qwen3.5-plus, Context=Proposed2026.07 | 28.7 | 64.5 | 5.22 | |
| Qwen3.5-plusContext=Baseline2026.07 | 23.48 | 65.4 | — |