Continual-memory deployment on WebArena
52.3Macro-Averaged Success RateAuto-Dreamer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Auto-Dreamer2026.05 | 52.3 | 43.5 | |
| AWM2026.05 | 52 | 43.1 | |
| LightMem2026.05 | 52 | 43.1 | |
| ExpeL2026.05 | 50.8 | 41.8 | |
| Memp2026.05 | 50.8 | 41.7 | |
| Mem02026.05 | 50.3 | 41.5 | |
| ReasoningBank2026.05 | 49.8 | 41.1 | |
| Reflexion2026.05 | 46.4 | 37.7 | |
| No memory2026.05 | 44.6 | 36 |