Grid World Navigation on FrozenLake Drift I
85Success RateVoyager + GLOVE
Evaluation results
| Method | Links | |
|---|---|---|
| Voyager + GLOVEBackbone=GPT-4o, Augmentation=GLOVE2026.01 | 85 | |
| Generative Agent + GLOVEBackbone=GPT-4o, Augmentation=GLOVE2026.01 | 80 | |
| Vanilla + GLOVEBackbone=GPT-4o, Augmentation=GLOVE2026.01 | 75 | |
| MemoryBank + GLOVEBackbone=GPT-4o, Augmentation=GLOVE2026.01 | 70 | |
| Generative AgentBackbone=GPT-4o2026.01 | 15 | |
| No Memory (Plain)Backbone=GPT-4o2026.01 | 5 | |
| VanillaBackbone=GPT-4o2026.01 | 0 | |
| MemoryBankBackbone=GPT-4o2026.01 | 0 | |
| VoyagerBackbone=GPT-4o2026.01 | 0 |