Web Navigation on WebShop Semantic Shift baseline (Source)
9,500Success RateMemoryBank
Evaluation Results
| Method | Links | |
|---|---|---|
| MemoryBankBackbone=Qwen3-30B2026.01 | 9,500 | |
| MemoryBank + GLOVEBackbone=Qwen3-30B2026.01 | 9,500 | |
| Generative Agent + GLOVEBackbone=Qwen3-30B2026.01 | 9,500 | |
| VoyagerBackbone=Qwen3-30B2026.01 | 9,000 | |
| Vanilla + GLOVEBackbone=Qwen3-30B2026.01 | 8,500 | |
| Voyager + GLOVEBackbone=Qwen3-30B2026.01 | 8,500 | |
| Generative AgentBackbone=Qwen3-30B2026.01 | 7,500 | |
| VanillaBackbone=Qwen3-30B2026.01 | 6,500 | |
| No Memory (Plain)Backbone=Qwen3-30B2026.01 | 0 |