Planning on TravelPlanner (Pass@1)
59.25Pass@1Mem2Evolve
Evaluation results
| Method | Links | |
|---|---|---|
| Mem2EvolveBackbone=GPT-5-Chat2026.04 | 59.25 | |
| SwarmAgenticBackbone=GPT-5-Chat2026.04 | 59.14 | |
| AFLOWBackbone=GPT-5-Chat2026.04 | 53.24 | |
| EvoAgentBackbone=GPT-5-Chat2026.04 | 49.2 | |
| AlitaBackbone=GPT-5-Chat2026.04 | 48.32 | |
| AgentVerseBackbone=GPT-5-Chat2026.04 | 47.25 | |
| DSPyBackbone=GPT-5-Chat2026.04 | 44.9 | |
| AutoAgentsBackbone=GPT-5-Chat2026.04 | 43.52 | |
| DyLANBackbone=GPT-5-Chat2026.04 | 43.15 | |
| GPT-5-Chat (CoT)Backbone=GPT-5-Chat2026.04 | 39.51 | |
| GPT-5-Chat (ReAct)Backbone=GPT-5-Chat2026.04 | 39.13 | |
| GPT-5-Chat (Direct)Backbone=GPT-5-Chat2026.04 | 38.68 |