Multi-Agent Construction on Minecraft Construction Task Custom Setting
34.56TSRVillagerAgent + Ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VillagerAgent + OursFramework Type=Structured Planning Framework2026.04 | 34.56 | 92 | |
| MindCraft + OursFramework Type=Free-form Communication Framework2026.04 | 32.8 | 134 | |
| VillagerAgent (Baseline)Framework Type=Structured Planning Framework2026.04 | 22.04 | 145 | |
| MindCraft (Baseline)Framework Type=Free-form Communication Framework2026.04 | 21.5 | 184 |