Multi-Agent Construction on Minecraft Construction Task Standard Setting
42.76Task Success Rate (TSR)VillagerAgent + Ours
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VillagerAgent + OursFramework Type=Structured Planning Framework2026.04 | 42.76 | 76 | |
| VillagerAgent (Baseline)Framework Type=Structured Planning Framework2026.04 | 36.45 | 103 | |
| MindCraft + OursFramework Type=Free-form Communication Framework2026.04 | 35.7 | 294 | |
| MindCraft (Baseline)Framework Type=Free-form Communication Framework2026.04 | 31.1 | 396 |