| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VirtualHome v2.2.4 (Apartments #3 and #6) | Speedup (%)38.41 | 18 | 1d ago | ||
| Household domain | MindZero w/ Qwen3-4B | Speedup19.1 | 10 | 1d ago | |
| PROACTIVEBENCH (test) | Recall100 | 10 | 3mo ago | ||
| Gridworld | MindZero | Speedup24.5 | 8 | 1d ago | |
| ProActEval | T100 Score8.11 | 2 | 8d ago | ||
| ProActEval 200 scenarios | ProactiveAgent | T80 Score5.6 | 2 | 8d ago |
