| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Embodied Task Completion | TextFrozenLake 4×4; h=0.9 | Cumulative Return265.2 | 7 | |
| Sequential Decision Making | TextFrozenLake 4x4; h=0.9 | Cumulative Return31.8 | 5 | |
| Text-based Reinforcement Learning Navigation | TextFrozenLake 4x4 | Normalized Success Rate100 | 5 |