| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ScienceWorld (Seen) | ITPR | Success Rate63.91 | 31 | 1mo ago | |
| ALFWorld | KD (1.3B) | Average Reasoning Length (tokens)47.9 | 18 | 1mo ago | |
| Timely-Eval | Zork1 Score34.9 | 7 | 1mo ago | ||
| ScienceWorld (Unseen) | AEC | Success Rate0.5862 | 7 | 1mo ago | |
| ScienceWorld 30 tasks | SwiftSage | Score84.7 | 6 | 1mo ago | |
| HCO Challenges Interactive reasoning 1.0 (test) | Success Rate85 | 2 | 1mo ago | ||
| ScienceWorld 26 tasks, up to 10 var. (241 ep.) | RPMS | Score54 | 1 | 1mo ago | |
| HCO Interactive reasoning | Human | Human Success Rate85 | 1 | 1mo ago |
