| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Hallway 4x5x6 | Average Win Rate100 | 24 | 18d ago | ||
| SMAC 1o10b_vs_1r | CroMAC | Win Rate65 | 16 | 18d ago | |
| TJ slow | CroMAC | Average Win Rate46 | 16 | 18d ago | |
| LBF 3p-1f | AME | Average Win Rate77 | 16 | 18d ago | |
| Overcooked-AI | Agents | Coordination Ring Score122.3 | 10 | 16d ago | |
| Pistonball | LangMARL | Coordination Score37.2 | 8 | 16d ago | |
| Overcooked cross-play official AI library | A-ToM agent | Time48.05 | 7 | 1mo ago | |
| Maze Structure Map | MAPPO | Final Cumulative Win Rate (FW)81.15 | 7 | 1mo ago | |
| Dense-Obstacle Map | DPP | Final Cumulative Win Rate88.37 | 7 | 1mo ago | |
| Multi-agent search-and-rescue coordination task | Bits per Episode0 | 7 | 1mo ago | ||
| VirtualHome-Social Replacement 4→3→4' | DRAMA | Average Steps55.429 | 6 | 11d ago | |
| VirtualHome-Social Recovery 4→3→4 | DRAMA | Average Steps55.069 | 6 | 11d ago | |
| VirtualHome-Social Addition 3→4→5 | DRAMA | Average Steps53.367 | 6 | 11d ago | |
| VirtualHome-Social Addition 4→5 | DRAMA | Average Steps48.213 | 6 | 11d ago | |
| VirtualHome-Social Dropout 5→4→3 | DRAMA | Average Steps52.796 | 6 | 11d ago | |
| VirtualHome-Social Dropout 4→3 | DRAMA | Average Steps57.205 | 6 | 11d ago | |
| VirtualHome-Social Static 5 | DRAMA | Average Steps46.697 | 6 | 11d ago | |
| VirtualHome-Social Static 4 | DRAMA | Average Steps50.242 | 6 | 11d ago | |
| VirtualHome-Social Static 3 | DRAMA | Average Steps59.977 | 6 | 11d ago | |
| CoordSum | MAPPO | Reward (3 Agents, 10 Steps, 30 Goal)156.37 | 6 | 1mo ago | |
| Overcooked | IQM Return607.76 | 5 | 18d ago | ||
| Predator-Prey | IQM Return2.547 | 5 | 18d ago | ||
| Foraging Experiment 3 | IQM Return8.091 | 5 | 18d ago | ||
| Foraging Experiment 2 | IQM Return8.082 | 5 | 18d ago | ||
| Foraging Experiment 1 | IQM Return8.087 | 5 | 18d ago |
