| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Offline Reinforcement Learning | K2D13 1000-5-mid | NAUC0.91 | 4 | |
| Offline Reinforcement Learning | K2D13-1000-1-mid | NAUC0.82 | 4 | |
| Offline Reinforcement Learning | K2D13-500-1-mid | NAUC78 | 4 | |
| Offline Reinforcement Learning | K2D13 500-5 mid | NAUC82 | 4 | |
| Offline Reinforcement Learning | K2D13-250-5-mid | NAUC0.75 | 4 | |
| Reinforcement Learning target performance estimation | K2D13-1000-5 late | NAUC86 | 4 | |
| Reinforcement Learning target performance estimation | K2D13 1000-1-late | NAUC78 | 4 | |
| Reinforcement Learning target performance estimation | K2D13-500-5-late | NAUC81 | 4 | |
| Reinforcement Learning target performance estimation | K2D13 500-1-late | NAUC57 | 4 | |
| Reinforcement Learning target performance estimation | K2D13-250-5-late | NAUC68 | 4 | |
| Reinforcement Learning target performance estimation | K2D13-250-1 late | NAUC25 | 4 | |
| Offline In-Context Reinforcement Learning | K2D13-1000-5 (complete) | NAUC93 | 4 | |
| Offline In-Context Reinforcement Learning | K2D13-1000-1 (complete) | NAUC87 | 4 | |
| Offline In-Context Reinforcement Learning | K2D13 1000-5-early (test) | NAUC51 | 4 | |
| Offline In-Context Reinforcement Learning | K2D13-1000-1-early (test) | NAUC55 | 4 | |
| Offline In-Context Reinforcement Learning | K2D13-500-5-early (test) | NAUC56 | 4 | |
| Offline In-Context Reinforcement Learning | K2D13-500-1-early (test) | NAUC37 | 4 | |
| Offline In-Context Reinforcement Learning | K2D13-250-1-early (test) | NAUC12 | 4 |