| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| LLM Inference | Merge | Goodput (req/s)1.16 | 18 | |
| Trajectory Planning | Merge Unseen Environments | ADE1.07 | 9 | |
| Trajectory Planning | Merge Seen Environments | Average Displacement Error (ADE)0.93 | 9 | |
| LLM Inference | Merge dataset | SLO Attainment54.3 | 9 | |
| LLM Serving | Merge dataset | Effective Throughput (req/s)0.6 | 9 | |
| Music Emotion Regression | MERGE | R^2 (Arousal)0.5 | 5 | |
| Music Emotion Regression | MERGE (test) | R^2 (Arousal)0.55 | 4 | |
| Autonomous Driving Planning | merge v0 (test) | Avg Episode Reward41.973 | 3 |