| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Rebuttal Quality Evaluation | R2 (test) | Rigor (C)9.39 | 45 | |
| Simulation Performance | R2 | Accuracy46 | 26 | |
| Topological Localization | R2 Ref. Sequence 3 | Precision@1100 | 24 | |
| Topological Localization | R2 Ref. Sequence 2 | Precision@192 | 24 | |
| Topological Localization | R2 Ref. Sequence 1 | Precision@10.93 | 24 | |
| Topological Localization | R2 Ref. Sequence 0 | Precision@198 | 24 | |
| Code Repair | R2 | ASR6.77 | 3 | |
| Explanation Generation | R2 | SFT (Mean Feature KL)0.1177 | 2 | |
| 3D ATF reconstruction | R2 (test) | LSD (0-20 / 312 Hz)0.78 | 1 | |
| Robot arm manipulation | R2 Unseen v1 (test) | Metric- | 0 | |
| Robot arm manipulation | R2 Seen v1 (test) | Metric- | 0 |