| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Forward time-stepping | TGC 3D spatio-temporal | Relative MSE (1st Step)0.0315 | 4 | |
| Continuum Dynamics Rollout Prediction | TGC 3D T ∈ [21 : 60] | VRMSE0.6197 | 2 | |
| Continuum Dynamics Rollout Prediction | TGC 3D | VRMSE0.2889 | 2 | |
| Conversational Quality Evaluation (Conversational Turns) | TGC 10% human-annotated sample | Factual Correctness94.37 | 2 | |
| Knowledge Graph Quality Evaluation | TGC 10% human-annotated sample | Topic Consistency90.36 | 1 |