| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Visual Object Tracking | TC128 | Success Rate (IoU>0.50)70.5 | 15 | |
| Token Classification | TC Benchmarks | CONLL93.6 | 9 | |
| Credit Scoring | TC | ROC AUC0.701 | 5 | |
| Solving Linear Partial Differential Equations | TC-8 | Max Error0 | 5 | |
| Solving Linear Partial Differential Equations | TC-6 | Max Error0 | 5 | |
| Solving nonlinear PDEs | TC-9 Steady-state nonlinear Helmholtz equation | Max Error0 | 5 | |
| Retriever-Generator Attribution Agreement | TC | WARG-0.90.72 | 4 | |
| Named Entity Recognition | TC (test) | Average F168.73 | 4 | |
| Clustering | TC-6M (test) | ACC99.87 | 3 |