| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Code Generation | PCS (test) | Trigger Rate97.8 | 15 | |
| Pairwise Perceived Cycling Safety Modeling | PCS Berlin (test) | Rank Accuracy74.88 | 15 | |
| Pigment identification | PCS v5 | AA76.78 | 7 | |
| Pigment unmixing | PCS v5 | A-RMSE0.0379 | 7 | |
| Failure prediction stopping | PCS | Max Accuracy87.4 | 6 | |
| Steady-state PDE solving | PCS 16K-node mesh (test) | Relative L1 Error0.52 | 4 | |
| Poisson Equation Solving | PCS Poisson-C-Sines (test) | Relative L1 Error (test)0.52 | 2 | |
| Logistic Regression | pcs (5-fold CV) | Accuracy68.27 | 2 |