Heat-2D
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Attribution quality of PDE surrogate models | Heat 2D (test) | R^21 | 9 | |
| Uncertainty quantification | Heat-2D alpha=0.1 simple chip (test) | Coverage89.11 | 4 | |
| PDE Inverse Problem | Heat-2D (full) | SR100 | 3 | |
| Temperature Prediction | Heat-2D multi_chip (test) | Accuracy (%)96.13 | 1 | |
| Temperature Prediction | Heat-2D forced_conv (test) | Accuracy95.53 | 1 | |
| Temperature Prediction | Heat-2D simple_chip (test) | Accuracy95.89 | 1 |
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