Attribution Quality of PDE Surrogate Models on Shallow Water 2D (test)
0.885R^2RMSR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RMSRResolution (n)=10242026.06 | 0.885 | 0.914 | 0.407 | |
| OperatorSHAPResolution (n)=10242026.06 | 0.867 | 0.692 | 0.728 | |
| OperatorSHAPResolution (n)=2562026.06 | 0.799 | 0.963 | 0.309 | |
| RMSRResolution (n)=2562026.06 | 0.736 | 0.902 | 0.444 | |
| OperatorSHAPResolution (n)=642026.06 | 0.597 | 0.993 | 0.127 | |
| RMSRResolution (n)=642026.06 | 0.522 | 0.958 | 0.33 | |
| IGResolution (n)=10242026.06 | 0.275 | 0.799 | 0.641 | |
| IGResolution (n)=2562026.06 | 0.175 | 0.592 | 0.843 | |
| IGResolution (n)=642026.06 | 0.089 | 0.331 | 0.991 |