Planar shock wave flow prediction on planar shock wave dataset (n = 75) (test)
0.007RRMSE (AUC)G-PARC
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| G-PARCMoving Least Squares (MLS)=Enabled2026.04 | 0.007 | 0.0121 | 1 | 99.99 | 0.9998 | 0.0028 | — | |
| MGKAN2026.04 | 0.0555 | 0.1248 | 0.0393 | 98.81 | 0.9588 | 0.0281 | — | |
| G-PARC (w/o MLS)Moving Least Squares (MLS)=Disabled2026.04 | 0.0824 | 0.1222 | 0.0265 | 97.74 | 0.9704 | 0.0314 | — | |
| MGNET2026.04 | 0.3544 | 0.747 | 0.4448 | 82.06 | 0.4484 | 0.1515 | — | |
| GraphSAGE2026.04 | 7.5062 | 13.6 | 178.7 | 15.85 | 198.6 | 2.8872 | — |