Continuous physical field prediction on DrivAerML full-resolution
8.37MAE (Pressure)R
Evaluation Results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RSampling strategy=Uniform random sampling, Data budget=10%, Evaluation resolution=Full-resolution2026.05 | 8.37 | 201.6 | 3.92 | 6.33 | 119.4 | 4.36 | 0.0686 | 0.0179 | 7.62 | 0.0523 | 0.0258 | 7.39 | 0.018 | 0.0012 | 6.42 | 0.0052 | 0.0001 | 94 | 0.503 | 0.7831 | 5.7 | 0.129 | 0.1341 | 94 | |
| M3Sampling strategy=Multi-scale Morton Measure, Data budget=10%, Evaluation resolution=Full-resolution2026.05 | 8.47 | 194.4 | 3.86 | 5.57 | 94.1 | 3.84 | 0.0742 | 0.0187 | 7.82 | 0.046 | 0.0206 | 6.58 | 0.0307 | 0.0048 | 13.12 | 0.0027 | 0 | 47 | 0.829 | 2.522 | 10.44 | 0.078 | 0.046 | 55 |