Continuous physical field prediction on AhmedML full-resolution
2.07MAE (ps)M3
Evaluation Results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| M3Sampling strategy=Multi-scale Morton Measure, Data budget=10%, Evaluation resolution=Full-resolution2026.05 | 2.07 | 59 | 2.55 | 1.88 | 58.7 | 2.52 | 0.0148 | 0.0033 | 3.99 | 0.0146 | 0.01 | 3.8 | 5.32 | 353 | 1.78 | 1.4 | 31.6 | 0.455 | 3.12 | 125 | 1.72 | 0.701 | 21.5 | 0.378 | |
| RSampling strategy=Uniform random sampling, Data budget=10%, Evaluation resolution=Full-resolution2026.05 | 2.22 | 79.5 | 2.8 | 2 | 79.6 | 2.76 | 0.0122 | 0.0031 | 3.75 | 0.0114 | 0.0084 | 3.34 | 6.07 | 712 | 2.16 | 1.75 | 83 | 0.603 | 3.63 | 272 | 2.11 | 0.892 | 56.2 | 0.5 |