Continuous physical field prediction on SHIFT-Wing full-resolution
33.97MAE (ps)R
Evaluation Results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RSampling strategy=Uniform random sampling, Data budget=10%, Evaluation resolution=Full-resolution2026.05 | 33.97 | 6,970 | 34.6 | 39.81 | 7,671 | 36 | 1.483 | 9.824 | 18.9 | 1.134 | 19.6 | 17.71 | 69.43 | 43,613 | 84.3 | 31.68 | 2,085 | 19 | 17.47 | 1,219 | 43.7 | 1.076 | 22.94 | 1.89 | |
| M3Sampling strategy=Multi-scale Morton Measure, Data budget=10%, Evaluation resolution=Full-resolution2026.05 | 37.17 | 6,585 | 34.2 | 38.92 | 6,269 | 32.9 | 1.485 | 9.833 | 18.91 | 1.13 | 19.54 | 17.68 | 67.66 | 35,936 | 78.4 | 18.23 | 720.4 | 11 | 15.49 | 997.4 | 39.5 | 0.3259 | 1.146 | 0.404 |