Temperature Field Reconstruction on DSine Case B
0.491MSEFNO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FNOParams (M)=1.09, GFLOPs=1.87, Inference Time (ms/sample)=1.472026.05 | 0.491 | 0.545 | 98.6 | |
| MTL-FNOGFLOPs=1.93, Inference Time (ms/sample)=6.082026.05 | 0.493 | 0.55 | 98.8 | |
| PhySenseParams (M)=5.59, GFLOPs=269.58, Inference Time (ms/sample)=1128.152026.05 | 3.125 | 0.487 | 96.8 | |
| DeepONetParams (M)=0.51, GFLOPs=10.37, Inference Time (ms/sample)=5.792026.05 | 3.83 | 1.477 | 80.6 | |
| U-NetParams (M)=13.39, GFLOPs=37.71, Inference Time (ms/sample)=2.502026.05 | 6.268 | 1.794 | 79.8 | |
| SenseiverParams (M)=11.43, GFLOPs=17.68, Inference Time (ms/sample)=38.012026.05 | 6.374 | 1.801 | 84.3 |