T field reconstruction on 2D Blunt-Wedge Rarefied Flow (Case A)
10,225.969MSEMTL-FNO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MTL-FNOParams (M)=/, GFLOPs=0.41, Inference Time (ms/sample)=9.652026.05 | 10,225.969 | 66.875 | 0.972 | |
| U-netParams (M)=13.39, GFLOPs=3.45, Inference Time (ms/sample)=15.2902026.05 | 19,167.43 | 87.101 | 0.947 | |
| FNOParams (M)=1.09, GFLOPs=0.19, Inference Time (ms/sample)=1.3422026.05 | 22,277.975 | 96.446 | 0.939 | |
| SenseiverParams (M)=11.42, GFLOPs=2.21, Inference Time (ms/sample)=13.3592026.05 | 38,481.008 | 140.264 | 0.895 | |
| DeepONetParams (M)=0.51, GFLOPs=2.00, Inference Time (ms/sample)=5.1462026.05 | 42,399.988 | 139.268 | 0.884 | |
| PhySenseParams (M)=5.59, GFLOPs=12.78, Inference Time (ms/sample)=118.122026.05 | 8,947,156.7 | 2,378.049 | -30.291 |