PDE Solving on Darcy flow noisy observations, sigma_max^2 = 0.001
0.0109Test ErrorFNO++
Evaluation results
| Method | Links | |
|---|---|---|
| FNO++Parameters=7.71M, #Blocks=42023.11 | 0.0109 | |
| FNO-WTParameters=2.37M, #Blocks=12023.11 | 0.0112 | |
| FNO-DEQParameters=2.37M, #Blocks=12023.11 | 0.0112 | |
| S-FNO-WTParameters=1.19M, #Blocks=0.332023.11 | 0.0112 | |
| FNO++Parameters=4.15M, #Blocks=22023.11 | 0.0117 | |
| FNOParameters=2.37M, #Blocks=12023.11 | 0.0125 | |
| FNOParameters=4.15M, #Blocks=22023.11 | 0.0136 | |
| S-FNO-DEQParameters=1.19M, #Blocks=0.332023.11 | 0.0136 | |
| FNO++Parameters=2.37M, #Blocks=12023.11 | 0.0145 | |
| S-FNO++Parameters=1.78M, #Blocks=0.662023.11 | 0.0402 | |
| FNOParameters=7.71M, #Blocks=42023.11 | 0.2617 |