Solving Darcy Flow on Darcy flow noisy inputs, sigma_x_max^2 = 0.001 (test)
0.0056Test ErrorFNO-WT
Evaluation results
| Method | Links | |
|---|---|---|
| FNO-WTParameters=2.37M, #Blocks=12023.11 | 0.0056 | |
| FNO-DEQParameters=2.37M, #Blocks=12023.11 | 0.0056 | |
| FNO++Parameters=7.71M, #Blocks=42023.11 | 0.0064 | |
| FNO++Parameters=4.15M, #Blocks=22023.11 | 0.0065 | |
| FNO++Parameters=2.37M, #Blocks=12023.11 | 0.0075 | |
| FNOParameters=2.37M, #Blocks=12023.11 | 0.0079 | |
| FNOParameters=4.15M, #Blocks=22023.11 | 0.0106 | |
| FNOParameters=7.71M, #Blocks=42023.11 | 0.2557 |