Fluid Flow Prediction on Darcy Flow 700 train and 200 test examples official FNO (test)
6.32Relative L2 ErrorQuadNorm
Evaluation Results
| Method | Links | |
|---|---|---|
| QuadNormResolution=64^2, Scale gap=native2026.05 | 6.32 | |
| BlendQuadNorm, α = 0.1Resolution=64^2, Scale gap=native2026.05 | 6.45 | |
| BlendQuadNormResolution=64^2, Scale gap=native2026.05 | 6.47 | |
| QuadNormResolution=128^2, Scale gap=2x2026.05 | 6.5 | |
| QuadNormResolution=256^2, Scale gap=4x2026.05 | 6.64 | |
| LayerNormResolution=64^2, Scale gap=native2026.05 | 6.85 | |
| BlendQuadNormResolution=128^2, Scale gap=2x2026.05 | 7.19 | |
| BlendQuadNorm, α = 0.1Resolution=128^2, Scale gap=2x2026.05 | 7.22 | |
| LayerNormResolution=128^2, Scale gap=2x2026.05 | 7.45 | |
| NoneResolution=64^2, Scale gap=native2026.05 | 7.73 | |
| BlendQuadNormResolution=256^2, Scale gap=4x2026.05 | 7.95 | |
| BlendQuadNorm, α = 0.1Resolution=256^2, Scale gap=4x2026.05 | 8.01 | |
| LayerNormResolution=256^2, Scale gap=4x2026.05 | 8.09 | |
| NoneResolution=128^2, Scale gap=2x2026.05 | 8.32 | |
| NoneResolution=256^2, Scale gap=4x2026.05 | 8.92 |