Generative Reconstruction on Advection-diffusion equation with source term 128x128 (test)
0.23Inference Time (s)EnKF (Enc)
Evaluation Results
| Method | Links | |
|---|---|---|
| EnKF (Enc)2026.04 | 0.23 | |
| 3D-Var (Enc)2026.04 | 0.92 | |
| PINNParameters=587572026.04 | 1.68 | |
| EnKF (MAP)2026.04 | 3.15 | |
| 3D-Var (MAP)2026.04 | 3.84 | |
| LatentPDE-EncParameters=9.62M2026.04 | 33.12 | |
| LatentPDE-MAPParameters=7.06M2026.04 | 78.65 | |
| FunDPSParameters=184.6M2026.04 | 91.21 |