PDE Solving on Poisson-Gauss (test)
0.86Relative L1 ErrorDRIFT-NET
Evaluation Results
| Method | Links | |
|---|---|---|
| DRIFT-NETRollout=Closed-loop, Target Time=T*2025.09 | 0.86 | |
| scOTRollout=Closed-loop, Target Time=T*2025.09 | 0.87 | |
| TNO2026.06 | 1.03 | |
| TNO/HTNO (Best of ours)2026.06 | 1.03 | |
| FNORollout=Closed-loop, Target Time=T*2025.09 | 1.29 | |
| HTNO2026.06 | 1.3 | |
| GAOTofficial implementation=true, run_by=current_paper2026.06 | 1.39 | |
| U-NORollout=Closed-loop, Target Time=T*2025.09 | 1.76 | |
| U-Net-ConvNeXtRollout=Closed-loop, Target Time=T*2025.09 | 1.92 | |
| RIGNO-182026.06 | 2.26 | |
| FNO2026.06 | 2.27 | |
| RIGNO-122026.06 | 2.52 | |
| DSE2026.06 | 7.57 | |
| Geo-FNO2026.06 | 8.16 | |
| MGN2026.06 | 30.9 | |
| HOGNN2026.06 | 33.78 | |
| UPT2026.06 | 48.4 |