FNO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Operator Learning | FNO-ν 1e-3 | L2RE0.0018 | 25 | |
| Operator Learning | FNO-ν (1e-4) | L2RE0.0061 | 25 | |
| Operator Learning | FNO-ν 1e-5 | L2 Relative Error1.45 | 25 | |
| PDE Simulation | FNO V3 | L2RE (%)0.77 | 10 | |
| PDE Simulation | FNO V4 | L2 Relative Error (%)1.26 | 10 | |
| PDE Simulation | FNO V5 | L2RE (%)2.49 | 10 | |
| Long-trajectory rollout | FNO-1e-3 (test) | L2 Relative Error @ 20 steps0.0004 | 6 | |
| Navier-Stokes Simulation | FNO v1.0 (test) | L2 Relative Error (v=1e-5)0.0293 | 2 |
Showing 8 of 8 rows