PDE Solving on CDR Equation (beta=5, nu=1, rho=1)
1,231.473Relative L2 ErrorMODE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MODEParam.(K)=0.6, Efficiency (1/L/kP)=0.086, Base Architecture=P2INN2026.03 | 1,231.473 | 1,829.304 | |
| OFTParam.(K)=3.7, Efficiency (1/L/kP)=0.021, Base Architecture=P2INN2026.03 | 1,317.554 | 1,918.768 | |
| (IA)3Param.(K)=0.6, Efficiency (1/L/kP)=0.093, Base Architecture=P2INN2026.03 | 1,801.412 | 2,694.247 | |
| FourierFTParam.(K)=1.3, Efficiency (1/L/kP)=0.042, Base Architecture=P2INN2026.03 | 1,851.466 | 2,628.094 | |
| SVDParam.(K)=0.6, Efficiency (1/L/kP)=0.084, Base Architecture=P2INN2026.03 | 1,977.733 | 2,909.224 | |
| EDoRAParam.(K)=0.6, Efficiency (1/L/kP)=0.080, Base Architecture=P2INN2026.03 | 2,072.972 | 2,771.866 | |
| LoRA-FAParam.(K)=1.3, Efficiency (1/L/kP)=0.037, Base Architecture=P2INN2026.03 | 2,077.755 | 2,763.556 | |
| DoRAParam.(K)=2.5, Efficiency (1/L/kP)=0.019, Base Architecture=P2INN2026.03 | 2,131.715 | 2,866.804 | |
| AdaLoRAParam.(K)=6.4, Efficiency (1/L/kP)=0.007, Base Architecture=P2INN2026.03 | 2,147.756 | 2,799.631 | |
| LoRAParam.(K)=2.3, Efficiency (1/L/kP)=0.020, Base Architecture=P2INN2026.03 | 2,158.287 | 3,087.989 | |
| SpectralParam.(K)=2.3, Efficiency (1/L/kP)=0.019, Base Architecture=P2INN2026.03 | 2,297.525 | 3,533.844 | |
| SHOFTParam.(K)=2.5, Efficiency (1/L/kP)=0.015, Base Architecture=P2INN2026.03 | 2,656.708 | 3,913.779 |