PDE Solving on CDR Equation (beta=1, nu=1, rho=1)
1,187.909Relative L2 ErrorMODE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MODEParam.(K)=0.6, Efficiency (1/L/kP)=0.088, Base Architecture=P2INN2026.03 | 1,187.909 | 1,764.924 | |
| OFTParam.(K)=3.7, Efficiency (1/L/kP)=0.021, Base Architecture=P2INN2026.03 | 1,272.062 | 1,919.909 | |
| FourierFTParam.(K)=1.3, Efficiency (1/L/kP)=0.044, Base Architecture=P2INN2026.03 | 1,752.915 | 2,623.936 | |
| (IA)3Param.(K)=0.6, Efficiency (1/L/kP)=0.089, Base Architecture=P2INN2026.03 | 1,867.738 | 2,871.68 | |
| LoRA-FAParam.(K)=1.3, Efficiency (1/L/kP)=0.040, Base Architecture=P2INN2026.03 | 1,926.632 | 2,954.389 | |
| SVDParam.(K)=0.6, Efficiency (1/L/kP)=0.082, Base Architecture=P2INN2026.03 | 2,033.965 | 2,911.166 | |
| EDoRAParam.(K)=0.6, Efficiency (1/L/kP)=0.081, Base Architecture=P2INN2026.03 | 2,063.952 | 2,771.9 | |
| AdaLoRAParam.(K)=6.4, Efficiency (1/L/kP)=0.008, Base Architecture=P2INN2026.03 | 2,076.639 | 3,287.578 | |
| LoRAParam.(K)=2.3, Efficiency (1/L/kP)=0.021, Base Architecture=P2INN2026.03 | 2,093.22 | 2,765.794 | |
| DoRAParam.(K)=2.5, Efficiency (1/L/kP)=0.018, Base Architecture=P2INN2026.03 | 2,184.316 | 3,142.016 | |
| SpectralParam.(K)=2.3, Efficiency (1/L/kP)=0.018, Base Architecture=P2INN2026.03 | 2,402.664 | 3,275.106 | |
| SHOFTParam.(K)=2.5, Efficiency (1/L/kP)=0.014, Base Architecture=P2INN2026.03 | 2,871.991 | 3,913.555 |