PDE Solving on CDR Equation (beta=3, nu=1, rho=1)
1,211.447Relative L2 ErrorMODE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MODEParam.(K)=0.6, Efficiency (1/L/kP)=0.087, Base Architecture=P2INN2026.03 | 1,211.447 | 1,760.223 | |
| OFTParam.(K)=3.7, Efficiency (1/L/kP)=0.022, Base Architecture=P2INN2026.03 | 1,258.462 | 1,859.519 | |
| FourierFTParam.(K)=1.3, Efficiency (1/L/kP)=0.043, Base Architecture=P2INN2026.03 | 1,798.62 | 2,348.563 | |
| (IA)3Param.(K)=0.6, Efficiency (1/L/kP)=0.089, Base Architecture=P2INN2026.03 | 1,869.969 | 2,845.68 | |
| LoRA-FAParam.(K)=1.3, Efficiency (1/L/kP)=0.039, Base Architecture=P2INN2026.03 | 1,983.885 | 2,617.229 | |
| LoRAParam.(K)=2.3, Efficiency (1/L/kP)=0.021, Base Architecture=P2INN2026.03 | 2,036.723 | 2,828.686 | |
| AdaLoRAParam.(K)=6.4, Efficiency (1/L/kP)=0.007, Base Architecture=P2INN2026.03 | 2,089.5 | 3,177.206 | |
| DoRAParam.(K)=2.5, Efficiency (1/L/kP)=0.019, Base Architecture=P2INN2026.03 | 2,102.341 | 3,063.057 | |
| SVDParam.(K)=0.6, Efficiency (1/L/kP)=0.079, Base Architecture=P2INN2026.03 | 2,114.806 | 3,368.754 | |
| EDoRAParam.(K)=0.6, Efficiency (1/L/kP)=0.077, Base Architecture=P2INN2026.03 | 2,157.31 | 3,010.678 | |
| SpectralParam.(K)=2.3, Efficiency (1/L/kP)=0.019, Base Architecture=P2INN2026.03 | 2,302.725 | 3,302.424 | |
| SHOFTParam.(K)=2.5, Efficiency (1/L/kP)=0.014, Base Architecture=P2INN2026.03 | 2,843.954 | 4,449.424 |