Time-series prediction on Lorenz system
0.2454RMSEGLMY Optimized
Evaluation Results
| Method | Links | |
|---|---|---|
| GLMY OptimizedInitialization approach=Small-world2025.09 | 0.2454 | |
| GLMY OptimizedInitialization approach=Random2025.09 | 0.2474 | |
| GLMY OptimizedInitialization approach=Scale-free2025.09 | 0.2489 | |
| Random RewiringInitialization approach=Scale-free2025.09 | 0.3919 | |
| Random RewiringInitialization approach=Small-world2025.09 | 0.4393 | |
| OriginInitialization approach=Scale-free2025.09 | 0.8555 | |
| OriginInitialization approach=Small-world2025.09 | 0.9786 | |
| OriginInitialization approach=Random2025.09 | 1.0598 | |
| Random RewiringInitialization approach=Random2025.09 | 1.0706 | |
| PIDM-DPObservation Density=10%, Number of Trials=102026.05 | 2.1904 | |
| GRU-ODEObservation Density=10%, Number of Trials=102026.05 | 2.3528 | |
| CSDIObservation Density=10%, Number of Trials=102026.05 | 85.0585 | |
| ESNObservation Density=10%, Number of Trials=102026.05 | 112.9346 |