Long-term Time-Series Forecasting on Sinewave (SIN) synthetic (test)
0MSEN-HITS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| N-HITSL=12023.09 | 0 | 0 | |
| N-HITSL=22023.09 | 0 | 0 | |
| N-HITSL=82023.09 | 0 | 0 | |
| N-HITSL=962023.09 | 0 | 0 | |
| SPACETIMEL=12023.09 | 0 | 0.8 | |
| SPACETIMEL=22023.09 | 0 | 0.6 | |
| SPACETIMEL=82023.09 | 0 | 0.4 | |
| SPACETIMEL=962023.09 | 0 | 0.9 | |
| LATENT NLINEARL=22023.09 | 0 | 0.2 | |
| LATENT NLINEARL=82023.09 | 0 | 0 | |
| LATENT NLINEARL=962023.09 | 0 | 0 | |
| NLINEARL=82023.09 | 0 | 0 | |
| NLINEARL=962023.09 | 0 | 0 | |
| PATCHTL=82023.09 | 0 | 1.2 | |
| LATENT NLINEARL=12023.09 | 0.1 | 1.8 | |
| PATCHTL=962023.09 | 0.1 | 1.5 | |
| NLINEARL=22023.09 | 1.8 | 10.2 | |
| DEEPAR CLL=82023.09 | 3 | 13.3 | |
| DEEPAR CLL=962023.09 | 3.7 | 14.9 | |
| NLINEARL=12023.09 | 33.2 | 44.1 | |
| DEEPAR CLL=22023.09 | 53.6 | 63.4 | |
| DEEPAR CLL=12023.09 | 69 | 70.1 | |
| LSTML=962023.09 | 77 | 63.1 | |
| LSTML=22023.09 | 79.9 | 66.7 | |
| LSTML=82023.09 | 85.2 | 70.1 | |
| LSTML=12023.09 | 87.5 | 71.2 | |
| DEEPAR VANILLAL=12023.09 | 98.3 | 79.9 | |
| NEURAL ODEL=12023.09 | 98.8 | 80.3 | |
| DEEPAR VANILLAL=22023.09 | 98.9 | 80.2 | |
| NEURAL ODEL=22023.09 | 98.9 | 80.3 | |
| DEEPAR VANILLAL=82023.09 | 99 | 80.4 | |
| DEEPAR VANILLAL=962023.09 | 99.6 | 81 | |
| NEURAL ODEL=82023.09 | 99.7 | 81 | |
| NEURAL ODEL=962023.09 | 100.5 | 81.4 | |
| PATCHTL=12023.09 | 607.1 | 188.2 | |
| PATCHTL=22023.09 | 1,071.7 | 253.1 |