Multivariate Time-series Forecasting on SML
0.55MSECoST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CoSTepochs=200, seeds=32026.06 | 0.55 | 0.51 | |
| TRepepochs=200, seeds=32026.06 | 0.6 | 0.54 | |
| SoftCLTepochs=200, seeds=32026.06 | 0.62 | 0.55 | |
| TS2Vecepochs=200, seeds=32026.06 | 0.63 | 0.56 | |
| CF-JEPAepochs=200, seeds=32026.06 | 0.64 | 0.56 | |
| TimesURLepochs=200, seeds=32026.06 | 0.66 | 0.57 | |
| AutoTCLepochs=200, seeds=32026.06 | 0.68 | 0.57 | |
| InfoTSepochs=200, seeds=32026.06 | 0.71 | 0.59 | |
| FEIepochs=200, seeds=32026.06 | 0.92 | 0.69 | |
| TS-JEPAepochs=200, seeds=32026.06 | 1.04 | 0.77 |