Probabilistic Time Series Forecasting on ETTm1 Irregular (test)
0.29Avg NCRPSNCDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NCDEsampling=irregular2026.02 | 0.29 | 0.003 | |
| UFOsampling=irregular2026.02 | 0.294 | 0.003 | |
| K^2VAEsampling=irregular2026.02 | 0.31 | 0.005 | |
| NCDE++sampling=irregular2026.02 | 0.326 | 0.004 | |
| LaSTsampling=irregular2026.02 | 0.404 | 0.003 | |
| PatchTSTsampling=irregular2026.02 | 0.457 | 0.046 | |
| TSDiffsampling=irregular2026.02 | 0.46 | 0.052 | |
| Latent ODEsampling=irregular2026.02 | 0.522 | 0.015 | |
| SLiCEsampling=irregular2026.02 | 0.529 | 0.008 | |
| TFMsampling=irregular2026.02 | 0.578 | 0.042 | |
| DeepARsampling=irregular2026.02 | 0.619 | 0.135 |