Time Series Forecasting on ETTm1 (CRPS, NMAE)
0.206CRPSTimeGMM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeGMMPred len=962026.01 | 0.206 | 0.267 | |
| TimeGMMPred len=1922026.01 | 0.227 | 0.296 | |
| K2VAEPred len=962026.01 | 0.232 | 0.284 | |
| CSDIPred len=962026.01 | 0.236 | 0.308 | |
| TimeGMMPred len=3362026.01 | 0.245 | 0.321 | |
| K2VAEPred len=1922026.01 | 0.259 | 0.323 | |
| K2VAEPred len=3362026.01 | 0.262 | 0.33 | |
| TimeGMMPred len=7202026.01 | 0.273 | 0.359 | |
| CSDIPred len=1922026.01 | 0.291 | 0.377 | |
| K2VAEPred len=7202026.01 | 0.294 | 0.373 | |
| CSDIPred len=3362026.01 | 0.322 | 0.419 | |
| GRU NVPPred len=962026.01 | 0.383 | 0.488 | |
| GRU NVPPred len=1922026.01 | 0.396 | 0.514 | |
| CSDIPred len=7202026.01 | 0.448 | 0.578 | |
| GRU NVPPred len=3362026.01 | 0.486 | 0.63 | |
| TimeGradPred len=962026.01 | 0.522 | 0.645 | |
| GRU NVPPred len=7202026.01 | 0.546 | 0.707 | |
| TimeGradPred len=3362026.01 | 0.601 | 0.759 | |
| TimeGradPred len=1922026.01 | 0.603 | 0.748 | |
| TimeGradPred len=7202026.01 | 0.621 | 0.793 |