Time Series Forecasting on ETTh1 (CRPS, NMAE)
0.258CRPSTimeGMM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeGMMPred len=962026.01 | 0.258 | 0.327 | |
| K2VAEPred len=962026.01 | 0.264 | 0.336 | |
| TimeGMMPred len=1922026.01 | 0.279 | 0.351 | |
| K2VAEPred len=1922026.01 | 0.29 | 0.372 | |
| TimeGMMPred len=3362026.01 | 0.292 | 0.365 | |
| K2VAEPred len=3362026.01 | 0.308 | 0.394 | |
| TimeGMMPred len=7202026.01 | 0.311 | 0.397 | |
| K2VAEPred len=7202026.01 | 0.314 | 0.396 | |
| GRU NVPPred len=962026.01 | 0.379 | 0.481 | |
| GRU NVPPred len=1922026.01 | 0.425 | 0.531 | |
| CSDIPred len=962026.01 | 0.437 | 0.557 | |
| CSDIPred len=3362026.01 | 0.454 | 0.574 | |
| TimeGradPred len=962026.01 | 0.455 | 0.585 | |
| GRU NVPPred len=3362026.01 | 0.458 | 0.58 | |
| CSDIPred len=1922026.01 | 0.496 | 0.625 | |
| GRU NVPPred len=7202026.01 | 0.502 | 0.643 | |
| TimeGradPred len=3362026.01 | 0.512 | 0.666 | |
| TimeGradPred len=1922026.01 | 0.516 | 0.68 | |
| TimeGradPred len=7202026.01 | 0.523 | 0.672 | |
| CSDIPred len=7202026.01 | 0.528 | 0.657 |