Time Series Forecasting on Weather (CRPS, NMAE)
0.053CRPSTimeGMM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeGMMPred len=962026.01 | 0.053 | 0.064 | |
| TimeGMMPred len=1922026.01 | 0.059 | 0.071 | |
| TimeGMMPred len=3362026.01 | 0.059 | 0.072 | |
| TimeGMMPred len=7202026.01 | 0.064 | 0.078 | |
| CSDIPred len=962026.01 | 0.068 | 0.087 | |
| CSDIPred len=1922026.01 | 0.068 | 0.086 | |
| K2VAEPred len=1922026.01 | 0.079 | 0.083 | |
| K2VAEPred len=962026.01 | 0.08 | 0.086 | |
| K2VAEPred len=3362026.01 | 0.082 | 0.093 | |
| CSDIPred len=3362026.01 | 0.083 | 0.098 | |
| K2VAEPred len=7202026.01 | 0.084 | 0.099 | |
| CSDIPred len=7202026.01 | 0.087 | 0.102 | |
| GRU NVPPred len=7202026.01 | 0.11 | 0.135 | |
| TimeGradPred len=7202026.01 | 0.113 | 0.136 | |
| GRU NVPPred len=962026.01 | 0.116 | 0.145 | |
| GRU NVPPred len=1922026.01 | 0.122 | 0.147 | |
| TimeGradPred len=1922026.01 | 0.127 | 0.158 | |
| GRU NVPPred len=3362026.01 | 0.128 | 0.16 | |
| TimeGradPred len=962026.01 | 0.13 | 0.164 | |
| TimeGradPred len=3362026.01 | 0.13 | 0.162 |