Time Series Uncertainty Quantification on Beijing (test)
-8.05Delta-CovHopCPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HopCPTBase Model=Transf, alpha=0.12025.10 | -8.05 | 61.76 | 140.3 | |
| HopCPTBase Model=RNN, alpha=0.12025.10 | -5.18 | 68.47 | 140.5 | |
| CP-QRNNBase Model=RNN, alpha=0.12025.10 | -1.86 | 61.71 | 104.03 | |
| SPCIBase Model=RNN, alpha=0.12025.10 | -1.73 | 67.93 | 124.51 | |
| CP-QRNNBase Model=ARIMA, alpha=0.12025.10 | -1.54 | 61.8 | 101.84 | |
| RESCQRBase Model=Transf, alpha=0.12025.10 | -1.43 | 64.41 | 105.97 | |
| RESCQRBase Model=ARIMA, alpha=0.12025.10 | -1.42 | 66.01 | 107.2 | |
| HopCPTBase Model=ARIMA, alpha=0.12025.10 | -1.37 | 67.78 | 122.48 | |
| RESCQRBase Model=RNN, alpha=0.12025.10 | -1.21 | 65.53 | 105.43 | |
| CP-QRNNBase Model=Transf, alpha=0.12025.10 | -1.07 | 62.41 | 102.81 | |
| SPCIBase Model=Transf, alpha=0.12025.10 | -0.98 | 69.96 | 125.41 | |
| RESCPBase Model=RNN, alpha=0.12025.10 | -0.7 | 65.96 | 106.07 | |
| RESCPBase Model=Transf, alpha=0.12025.10 | -0.49 | 64.06 | 103.64 | |
| SCPBase Model=Transf, alpha=0.12025.10 | -0.41 | 67.46 | 126.63 | |
| SCPBase Model=RNN, alpha=0.12025.10 | -0.32 | 67.99 | 126.41 | |
| SCPBase Model=ARIMA, alpha=0.12025.10 | -0.24 | 75.72 | 135.07 | |
| SPCIBase Model=ARIMA, alpha=0.12025.10 | -0.23 | 74.68 | 130.59 | |
| NexCPBase Model=ARIMA, alpha=0.12025.10 | -0.16 | 76.45 | 132.03 | |
| NexCPBase Model=RNN, alpha=0.12025.10 | 0 | 69.79 | 124.1 | |
| NexCPBase Model=Transf, alpha=0.12025.10 | 0.03 | 69.64 | 124.35 | |
| RESCPBase Model=ARIMA, alpha=0.12025.10 | 0.63 | 70.43 | 108.75 |