Time Series Uncertainty Quantification on ACEA (test)
-29.35Delta-CovCP-QRNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CP-QRNNBase Model=ARIMA, alpha=0.12025.10 | -29.35 | 18.16 | 53.89 | |
| RESCQRBase Model=ARIMA, alpha=0.12025.10 | -27.1 | 17.39 | 48.49 | |
| RESCQRBase Model=Transf, alpha=0.12025.10 | -26.92 | 13.2 | 39.98 | |
| RESCQRBase Model=RNN, alpha=0.12025.10 | -18.86 | 15.23 | 34.61 | |
| CP-QRNNBase Model=Transf, alpha=0.12025.10 | -13.35 | 14.82 | 33.47 | |
| CP-QRNNBase Model=RNN, alpha=0.12025.10 | -12.37 | 15.86 | 32.61 | |
| SCPBase Model=Transf, alpha=0.12025.10 | -5.52 | 16.53 | 29.24 | |
| HopCPTBase Model=ARIMA, alpha=0.12025.10 | -3.58 | 34.84 | 44.69 | |
| HopCPTBase Model=Transf, alpha=0.12025.10 | -2.51 | 18.29 | 27.53 | |
| HopCPTBase Model=RNN, alpha=0.12025.10 | -2.18 | 18.9 | 27.56 | |
| SPCIBase Model=Transf, alpha=0.12025.10 | -1.41 | 9.1 | 14.58 | |
| SCPBase Model=RNN, alpha=0.12025.10 | -0.99 | 19.63 | 27.6 | |
| SPCIBase Model=RNN, alpha=0.12025.10 | -0.78 | 8.99 | 14.27 | |
| SCPBase Model=ARIMA, alpha=0.12025.10 | -0.75 | 38.13 | 45.99 | |
| NexCPBase Model=Transf, alpha=0.12025.10 | -0.45 | 20.2 | 27.47 | |
| NexCPBase Model=ARIMA, alpha=0.12025.10 | -0.4 | 36.08 | 43.7 | |
| NexCPBase Model=RNN, alpha=0.12025.10 | -0.33 | 20.15 | 26.83 | |
| SPCIBase Model=ARIMA, alpha=0.12025.10 | 1.41 | 12.46 | 17.36 | |
| RESCPBase Model=RNN, alpha=0.12025.10 | 1.56 | 9.61 | 12.91 | |
| RESCPBase Model=Transf, alpha=0.12025.10 | 3.54 | 10.1 | 12.9 | |
| RESCPBase Model=ARIMA, alpha=0.12025.10 | 5.02 | 13.63 | 16.21 |