Time Series Uncertainty Quantification on Solar (test)
-3.51Delta CoverageRESCQR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RESCQRBase Model=Transf, alpha=0.12025.10 | -3.51 | 59.56 | 82.16 | |
| RESCQRBase Model=ARIMA, alpha=0.12025.10 | -2.03 | 66.19 | 85.38 | |
| HopCPTBase Model=RNN, alpha=0.12025.10 | -1.64 | 60.49 | 112.46 | |
| RESCQRBase Model=RNN, alpha=0.12025.10 | -1.1 | 59.99 | 82.76 | |
| CP-QRNNBase Model=ARIMA, alpha=0.12025.10 | -0.41 | 59.17 | 77.34 | |
| CP-QRNNBase Model=RNN, alpha=0.12025.10 | -0.26 | 55.74 | 78.42 | |
| SPCIBase Model=Transf, alpha=0.12025.10 | -0.16 | 71.36 | 152.85 | |
| SPCIBase Model=RNN, alpha=0.12025.10 | 0.05 | 70.41 | 151.5 | |
| SCPBase Model=ARIMA, alpha=0.12025.10 | 0.16 | 124.19 | 215.77 | |
| SCPBase Model=Transf, alpha=0.12025.10 | 0.35 | 79.03 | 169.64 | |
| SCPBase Model=RNN, alpha=0.12025.10 | 0.37 | 79.15 | 171.41 | |
| SPCIBase Model=ARIMA, alpha=0.12025.10 | 0.51 | 91.71 | 148.86 | |
| RESCPBase Model=ARIMA, alpha=0.12025.10 | 0.68 | 77.17 | 110.38 | |
| RESCPBase Model=RNN, alpha=0.12025.10 | 0.74 | 62.25 | 104.24 | |
| HopCPTBase Model=Transf, alpha=0.12025.10 | 1.32 | 61.49 | 107.59 | |
| CP-QRNNBase Model=Transf, alpha=0.12025.10 | 1.37 | 55.7 | 77.61 | |
| NexCPBase Model=RNN, alpha=0.12025.10 | 1.46 | 89.56 | 164.96 | |
| NexCPBase Model=Transf, alpha=0.12025.10 | 1.46 | 89.21 | 163.34 | |
| NexCPBase Model=ARIMA, alpha=0.12025.10 | 1.76 | 137.53 | 207.58 | |
| HopCPTBase Model=ARIMA, alpha=0.12025.10 | 2.88 | 143.32 | 173.49 | |
| RESCPBase Model=Transf, alpha=0.12025.10 | 3.09 | 63.34 | 103.13 |