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ResearchFormerly WizWand

Time Series Uncertainty Quantification on ACEA (test)

-29.35Delta-CovCP-QRNN
-30.7248-21.4449-12.165-2.8851Oct 6, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CP-QRNNBase Model=ARIMA, alpha=0.12025.10-29.3518.1653.89
RESCQRBase Model=ARIMA, alpha=0.12025.10-27.117.3948.49
RESCQRBase Model=Transf, alpha=0.12025.10-26.9213.239.98
RESCQRBase Model=RNN, alpha=0.12025.10-18.8615.2334.61
CP-QRNNBase Model=Transf, alpha=0.12025.10-13.3514.8233.47
CP-QRNNBase Model=RNN, alpha=0.12025.10-12.3715.8632.61
SCPBase Model=Transf, alpha=0.12025.10-5.5216.5329.24
HopCPTBase Model=ARIMA, alpha=0.12025.10-3.5834.8444.69
HopCPTBase Model=Transf, alpha=0.12025.10-2.5118.2927.53
HopCPTBase Model=RNN, alpha=0.12025.10-2.1818.927.56
SPCIBase Model=Transf, alpha=0.12025.10-1.419.114.58
SCPBase Model=RNN, alpha=0.12025.10-0.9919.6327.6
SPCIBase Model=RNN, alpha=0.12025.10-0.788.9914.27
SCPBase Model=ARIMA, alpha=0.12025.10-0.7538.1345.99
NexCPBase Model=Transf, alpha=0.12025.10-0.4520.227.47
NexCPBase Model=ARIMA, alpha=0.12025.10-0.436.0843.7
NexCPBase Model=RNN, alpha=0.12025.10-0.3320.1526.83
SPCIBase Model=ARIMA, alpha=0.12025.101.4112.4617.36
RESCPBase Model=RNN, alpha=0.12025.101.569.6112.91
RESCPBase Model=Transf, alpha=0.12025.103.5410.112.9
RESCPBase Model=ARIMA, alpha=0.12025.105.0213.6316.21