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ResearchFormerly WizWand

Time Series Uncertainty Quantification on Beijing (test)

-8.05Delta-CovHopCPT
-8.3972-6.0536-3.71-1.3664Oct 6, 2025
Updated 8mo ago

Evaluation results

MethodLinks
HopCPTBase Model=Transf, alpha=0.12025.10-8.0561.76140.3
HopCPTBase Model=RNN, alpha=0.12025.10-5.1868.47140.5
CP-QRNNBase Model=RNN, alpha=0.12025.10-1.8661.71104.03
SPCIBase Model=RNN, alpha=0.12025.10-1.7367.93124.51
CP-QRNNBase Model=ARIMA, alpha=0.12025.10-1.5461.8101.84
RESCQRBase Model=Transf, alpha=0.12025.10-1.4364.41105.97
RESCQRBase Model=ARIMA, alpha=0.12025.10-1.4266.01107.2
HopCPTBase Model=ARIMA, alpha=0.12025.10-1.3767.78122.48
RESCQRBase Model=RNN, alpha=0.12025.10-1.2165.53105.43
CP-QRNNBase Model=Transf, alpha=0.12025.10-1.0762.41102.81
SPCIBase Model=Transf, alpha=0.12025.10-0.9869.96125.41
RESCPBase Model=RNN, alpha=0.12025.10-0.765.96106.07
RESCPBase Model=Transf, alpha=0.12025.10-0.4964.06103.64
SCPBase Model=Transf, alpha=0.12025.10-0.4167.46126.63
SCPBase Model=RNN, alpha=0.12025.10-0.3267.99126.41
SCPBase Model=ARIMA, alpha=0.12025.10-0.2475.72135.07
SPCIBase Model=ARIMA, alpha=0.12025.10-0.2374.68130.59
NexCPBase Model=ARIMA, alpha=0.12025.10-0.1676.45132.03
NexCPBase Model=RNN, alpha=0.12025.10069.79124.1
NexCPBase Model=Transf, alpha=0.12025.100.0369.64124.35
RESCPBase Model=ARIMA, alpha=0.12025.100.6370.43108.75