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ResearchFormerly WizWand

Time Series Forecasting on Beijing

-3.08Delta-CovHopCPT
-3.2328-2.2014-1.17-0.1386Oct 6, 2025
Updated 8mo ago

Evaluation results

MethodLinks
HopCPTBase Predictor=ARIMA, alpha=0.152025.10-3.0853.46107.5
RESCQRBase Predictor=ARIMA, alpha=0.152025.10-2.0751.6490.85
CP-QRNNBase Predictor=ARIMA, alpha=0.152025.10-2.0450.5886.46
RESCQRBase Predictor=Transf, alpha=0.152025.10-1.6852.9890.97
SPCIBase Forecaster=RNN, Alpha=0.052025.10-1.3897.22167.81
CP-QRNNBase Predictor=Transf, alpha=0.152025.10-1.3250.6787.71
CP-QRNNBase Predictor=RNN, alpha=0.152025.10-1.3151.2187.49
CP-QRNNBase Forecaster=ARIMA, Alpha=0.052025.10-1.381.64128.63
SPCIBase Forecaster=Transf, Alpha=0.052025.10-1.2795.82167.34
HopCPTBase Forecaster=ARIMA, Alpha=0.052025.10-1.294.47168.88
RESCQRBase Forecaster=ARIMA, Alpha=0.052025.10-1.1385.17136.63
HopCPTBase Forecaster=RNN, Alpha=0.052025.10-1.06112.1183.15
RESCQRBase Forecaster=Transf, Alpha=0.052025.10-1.0587.66137.8
RESCPBase Predictor=RNN, alpha=0.152025.10-0.9852.2186.72
SPCIBase Predictor=RNN, alpha=0.152025.10-0.9455.46103.43
RESCPBase Predictor=Transf, alpha=0.152025.10-0.7550.3184.47
SPCIBase Predictor=Transf, alpha=0.152025.10-0.6954.51102.74
RESCPBase Forecaster=RNN, Alpha=0.052025.10-0.686.14124.24
RESCQRBase Forecaster=RNN, Alpha=0.052025.10-0.5887.5136.65
SPCIBase Forecaster=ARIMA, Alpha=0.052025.10-0.53104.81175.14
RESCPBase Forecaster=Transf, Alpha=0.052025.10-0.5282.11119.46
SCPBase Predictor=RNN, alpha=0.152025.10-0.4852.93104.56
HopCPTBase Forecaster=Transf, Alpha=0.052025.10-0.46100.94167.9
SCPBase Predictor=Transf, alpha=0.152025.10-0.4652.42104.6
HopCPTBase Predictor=Transf, alpha=0.152025.10-0.4555.14103.53
CP-QRNNBase Forecaster=Transf, Alpha=0.052025.10-0.4384.24131.27
CP-QRNNBase Forecaster=RNN, Alpha=0.052025.10-0.3684.51130.62
RESCPBase Predictor=ARIMA, alpha=0.152025.10-0.3254.799.59
RESCPBase Forecaster=ARIMA, Alpha=0.052025.10-0.2994.54154.79
SCPBase Forecaster=Transf, Alpha=0.052025.10-0.2797.75171.09
RESCQRBase Predictor=RNN, alpha=0.152025.10-0.2654.5890.42
SCPBase Predictor=ARIMA, alpha=0.152025.10-0.2560.29112.79
SCPBase Forecaster=ARIMA, Alpha=0.052025.10-0.23106.81180.18
SCPBase Forecaster=RNN, Alpha=0.052025.10-0.1898.51170.36
NexCPBase Forecaster=ARIMA, Alpha=0.052025.10-0.14107.73174.82
NexCPBase Predictor=ARIMA, alpha=0.152025.10-0.0960.73110.66
NexCPBase Forecaster=Transf, Alpha=0.052025.10-0.03100.17166.74
NexCPBase Forecaster=RNN, Alpha=0.052025.10-0.01100.48166.04
NexCPBase Predictor=RNN, alpha=0.152025.100.155.07103.16
NexCPBase Predictor=Transf, alpha=0.152025.100.1154.64103.21
HopCPTBase Predictor=RNN, alpha=0.152025.100.5667.6112.44
SPCIBase Predictor=ARIMA, alpha=0.152025.100.7460.45108.16