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ResearchFormerly WizWand

Time Series Forecasting on ACEA

-36.21Delta-CovCP-QRNN
-37.8264-26.9157-16.005-5.0943Oct 6, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CP-QRNNBase Predictor=ARIMA, alpha=0.152025.10-36.2114.5147.54
RESCQRBase Predictor=ARIMA, alpha=0.152025.10-34.8413.3944.95
RESCQRBase Predictor=Transf, alpha=0.152025.10-29.9710.9933.91
RESCQRBase Forecaster=ARIMA, Alpha=0.052025.10-23.8420.6767.04
RESCQRBase Forecaster=Transf, Alpha=0.052025.10-21.1316.2552.93
RESCQRBase Predictor=RNN, alpha=0.152025.10-20.513.2930.47
CP-QRNNBase Predictor=Transf, alpha=0.152025.10-17.5811.9829.59
CP-QRNNBase Forecaster=ARIMA, Alpha=0.052025.10-17.3625.2663.53
CP-QRNNBase Predictor=RNN, alpha=0.152025.10-16.1513.0928.71
RESCQRBase Forecaster=RNN, Alpha=0.052025.10-15.3218.1846.11
CP-QRNNBase Forecaster=Transf, Alpha=0.052025.10-10.7218.4441.67
CP-QRNNBase Forecaster=RNN, Alpha=0.052025.10-8.2919.8539.72
SCPBase Predictor=Transf, alpha=0.152025.10-5.7613.6625.63
HopCPTBase Predictor=ARIMA, alpha=0.152025.10-4.8130.8941.82
SCPBase Forecaster=Transf, Alpha=0.052025.10-3.4921.9934.43
HopCPTBase Predictor=Transf, alpha=0.152025.10-2.9815.2624.4
RESCPBase Forecaster=ARIMA, Alpha=0.052025.10-2.711.6818.01
SPCIBase Predictor=Transf, alpha=0.152025.10-2.587.3412.69
HopCPTBase Predictor=RNN, alpha=0.152025.10-2.4315.9324.51
HopCPTBase Forecaster=Transf, Alpha=0.052025.10-2.0422.832.54
HopCPTBase Forecaster=RNN, Alpha=0.052025.10-1.9223.232.48
HopCPTBase Forecaster=ARIMA, Alpha=0.052025.10-1.8739.7449.57
SPCIBase Predictor=RNN, alpha=0.152025.10-1.847.4212.33
SPCIBase Forecaster=Transf, Alpha=0.052025.10-1.7511.2218.84
SCPBase Predictor=RNN, alpha=0.152025.10-1.5516.3424.66
SCPBase Predictor=ARIMA, alpha=0.152025.10-1.2733.6843
SPCIBase Forecaster=RNN, Alpha=0.052025.10-1.211.1318.38
SCPBase Forecaster=RNN, Alpha=0.052025.10-0.8924.3132.57
NexCPBase Predictor=ARIMA, alpha=0.152025.10-0.7232.7240.68
NexCPBase Predictor=Transf, alpha=0.152025.10-0.5616.7324.52
NexCPBase Predictor=RNN, alpha=0.152025.10-0.4617.0724.15
NexCPBase Forecaster=RNN, Alpha=0.052025.10-0.2924.4831.23
NexCPBase Forecaster=Transf, Alpha=0.052025.10-0.2725.3432.01
NexCPBase Forecaster=ARIMA, Alpha=0.052025.10-0.2441.4248.69
SCPBase Forecaster=ARIMA, Alpha=0.052025.10-0.1343.6550.52
RESCPBase Forecaster=RNN, Alpha=0.052025.100.3211.916.31
SPCIBase Predictor=ARIMA, alpha=0.152025.100.3910.9215.51
SPCIBase Forecaster=ARIMA, Alpha=0.052025.100.9214.8621.83
RESCPBase Predictor=ARIMA, alpha=0.152025.101.168.3111.66
RESCPBase Forecaster=Transf, Alpha=0.052025.101.7212.6216.19
RESCPBase Predictor=RNN, alpha=0.152025.101.868.0611.14
RESCPBase Predictor=Transf, alpha=0.152025.104.28.5811.42