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[]
[null,null,"PEMS03",null,null,"PEMS04",null,null,"PEMS07",null,null,"PEMS08",null,null,"备注"]
["NO.","Baselines","MAE","RMSE","MAPE","MAE","RMSE","MAPE","MAE","RMSE","MAPE","MAE","RMSE","MAPE"]
[1,"HA",{"$nulls":12},"未实现"]
[2,"ARIMA",30.99,48.28,{"v":0.2866,"d":"28.66%"},39.7,59.12,{"v":0.2757,"d":"27.57%"},"/","/","/",32.51,48.5,{"v":0.1994,"d":"19.94%"},"偏高"]
[3,"VAR",{"$nulls":12},"未实现"]
[4,"FC-LSTM",{"$nulls":12},"未实现"]
[5,"TCN",29.51,45.79,{"v":0.2911,"d":"29.11%"},37.6,55.5,{"v":0.2681,"d":"26.81%"},42.6,62.19,{"v":0.2022,"d":"20.22%"},31.18,45.8,{"v":0.2064,"d":"20.64%"},"偏高"]
[6,"GRU-ED",{"$nulls":12},"未实现"]
[7,"DSANET",21.26,34.44,{"v":0.2118,"d":"21.18%"},27.77,43.89,{"v":0.1888,"d":"18.88%"},31.59,49.42,{"v":0.1393,"d":"13.93%"},22.38,35.48,{"v":0.1426,"d":"14.26%"},"合理"]
[8,"STGCN",17.41,29.31,{"v":0.1891,"d":"18.91%"},20.58,32.7,{"v":0.1475,"d":"14.75%"},23.17,36.73,{"v":0.1054,"d":"10.54%"},18.05,27.69,{"v":0.1367,"d":"13.67%"},"合理"]
[9,"DCRNN",39.62,64.18,{"v":0.6405,"d":"64.05%"},44.14,64.21,{"v":0.4459,"d":"44.59%"},52.78,82.99,{"v":0.4332,"d":"43.32%"},45.27,69.25,{"v":0.5285,"d":"52.85%"},"偏高"]
[10,"GraphWaveNet",14.68,25.86,{"v":0.1438,"d":"14.38%"},19.19,31.04,{"v":0.1306,"d":"13.06%"},{"v":20.4,"d":"20.40"},33.48,{"v":0.0873,"d":"8.73%"},14.83,23.86,{"v":0.1014,"d":"10.14%"},"偏低"]
[11,"STSGCN",18.41,30.77,{"v":0.1928,"d":"19.28%"},21.4,35.04,{"v":0.1428,"d":"14.28%"},24.47,38.96,{"v":0.1077,"d":"10.77%"},17.58,27.19,{"v":0.12,"d":"12.00%"},"合理"]
[12,"AGCRN",15.21,26.52,{"v":0.1471,"d":"14.71%"},19.28,31.35,{"v":0.1298,"d":"12.98%"},20.46,33.79,{"v":0.087,"d":"8.70%"},15.76,25.23,{"v":0.1025,"d":"10.25%"},"合理"]
[13,"STFGNN",17.29,29.56,{"v":0.1748,"d":"17.48%"},23.06,36.23,{"v":0.1552,"d":"15.52%"},24.67,38.93,{"v":0.1089,"d":"10.89%"},16.87,27.48,{"v":0.1116,"d":"11.16%"},"合理"]
[14,"STGODE",16.55,26.62,{"v":0.1758,"d":"17.58%"},22.55,35.05,{"v":0.1591,"d":"15.91%"},23.28,{"v":26.1852,"d":"26.19"},{"v":0.1097,"d":"10.97%"},17.22,26.66,{"v":0.1152,"d":"11.52%"},"合理"]
[15,"STG-NCDE",16.09,26.78,{"v":0.1658,"d":"16.58%"},19.82,31.71,{"v":0.1321,"d":"13.21%"},22.54,35.44,{"v":0.0985,"d":"9.85%"},15.85,25.05,{"v":0.1019,"d":"10.19%"},"合理"]
[16,"DDGCRN",14.51,24.83,{"v":0.1451,"d":"14.51%"},18.34,30.77,{"v":0.1217,"d":"12.17%"},19.68,{"v":33.4,"d":"33.40"},{"v":0.0823,"d":"8.23%"},14.39,23.75,{"v":0.0942,"d":"9.42%"},"偏低"]
[17,"TWDGCN",{"v":14.6508,"d":"14.65"},{"v":24.8404,"d":"24.84"},{"v":0.1466,"d":"14.66%"},{"v":18.5429,"d":"18.54"},{"v":30.5283,"d":"30.53"},{"v":0.1229,"d":"12.29%"},{"v":20.013,"d":"20.01"},{"v":33.6195,"d":"33.62"},{"v":0.085,"d":"8.50%"},{"v":14.6506,"d":"14.65"},{"v":24.1918,"d":"24.19"},{"v":0.0951,"d":"9.51%"},"偏高"]