TrafficWheel/Result.md

NO.	Baselines	PEMS03 MAE	PEMS03 RMSE	PEMS03 MAPE	PEMS04 MAE	PEMS04 RMSE	PEMS04 MAPE	PEMS07 MAE	PEMS07 RMSE	PEMS07 MAPE	PEMS08 MAE	PEMS08 RMSE	PEMS08 MAPE	备注
1	HA													未实现
2	ARIMA	30.99	48.28	28.66%	39.7	59.12	27.57%	/	/	/	32.51	48.5	19.94%	偏高
3	VAR													未实现
4	FC-LSTM													未实现
5	TCN	29.51	45.79	29.11%	37.6	55.5	26.81%	42.6	62.19	20.22%	31.18	45.8	20.64%	偏高
6	GRU-ED													未实现
7	DSANET	21.26	34.44	21.18%	27.77	43.89	18.88%	31.59	49.42	13.93%	22.38	35.48	14.26%	合理
8	STGCN	17.41	29.31	18.91%	20.58	32.7	14.75%	23.17	36.73	10.54%	18.05	27.69	13.67%	合理
9	DCRNN	39.62	64.18	64.05%	44.14	64.21	44.59%	52.78	82.99	43.32%	45.27	69.25	52.85%	偏高
10	GraphWaveNet	14.68	25.86	14.38%	19.19	31.04	13.06%	20.40	33.48	8.73%	14.83	23.86	10.14%	偏低
11	STSGCN	18.41	30.77	19.28%	21.4	35.04	14.28%	24.47	38.96	10.77%	17.58	27.19	12.00%	合理
12	AGCRN	15.21	26.52	14.71%	19.28	31.35	12.98%	20.46	33.79	8.70%	15.76	25.23	10.25%	合理
13	STFGNN	17.29	29.56	17.48%	23.06	36.23	15.52%	24.67	38.93	10.89%	16.87	27.48	11.16%	合理
14	STGODE	16.55	26.62	17.58%	22.55	35.05	15.91%	23.28	26.19	10.97%	17.22	26.66	11.52%	合理
15	STG-NCDE	16.09	26.78	16.58%	19.82	31.71	13.21%	22.54	35.44	9.85%	15.85	25.05	10.19%	合理
16	DDGCRN	14.51	24.83	14.51%	18.34	30.77	12.17%	19.68	33.40	8.23%	14.39	23.75	9.42%	偏低
17	TWDGCN	14.65	24.84	14.66%	18.54	30.53	12.29%	20.01	33.62	8.50%	14.65	24.19	9.51%	偏高