LibCity / Bigscity-LibCity

LibCity: An Open Library for Urban Spatial-temporal Data Mining
https://libcity.ai/
Apache License 2.0
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STSGCN实验结果 #402

Open zhoujiajie-z opened 4 months ago

zhoujiajie-z commented 4 months ago

在使用PEMSD4进行STSGCN实验时,得出的结果很差,MAE等数值非常大,选择的是average模式,请问我是指令出现了错误吗 输入的指令为:python run_model.py --task traffic_state_pred --model STSGCN --dataset PEMSD4 --gpu_id 1

Kazeya27 commented 4 months ago

参数是没有问题的,可以提供一些别的信息吗

zhoujiajie-z commented 3 months ago

1 42.449322 inf 4294.089844 65.529305 42.301456 0.490499 4237.257324 65.094215 0.827990 0.828200 2 42.794460 inf 4498.738770 67.072639 42.641479 0.475649 4435.363770 66.598526 0.819767 0.821981 3 43.057289 inf 4475.805176 66.901459 42.884789 0.476247 4415.407715 66.448532 0.820681 0.821155 4 43.248966 inf 4421.492188 66.494301 43.082691 0.461589 4353.379395 65.980141 0.822838 0.823864 5 43.665028 inf 4567.639160 67.584312 43.448811 0.496027 4500.414551 67.085129 0.817009 0.818473 6 44.065445 inf 4570.409180 67.604805 43.863903 0.491554 4497.889160 67.066307 0.816895 0.817069 7 44.611374 inf 4736.529297 68.822449 44.406525 0.498664 4670.591797 68.341728 0.810279 0.810280 8 45.086155 inf 4810.409180 69.357117 44.878792 0.497615 4742.878906 68.868561 0.807308 0.807343 9 45.453972 inf 4937.063965 70.264244 45.284546 0.502918 4877.696289 69.840508 0.802221 0.802240 10 48.280487 inf 5525.532227 74.333923 48.080097 0.586792 5467.903809 73.945274 0.778710 0.778805 11 47.880833 inf 5450.558594 73.827896 47.633385 0.527917 5374.683105 73.312233 0.781763 0.781763 12 47.427937 inf 5210.931641 72.186783 47.217602 0.527962 5138.762207 71.685158 0.791426 0.791883

这个是STSGCN的结果,这些数值感觉有点不对

sci-forthcoming commented 2 months ago

这数值太有问题了,我的也是。不知道那个方面出现了问题