预训练长短时空交错Transformer在交通流预测中的应用
马莉,王永顺,胡瑶,范磊

Pre-trained long-short spatiotemporal interleaved Transformer for traffic flow prediction applications
Li MA,Yongshun WANG,Yao HU,Lei FAN
表 3 所提模型的模块消融实验
Tab.3 Modular ablation experiments for proposed model
模块PEMS04数据集PEMS08数据集
MAERMSEMAPE/%MAERMSEMAPE/%
基准组件28.646244.03820.208322.792435.04910.1487
STSLT20.294032.95380.136117.622727.87390.1072
PLST+TSI19.769129.80480.125419.769137.50020.1399
PLSSIFormer18.115629.51410.122214.359423.37370.0940