模型

Window0

Window1

Window2

Window3

Window4

Window5

Window6

Window7

平均

MLP

0.3443

0.3558

0.3517

0.3818

0.3872

0.3638

0.3513

0.3411

0.3596

CNN

0.3622

0.3502

0.3396

0.3917

0.3839

0.3547

0.3564

0.3672

0.3632

RNN

0.3669

0.3813

0.3618

0.3965

0.3813

0.3662

0.3672

0.3527

0.3717

LSTM

0.3906

0.3638

0.3812

0.4015

0.4012

0.3923

0.3987

0.3664

0.3869

GRU

0.3959

0.3614

0.3701

0.4166

0.4052

0.3943

0.3769

0.3734

0.3867

TCN

0.4011

0.3712

0.3801

0.4212

0.4114

0.4249

0.3895

0.3667

0.3957

GCN

0.3712

0.3688

0.3742

0.3929

0.3984

0.4023

0.3752

0.3891

0.3840

L-GCN

0.3863

0.4073

0.4154

0.4163

0.4287

0.4064

0.3989

0.3861

0.4056

G-GCN

0.3817

0.3953

0.4021

0.4136

0.4238

0.4126

0.3919

0.4186

0.4049

T-GCN

0.4181

0.4267

0.4126

0.4285

0.4397

0.4274

0.4125

0.4168

0.4239