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Traffic Forecasting on TaxiBJ (test)

14.3MAE

PredFormer (Binary-ST)

Updated 4d ago

Evaluation Results

Method	Links
PredFormer (Binary-ST) 2024.10		14.3	-	0.986	0.277
PredFormer (Triplet-STS) 2024.10		14.3	-	0.986	0.277
PredFormer (Fac-T-S) 2024.10		14.4	-	0.985	0.283
PredFormer (Quadruplet-TSST) 2024.10		14.4	-	0.986	0.284
PredFormer (Full Attention) 2024.10		14.6	-	0.985	0.316
PredFormer (Binary-TS) 2024.10		14.6	-	0.985	0.286
PredFormer (Quadruplet-STTS) 2024.10		14.6	-	0.985	0.293
PredFormer (Triplet-TST) 2024.10		14.7	-	0.985	0.293
SwinLSTM 2024.10		15	-	0.984	0.303
OpenSTL_Swin 2024.10		15.1	-	0.985	0.313
OpenSTL_ViT 2024.10		15.2	-	0.984	0.317
PredFormer (Fac-S-T) 2024.10		15.2	-	0.984	0.32
PhyDNet 2024.10		15.5	-	0.983	0.362
PredRNNv2 2024.10		15.5	-	0.983	0.383
SimVPv2 2022.11		15.6	34.8	0.984	-
TAU 2024.10		15.6	-	0.983	0.344
PhyDNet 2022.11		16.2	41.9	0.982	-
SimVP 2022.11		16.2	41.4	0.982	-
SimVP 2024.10		16.2	-	0.982	0.414
MIM 2022.11		16.6	42.9	0.971	-
MIM 2024.10		16.6	-	0.971	0.429
PredRNN++ 2022.11		16.9	44.8	0.977	-
E3D-LSTM 2022.11		16.9	43.2	0.979	-
PredRNN 2024.10		16.9	-	0.977	0.464
PredRNN++ 2024.10		16.9	-	0.971	0.448
E3D-LSTM 2024.10		16.9	-	0.979	0.432
PredRNN 2022.11		17.1	46.4	0.971	-
ConvLSTM 2022.11		17.7	48.5	0.978	-
ConvLSTM 2024.10		17.7	-	0.978	0.485