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Benchmarks
Traffic flow prediction on NYTaxi
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12.36
Mean Absolute Error
PDFormer
12.3224
12.5762
12.83
13.0838
Jan 29, 2024
Mean Absolute Error
Root Mean Square Error
Mean Absolute Percentage Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Absolute Error
Root Mean Square Error
Mean Absolute Percentage Error
PDFormer
2024.01
12.36
20.18
12.79
Cy2Mixer
Cycle block=included
2024.01
12.59
20.45
13.03
STAEFormer
2024.01
12.61
20.53
12.96
Cy2Mixer
Cycle block=excluded
2024.01
12.61
20.53
13.06
ASTGNN
2024.01
12.98
21.19
13.65
GMAN
2024.01
13.27
21.66
13.89
STGNCDE
2024.01
13.28
21.68
13.93
GWNET
2024.01
13.3
21.71
13.94
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