Spatio-temporal forecasting on NYC Taxi (test) benchmark leaderboard · SOTA2 Research

Spatio-temporal forecasting on NYC Taxi (test)

4.9MAEMTGNN

Evaluation Results

Method	Links
MTGNN2023.11		4.9	8.55	34.97
STFGNN2023.11		4.97	8.69	36.37
STSGCN2023.11		5	8.77	36.28
STWA2023.11		5.06	8.82	36.63
GWN*2023.11		5.07	8.82	34.97
CCRNN2023.11		5.08	9.47	37.04
STGCN2023.11		5.09	10.05	35.21
GWN2023.11		5.12	8.89	37.49
MTGNN2023.11		5.15	9.19	36.02
STMGCN2023.11		5.18	9	38.38
GWN*2023.11		5.18	9.08	35.75
STWA2023.11		5.25	9.34	38.08
DMVSTNET2023.11		5.27	9.18	40.56
MSDR2023.11		5.27	9.33	38.9
GWN*2023.11		5.33	9.24	36.17
CCRNN2023.11		5.41	10.51	38.47
STGODE2023.11		5.61	9.91	43.09
GWN2023.11		5.64	9.92	42.19
STGCN2023.11		5.68	11.55	38.1
MSDR2023.11		5.73	10.45	42.33
ASTGCN2023.11		5.9	10.38	45.78
STFGNN2023.11		5.91	10.64	46.32
STSGCN2023.11		6.02	10.98	46.87
STMGCN2023.11		6.53	12.2	49.38
ASTGCN2023.11		6.54	11.81	52.17
STGODE2023.11		6.62	12.14	55.03
TGCN2023.11		6.88	13.8	51.84
DMVSTNET2023.11		7.73	14.26	69.86
TGCN2023.11		9.73	19.39	83.5
ADCSD2024.01		14.595	25.46	14.912
Test2024.01		14.778	25.903	15.055
TTT-MAE2024.01		14.902	25.998	15.204
ADCSD2024.01		15.569	27.102	16.001
Test2024.01		15.754	27.383	16.211
TTT-MAE2024.01		18.052	30.755	18.929
TENT2024.01		21.265	35.357	24.858
ADCSD2024.01		21.48	37.315	22.487
Test2024.01		21.72	37.758	22.515
TTT-MAE2024.01		22.242	38.061	24.024
TENT2024.01		24.436	39.502	29.276
TENT2024.01		38.109	64.413	45.765