Traffic Flow Prediction on PEMSD3 S benchmark leaderboard · SOTA2 Research

Traffic Flow Prediction on PEMSD3 S

11.48MAE (15 min)CoMemNet

Evaluation Results

Method	Links
CoMemNet2026.05		11.48	18.89	16.54	12.24	20.4	17.31	13.57	22.94	18.8	103.66	0.3
PECPM2026.05		11.81	19.39	15.91	13.41	22.17	17.07	14.76	25.03	18.3	—	—
TFMoE2026.05		12.48	20.48	16.72	13.93	23	18.13	17.2	28.36	22.17	—	—
Retrained-STKEC2026.05		12.62	20.43	18.24	13.75	22.51	19.63	16.02	26.42	22.72	310.11	2.25
Expansible-STKEC2026.05		12.64	20.45	17.68	13.78	22.51	18.98	16.07	26.44	22.23	282.9	1.86
EAC2026.05		12.65	20.24	17.8	13.45	21.86	18.79	14.92	24.17	20.82	—	—
Retrained-STModel2026.05		12.7	20.57	16.88	13.82	22.61	18.4	16.1	26.54	24.96	179.56	1.39
STKEC2026.05		12.73	20.56	19.03	13.9	22.69	20.54	16.19	26.61	24.09	321.31	2.69
TrafficStream2026.05		12.75	20.78	17.43	13.92	22.8	18.75	16.27	26.8	22.9	306.97	1.76
Static-STKEC2026.05		14.27	21.78	34.88	15.41	23.9	36.25	17.68	27.92	39.38	67.79	1.47
Static-STModel2026.05		14.57	22.47	30.69	15.45	24.34	31.11	17.78	28.57	32.6	39.71	1.1
Expansible-STModel2026.05		14.93	24.7	18.99	17.36	28.6	20.61	21.31	36.91	24.45	428.8	1.23