Traffic Flow Prediction on PEMSD4 L benchmark leaderboard · SOTA2 Research

Traffic Flow Prediction on PEMSD4 L

17.98MAE (15 min)CoMemNet

Evaluation Results

Method	Links
CoMemNet2026.05		17.98	30.44	12.92	19.41	33.05	13.92	22	37.38	15.86	228.6	0.65
Retrained-STModel2026.05		19.76	31.73	14.9	21.82	35.24	16.44	25.79	41.38	19.69	403.6	2.6
Expansible-STModel2026.05		20.2	32.16	15.54	22.25	35.73	16.98	26.42	42.26	20.79	352.14	1.88
STKEC2026.05		20.39	32.54	14.27	22.42	35.98	15.6	26.35	42.04	18.47	656.55	4.05
Retrained-STKEC2026.05		20.4	32.44	14.67	22.38	35.86	15.95	26.19	41.8	18.74	470.26	3.59
Expansible-STKEC2026.05		20.46	32.45	14.57	22.44	35.85	15.94	26.2	41.66	18.74	409.18	2.51
TrafficStream2026.05		23.76	35.86	21.6	25.32	38.88	22.64	29.33	45.43	25.99	494.59	2.58
Static-STKEC2026.05		24.21	35.8	21.73	26.07	38.98	23.01	29.35	44.41	25.48	94.87	2.43
Static-STModel2026.05		24.67	36.69	23.48	26.59	39.86	25.72	30.73	46.27	30.81	59	1.84