Macroscopic Fundamental Diagram Prediction on UTD19 (average across cities) benchmark leaderboard · SOTA2 Research

Macroscopic Fundamental Diagram Prediction on UTD19 (average across cities)

0.23Mean ValueMAML

Evaluation Results

Method	Links
MAML2025.08		0.23	0.23	0.47	0.11	0.07
MAML2025.08		0.23	0.23	0.49	0.12	0.07
MAML2025.08		0.28	0.27	0.55	0.1	0.09
MAML2025.08		0.33	0.3	0.76	0.12	0.13
MTPINN2025.08		0.4	0.39	0.78	0.14	0.16
MTPINN2025.08		0.4	0.35	0.73	0.19	0.15
MTPINN2025.08		0.45	0.44	0.81	0.18	0.14
MTPINN2025.08		0.57	0.59	1.05	0.17	0.2
MAML2025.08		0.98	0.98	1	0.94	0.01
MAML2025.08		30.34	31.16	71.87	10.41	13.35
MAML2025.08		31.91	30.97	82.66	11.67	15.11
MAML2025.08		36.27	33.67	80.16	14.19	15.21
MAML2025.08		41.01	36.47	94.72	13.99	19.94
MTPINN2025.08		60.34	55.78	137.14	24.66	29.57
MTPINN2025.08		63.16	61.84	134.72	25.83	30.22
MTPINN2025.08		65.17	57.08	117.16	27.47	25.71
MTPINN2025.08		85.75	86.69	157.72	34.08	36.4
MAML2025.08		1,767.91	1,481.87	9,859.22	168.49	2,058.84
MAML2025.08		1,968.18	1,477.4	12,365.09	222.76	2,573.69
MAML2025.08		2,340.81	1,712.91	12,016.34	332.62	2,502.68
MAML2025.08		3,081.56	1,901.64	11,151.25	320.59	2,978.44
MTPINN2025.08		6,139.6	4,296.33	25,457.05	1,091.16	5,859.19
MTPINN2025.08		6,628.45	5,099.16	19,378	1,234.94	4,857.38
MTPINN2025.08		6,712.78	5,395.83	25,083.73	1,139.31	5,927.66
MTPINN2025.08		11,490.71	11,039.83	31,837.62	1,717.62	8,687.88