Mobility Prediction on SPB benchmark leaderboard · SOTA2 Research

Mobility Prediction on SPB

23.63M@1ALOHA

Evaluation Results

Method	Links
ALOHA2025.05		23.63	32.1	33.13	35.62	38.1
ALOHA2025.05		21.4	30.49	31.35	34.16	36.2
Graph-Flashback2025.05		21.28	30.11	31.05	33.67	35.92
Graph-Flashback2025.05		20.98	30.03	30.99	33.83	36.11
MCLP2025.05		20.86	29.69	30.57	33.39	35.54
MCLP2025.05		20.31	29.25	30.11	32.98	35.03
MCLP2025.05		20.25	29.38	30.25	33.12	35.21
Graph-Flashback2025.05		20.19	29.59	30.61	33.38	35.83
ALOHA2025.05		20.07	28.57	29.53	32.04	34.36
Graph-Flashback2025.05		20.01	28.89	29.64	32.5	34.3
MCLP2025.05		20.01	29.36	30.3	32.91	35.16
Graph-Flashback2025.05		19.77	28.98	29.89	32.74	34.89
STHGCN2025.05		19.77	28.32	29.11	31.82	33.76
MCLP2025.05		19.77	27.77	28.51	30.84	32.58
MCLP2025.05		19.71	28.63	29.49	32.17	34.22
STHGCN2025.05		19.35	28.23	29.15	31.84	34.08
LoTNext2025.05		19.11	26.52	27.36	29.55	31.59
STHGCN2025.05		18.87	28.32	29.29	31.95	34.24
STHGCN2025.05		18.75	27.69	28.61	31.31	33.51
STHGCN2025.05		18.69	27.29	28.23	30.76	33.07
STHGCN2025.05		18.44	27.54	28.46	31.19	33.38
Graph-Flashback2025.05		16.58	25.99	27.09	29.75	32.38
MELT2025.05		16.3	25.62	26.45	29.33	31.36
ALOHA2025.05		15.55	22.38	23.1	25.09	26.78
Diff-POI2025.05		13.74	20.26	21.13	22.84	24.88
Diff-POI2025.05		13.68	20.89	21.67	23.9	25.76
Diff-POI2025.05		13.32	20.7	21.33	23.57	25.09
Diff-POI2025.05		12.9	19.68	20.43	22.44	24.27
Diff-POI2025.05		12.72	19.58	20.24	22.35	23.9
Diff-POI2025.05		12	15.02	15.39	16.24	17.14