Mobility Prediction on KLP Foursquare Gowalla (test) benchmark leaderboard · SOTA2 Research

Mobility Prediction on KLP Foursquare Gowalla (test)

20.65M@1ALOHA

Evaluation Results

Method	Links
ALOHA2025.05		20.65	28.36	29.46	31.63	34.31
ALOHA2025.05		20.45	28.07	29.23	31.31	34.14
ALOHA2025.05		19.93	27.15	28.29	30.16	32.95
STHGCN2025.05		19.61	27.08	28.26	30.25	33.12
BLV2025.05		19.37	27.44	28.58	30.92	33.67
BLV2025.05		18.85	26.27	27.25	29.46	31.86
BLV2025.05		18.81	26.8	27.96	30.27	33.05
LoTNext2025.05		18.61	25.14	25.99	27.95	30.03
Focal2025.05		18.53	26.3	27.53	29.57	32.52
MCLP2025.05		18.33	25.94	27.03	29.09	31.74
Focal2025.05		18.29	26.02	27.19	29.27	32.07
Graph-Flashback2025.05		17.29	25.91	27.03	29.5	32.21
Focal2025.05		17.13	25.08	26.16	28.3	30.94
CB2025.05		15.54	22.37	23.36	25.23	27.63
LA2025.05		15.54	22.58	23.62	25.47	28
IB2025.05		15.34	21.71	22.47	24.39	26.26
LA2025.05		15.22	22.19	23.21	25.16	27.64
CB2025.05		15.02	21.47	22.6	24.32	27
ALOHA2025.05		14.1	19.53	20.2	21.76	23.41
CB2025.05		13.46	20.06	21.01	22.85	25.15
IB2025.05		13.18	19.36	20.34	21.98	24.35
Diff-POI2025.05		12.5	17.62	18.43	19.73	21.7
Focal2025.05		12.42	17.94	18.75	20.21	22.14
LA2025.05		11.98	19.42	20.67	22.64	25.63
BLV2025.05		11.94	17.07	17.85	19.2	21.09
IB2025.05		11.66	13.78	14.01	14.66	15.22
MELT2025.05		11.39	19.62	20.72	23.14	25.73
CB2025.05		10.78	16.05	16.5	18.14	19.22
LA2025.05		9.98	15.11	15.59	17.23	18.41
IB2025.05		6.39	10.56	11.27	12.45	14.14