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Next POI recommendation on NYC

0.2451ND@1

Mag-Mamba

Updated 1mo ago

Evaluation Results

Method	Links
Mag-Mamba 2026.02		0.2451	0.3823	0.4149	0.3603
MeRa 2026.06		0.2425	0.3825	0.4147	0.359
MCLP 2026.02		0.2404	0.3674	0.3973	0.3507
MCLP 2026.06		0.2404	0.3674	0.3973	0.3507
MeRa 2026.06		0.2395	0.379	0.4105	0.3565
GeoMamba'25 2026.06		0.2377	0.3786	0.4012	0.3566
MTNet 2026.02		0.2346	0.3689	0.4013	0.3522
LSTM* 2026.06		0.232	0.358	0.388	0.342
HVGAE 2026.02		0.2271	0.3651	0.3982	0.347
HVGAE 2026.06		0.2271	0.3651	0.3982	0.347
GETNext 2026.02		0.2244	0.3736	0.4046	0.3472
GETNext 2026.06		0.2244	0.3736	0.4046	0.3472
HMambafull 2026.06		0.2204	0.3679	0.4031	0.3465
AGRAN 2026.02		0.2202	0.3638	0.3792	0.3343
AGRAN 2026.06		0.2202	0.3638	0.3792	0.3343
ROTAN 2026.02		0.2192	0.3652	0.3944	0.3468
HMST 2026.02		0.2138	0.3747	0.4063	0.3482
HMST 2026.06		0.2138	0.3747	0.4063	0.3482
GeoMamba 2026.02		0.1988	0.3392	0.3506	0.3246
GeoMamba'24 2026.06		0.1988	0.3392	0.3506	0.3246
HMambahalf 2026.06		0.1896	0.3453	0.3767	0.3222
HME 2026.02		0.1619	0.2806	0.3226	0.2787
HME 2026.06		0.1619	0.2806	0.3226	0.2787
PLSPL 2026.02		0.1601	0.3048	0.3336	0.2849
PLSPL 2026.06		0.1601	0.3048	0.3336	0.2849
LSTM 2026.02		0.1306	0.2336	0.2585	0.2259