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Next-POI Recommendation on NYC (test)

65.38Recall@5

AWARE

Updated 21d ago

Evaluation Results

Method
AWARE 2026.05	65.38	71.73	74.36	54.83	56.89	57.59	-
GeoGR-4B 2026.02	64.07	68.9	73.31	54.34	55.95	57.1	-
OneLoc 2026.02	61.07	65.63	69.77	53.55	55.04	56.08	-
ROSfull 2026.05	61.07	65.63	69.77	53.55	55.04	56.08	-
ROS 2026.05	57.91	61.92	64.2	50.32	51.63	52.22	-
CaST-POI 2026.02	55.36	63.85	-	43.58	46.21	-	40.48
GNPR-SID 2026.02	53.11	59.42	64.55	44.3	46.34	47.66	-
GNPR-SID 2026.05	53.11	59.42	64.55	44.3	46.34	47.66	-
CoMaPOI 2026.02	51.62	59.01	-	40.42	42.82	-	37.67
TIGER 2026.02	49.65	55.14	60.01	41.31	42.76	44.43	-
TIGER 2026.05	49.65	55.14	60.01	41.31	42.76	44.43	-
MTNet 2026.02	47.57	53.24	-	35.85	37.69	-	33.4
LLM4POI 2026.02	44.64	46.66	-	37.49	38.16	-	35.9
Rotan 2026.02	44.48	52.23	58.34	34.71	37.23	38.78	-
ROTAN 2026.05	44.48	52.23	58.34	34.71	37.23	38.78	-
GETNext 2026.02	43.6	51.3	-	32.56	35.13	-	30.97
CrossDR 2026.02	40.8	47.2	-	30.67	32.59	-	28.66
TiCoSeRec 2026.02	40.69	48.08	-	29.65	32.04	-	27.54
SASRec 2026.02	40.38	48.28	-	28.98	31.26	-	27.01
BERT4Rec 2026.02	39.6	46.7	-	29.03	30.94	-	27.11
MAERec 2026.02	37.65	44.53	-	27.72	29.85	-	26.1
DiffuRec 2026.02	37.25	40.79	-	29.16	30.23	-	27.74
TPG 2026.02	35.51	44.41	51.21	24.64	27.55	29.27	-
TPG 2026.05	35.51	44.41	51.21	24.64	27.55	29.27	-
DuoRec 2026.02	34.72	40.69	-	24.54	26.34	-	22.76
POIGDE 2026.02	34.11	38.36	-	26.64	27.97	-	25.4
SASRec 2026.02	31.51	38.96	45.06	22.24	24.67	26.22	-
SASRec 2026.05	31.51	38.96	45.06	22.24	24.67	26.22	-
S3-Rec 2026.02	30.71	38.54	45.03	22.35	24.89	26.54	-
S3-Rec 2026.05	30.71	38.54	45.03	22.35	24.89	26.54	-
Caser 2026.02	28.83	35.7	41.35	20.44	22.67	24.1	-
Caser 2026.05	28.83	35.7	41.35	20.44	22.67	24.1	-
BERT4Rec 2026.02	28.57	35.64	41.3	20.74	23.04	24.48	-
BERT4Rec 2026.05	28.57	35.64	41.3	20.74	23.04	24.48	-
GRU4Rec 2026.02	19.77	24.6	28.89	14.42	15.99	17.08	-
GRU4Rec 2026.05	19.77	24.6	28.89	14.42	15.99	17.08	-