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Next POI Recommendation on CA (HR@1)
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30.38
HR@1
AWARE
4.2032
10.9991
17.795
24.5909
May 12, 2026
HR@1
Updated 21d ago
Evaluation Results
Method
Method
Links
HR@1
AWARE
Category=Ours
2026.05
30.38
CoAST
Category=LLM-based
2026.05
27.21
ROS
Category=LLM-based
2026.05
27.03
GA-LLM
Category=LLM-based
2026.05
25.66
GNPR-SID
Category=LLM-based
2026.05
24.03
ROTAN
Category=Neural-based
2026.05
21.99
LLM4POI
Category=LLM-based
2026.05
20.65
TPG
Category=Neural-based
2026.05
17.49
STHGCN
Category=Neural-based
2026.05
17.3
SpaceTime-GR
Category=LLM-based
2026.05
16.59
MTNet
Category=Neural-based
2026.05
14.53
GETNext
Category=Neural-based
2026.05
13.57
PRME
Category=Traditional
2026.05
5.21
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