Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
POI Recommendation on Foursquare-TKY Standard Evaluation (test)
Loading...
25.9
Recall@5
Agent4POI
4.06
9.73
15.4
21.07
Apr 3, 2026
Recall@5
Recall@10
NDCG@10
Updated 16d ago
Evaluation Results
Method
Method
Links
Recall@5
Recall@10
NDCG@10
Agent4POI
multimodal=true, LLM r...
2026.04
25.9
38.2
31.7
CoT-Rec
LLM reasoning=true
2026.04
20.9
31.2
25.3
AgentCF
LLM reasoning=true
2026.04
20.1
29.8
24.1
IM-POI
multimodal=true
2026.04
19.4
28.9
23.1
LLM4POI
LLM reasoning=true
2026.04
18.3
27.4
21.8
MAS4POI
2026.04
16.7
24.8
19.9
MMPOI
multimodal=true
2026.04
16.1
24.9
19.6
GETNext
2026.04
13.2
21.6
16.7
SASRec
2026.04
8.9
15.1
11.1
BPR
2026.04
4.9
8.8
6.4
Feedback
Search any
task
Search any
task
