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Point-of-Interest Recommendation on Yelp-Open Cold-start (test)
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19.6
Recall@10
Agent4POI
-0.472
4.739
9.95
15.161
Apr 3, 2026
Recall@10
NDCG@10
Updated 16d ago
Evaluation Results
Method
Method
Links
Recall@10
NDCG@10
Agent4POI
Input=Raw multimodal c...
2026.04
19.6
15.8
LLM4POI
2026.04
10.4
8.4
IM-POI
2026.04
8.3
6.5
MMPOI
2026.04
6.1
4.7
BPR
Type=ID-based
2026.04
0.3
0.2
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