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Re-Ranking on Knowledge Graph candidates
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49.9
Hit Ratio@3
Non-Ranker
46.676
47.513
48.35
49.187
Dec 3, 2025
Hit Ratio@3
Recall@3
Precision@3
NDCG@3
Hit Ratio@5
Recall@5
Precision@5
NDCG@5
Hit Ratio@10
Recall@10
Precision@10
NDCG@10
Updated 4d ago
Evaluation Results
Method
Method
Links
Hit Ratio@3
Recall@3
Precision@3
NDCG@3
Hit Ratio@5
Recall@5
Precision@5
NDCG@5
Hit Ratio@10
Recall@10
Precision@10
NDCG@10
Non-Ranker
Ranker Model Type=Know...
2025.12
49.9
5.17
21.27
20.81
66.3
8.16
20.78
20.52
87.6
16.65
20.51
2.046
LLM Re-Ranker
Evaluation Protocol=SF...
2025.12
48.4
4.9
20.2
20.66
64.9
8.41
20.16
20.62
87.2
16.52
20.36
0.2056
LLM Re-Ranker
Evaluation Protocol=Ze...
2025.12
46.8
4.75
19.67
20.35
62.2
7.55
18.82
19.57
81.5
13.7
16.96
0.1804
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