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Cross-modal Entity Linking on CMEL
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65.5
News Micro-Accuracy
Spec
8.612
23.381
38.15
52.919
Jul 28, 2025
News Micro-Accuracy
News Macro-Accuracy
Academic Micro-Accuracy
Academic Macro-Accuracy
Novel Micro-Accuracy
Novel Macro-Accuracy
Overall Micro-Accuracy
Overall Macro-Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
News Micro-Accuracy
News Macro-Accuracy
Academic Micro-Accuracy
Academic Macro-Accuracy
Novel Micro-Accuracy
Novel Macro-Accuracy
Overall Micro-Accuracy
Overall Macro-Accuracy
Spec
Full Name=SpecLink
2025.07
65.5
56.9
73.3
69.9
31.2
39.4
51.8
59.2
Lei
Approach=clustering-ba...
2025.07
54.8
44.7
60.5
55.5
29.4
30.6
44.8
43.6
DB
Approach=clustering-ba...
2025.07
53.8
45.9
60.8
58.3
29.9
34.2
45.2
46.1
PR
Approach=clustering-ba...
2025.07
51.6
44.4
59.7
56.8
29.1
35.2
44.1
45.5
KM
Approach=clustering-ba...
2025.07
50.5
40.6
60.7
57.7
29.6
30.5
45.2
43
LLM
LLM=Qwen2.5-72B-Instru...
2025.07
33.3
24.1
36.8
36.1
17.4
20.8
27.1
27
Emb
Embedding model=stella...
2025.07
10.8
8.4
33.1
34.5
9
7.5
20
16.8
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