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Multimodal Entity Linking on RichpediaMEL 45
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74.4
Hit@1
MSR-MEL
29.472
41.136
52.8
64.464
Apr 22, 2026
Hit@1
Hit@5
Hit@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Hit@1
Hit@5
Hit@10
MSR-MEL
Category=Unsupervised,...
2026.04
74.4
87.48
89.56
DWE
Category=Supervised, M...
2026.04
67.6
97.1
98.6
OpenMEL
Category=Unsupervised,...
2026.04
65.6
77.4
80.4
M3EL
Category=Supervised, M...
2026.04
64.51
87.28
91.6
BM
Category=Unsupervised,...
2026.04
45.1
62.3
69.9
GHMFC
Category=Supervised, M...
2026.04
38.7
50.9
58.5
CLIP
Category=Unsupervised,...
2026.04
38.1
54.5
62.4
MEL-HI
Category=Supervised, M...
2026.04
34.9
43.1
50.6
BERT
Category=Unsupervised,...
2026.04
31.6
42
47.6
ARNN
Category=Supervised, M...
2026.04
31.2
39.3
45.9
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