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Multimodal Entity Linking on RichPedia MEL
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94.8
H@1
UniMEL
75.664
80.632
85.6
90.568
Jun 10, 2026
H@1
MRR
Updated 1mo ago
Evaluation Results
Method
Method
Links
H@1
MRR
UniMEL
Venue=CIKM, #Params=15...
2026.06
94.8
-
MMoE+DME
Venue=KDD, #Params=†,...
2026.06
85.51
89.86
KGMEL+RR
Venue=SIGIR, #Params=†...
2026.06
85.21
88.08
MMoE
Venue=KDD, #Params=150...
2026.06
84.36
88.27
FAST-MEL
#Params=150M, Entity S...
2026.06
84.3
88.12
MELOV
Venue=ACL, #Params=150...
2026.06
84.14
88.26
OTMEL
Venue=ACL, #Params=150...
2026.06
83.3
88.8
M3EL
Venue=KDD, #Params=150...
2026.06
82.82
89.04
MIMIC
Venue=KDD, #Params=150...
2026.06
81.02
86.95
KGMEL
Venue=SIGIR, #Params=*...
2026.06
76.4
80.94
I2CR
Venue=ACM MM, #Params=8B
2026.06
-
94.7
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