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Inductive Link Prediction on WN V4 (Hit@10, MRR)
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74.3
Hit@10
Supervised SOTA
70.348
71.374
72.4
73.426
Oct 15, 2025
Hit@10
MRR
Updated 10d ago
Evaluation Results
Method
Method
Links
Hit@10
MRR
Supervised SOTA
2025.10
74.3
66.1
MKGL
2025.10
74.1
66.4
KRLM
Setup=fine-tuning (FT)
2025.10
73.8
66.5
MOTIF
Setup=fine-tuning (FT)
2025.10
73.3
65.9
PROLINK
Backbone=Llama2-7b
2025.10
73.3
62.3
TRIX
Setup=pre-training (PT)
2025.10
72.3
64.8
KRLM
Setup=pre-training (PT)
2025.10
72.3
65.5
TRIX
Setup=fine-tuning (FT)
2025.10
72.2
65
ULTRA
Setup=fine-tuning (FT)
2025.10
72
61.4
MOTIF
Setup=pre-training (PT)
2025.10
71.8
64
ULTRA
Setup=pre-training (PT)
2025.10
70.5
61.1
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