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Benchmarks
Inductive Link Prediction on WN V1
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82.6
Hit@10
Supervised SOTA
76.568
78.134
79.7
81.266
Oct 15, 2025
Hit@10
MRR
Updated 10d ago
Evaluation Results
Method
Method
Links
Hit@10
MRR
Supervised SOTA
2025.10
82.6
74.1
MKGL
2025.10
82.2
74.6
MOTIF
Setup=fine-tuning (FT)
2025.10
80.6
70.3
KRLM
Setup=fine-tuning (FT)
2025.10
80
71.1
TRIX
Setup=fine-tuning (FT)
2025.10
79.8
70.5
ULTRA
Setup=fine-tuning (FT)
2025.10
79.3
68.5
TRIX
Setup=pre-training (PT)
2025.10
79.1
69.9
PROLINK
Backbone=Llama2-7b
2025.10
78.8
64.4
KRLM
Setup=pre-training (PT)
2025.10
78.3
70.5
MOTIF
Setup=pre-training (PT)
2025.10
77.8
68.2
ULTRA
Setup=pre-training (PT)
2025.10
76.8
64.8
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