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Benchmarks
Inductive Link Prediction on NELL V1
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91.6
Hit@10
KRLM
86.4
87.75
89.1
90.45
Oct 15, 2025
Hit@10
MRR
Updated 10d ago
Evaluation Results
Method
Method
Links
Hit@10
MRR
KRLM
Setup=fine-tuning (FT)
2025.10
91.6
68.2
ULTRA
Setup=pre-training (PT)
2025.10
91.3
78.5
TRIX
Setup=fine-tuning (FT)
2025.10
89.9
80.4
TRIX
Setup=pre-training (PT)
2025.10
89.8
80.6
KRLM
Setup=pre-training (PT)
2025.10
88.7
65.2
MKGL
2025.10
88.6
74.9
PROLINK
Backbone=Llama2-7b
2025.10
88.3
72.6
ULTRA
Setup=fine-tuning (FT)
2025.10
87.8
75.7
MOTIF
Setup=fine-tuning (FT)
2025.10
87.3
71.2
MOTIF
Setup=pre-training (PT)
2025.10
87.1
67.4
Supervised SOTA
2025.10
86.6
63.7
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