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Benchmarks
Inductive Link Prediction on NELL V2 (Hit@10, MRR)
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79.1
Hit@10
KRLM
59.34
64.47
69.6
74.73
Oct 15, 2025
Hit@10
MRR
Updated 10d ago
Evaluation Results
Method
Method
Links
Hit@10
MRR
KRLM
Setup=fine-tuning (FT)
2025.10
79.1
58.3
PROLINK
Backbone=Llama2-7b
2025.10
78.7
58.1
KRLM
Setup=pre-training (PT)
2025.10
77.3
58.9
MOTIF
Setup=pre-training (PT)
2025.10
76.9
56.4
TRIX
Setup=pre-training (PT)
2025.10
76.8
56.9
MKGL
2025.10
76.7
57
MOTIF
Setup=fine-tuning (FT)
2025.10
76.5
56.6
TRIX
Setup=fine-tuning (FT)
2025.10
76.4
57.1
ULTRA
Setup=fine-tuning (FT)
2025.10
76.1
57.5
ULTRA
Setup=pre-training (PT)
2025.10
70.7
52.6
Supervised SOTA
2025.10
60.1
41.9
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