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Benchmarks
Inductive Link Prediction on NELL V3
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0.768
Hit@10
KRLM
0.58704
0.63402
0.681
0.72798
Oct 15, 2025
Hit@10
MRR
Updated 10d ago
Evaluation Results
Method
Method
Links
Hit@10
MRR
KRLM
Setup=fine-tuning (FT)
2025.10
0.768
0.598
KRLM
Setup=pre-training (PT)
2025.10
0.766
0.594
MOTIF
Setup=fine-tuning (FT)
2025.10
0.764
0.58
PROLINK
Backbone=Llama2-7b
2025.10
0.762
0.589
TRIX
Setup=fine-tuning (FT)
2025.10
0.759
0.571
MKGL
2025.10
0.759
0.571
ULTRA
Setup=fine-tuning (FT)
2025.10
0.755
0.563
TRIX
Setup=pre-training (PT)
2025.10
0.743
0.558
MOTIF
Setup=pre-training (PT)
2025.10
0.724
0.533
ULTRA
Setup=pre-training (PT)
2025.10
0.702
0.515
Supervised SOTA
2025.10
0.594
0.436
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