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Benchmarks
Inductive Link Prediction on FB V1
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0.708
Hit@10
KRLM
0.58424
0.61637
0.6485
0.68063
Oct 15, 2025
Hit@10
MRR
Updated 10d ago
Evaluation Results
Method
Method
Links
Hit@10
MRR
KRLM
Setup=pre-training (PT)
2025.10
0.708
0.537
MOTIF
Setup=fine-tuning (FT)
2025.10
0.702
0.53
KRLM
Setup=fine-tuning (FT)
2025.10
0.701
0.541
MOTIF
Setup=pre-training (PT)
2025.10
0.692
0.503
PROLINK
Backbone=Llama2-7b
2025.10
0.692
0.498
TRIX
Setup=pre-training (PT)
2025.10
0.682
0.515
TRIX
Setup=fine-tuning (FT)
2025.10
0.682
0.515
ULTRA
Setup=fine-tuning (FT)
2025.10
0.67
0.509
ULTRA
Setup=pre-training (PT)
2025.10
0.656
0.498
MKGL
2025.10
0.595
0.475
Supervised SOTA
2025.10
0.589
0.457
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