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Benchmarks
Inductive Link Prediction on WN V2 (Hit@10, MRR)
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0.799
Hit@10
MKGL
0.76364
0.77282
0.782
0.79118
Oct 15, 2025
Hit@10
MRR
Updated 10d ago
Evaluation Results
Method
Method
Links
Hit@10
MRR
MKGL
2025.10
0.799
0.712
KRLM
Setup=fine-tuning (FT)
2025.10
0.799
0.7
Supervised SOTA
2025.10
0.798
0.704
KRLM
Setup=pre-training (PT)
2025.10
0.782
0.696
MOTIF
Setup=fine-tuning (FT)
2025.10
0.781
0.68
TRIX
Setup=pre-training (PT)
2025.10
0.781
0.678
TRIX
Setup=fine-tuning (FT)
2025.10
0.78
0.682
ULTRA
Setup=fine-tuning (FT)
2025.10
0.779
0.679
PROLINK
Backbone=Llama2-7b
2025.10
0.777
0.669
MOTIF
Setup=pre-training (PT)
2025.10
0.771
0.663
ULTRA
Setup=pre-training (PT)
2025.10
0.765
0.663
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