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Benchmarks
Inductive Link Prediction on WN V3
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59.9
Hit@10
MKGL
47.108
50.429
53.75
57.071
Oct 15, 2025
Hit@10
MRR
Updated 10d ago
Evaluation Results
Method
Method
Links
Hit@10
MRR
MKGL
2025.10
59.9
45.6
KRLM
Setup=fine-tuning (FT)
2025.10
59.5
46.9
MOTIF
Setup=fine-tuning (FT)
2025.10
59
46.6
KRLM
Setup=pre-training (PT)
2025.10
58.2
44.7
Supervised SOTA
2025.10
56.8
45.2
ULTRA
Setup=fine-tuning (FT)
2025.10
54.6
41.1
TRIX
Setup=fine-tuning (FT)
2025.10
54.3
42.5
TRIX
Setup=pre-training (PT)
2025.10
54.1
41.8
MOTIF
Setup=pre-training (PT)
2025.10
53.8
42
PROLINK
Backbone=Llama2-7b
2025.10
49.6
38.8
ULTRA
Setup=pre-training (PT)
2025.10
47.6
37.6
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