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Benchmarks
Inductive Link Prediction on FB V4
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69.9
Hit@10
KRLM
64.284
65.742
67.2
68.658
Oct 15, 2025
Hit@10
MRR
Updated 1mo ago
Evaluation Results
Method
Method
Links
Hit@10
MRR
KRLM
Setup=fine-tuning (FT)
2025.10
69.9
50.4
MOTIF
Setup=fine-tuning (FT)
2025.10
69.5
50.8
KRLM
Setup=pre-training (PT)
2025.10
69
50.3
TRIX
Setup=pre-training (PT)
2025.10
68.7
49.3
TRIX
Setup=fine-tuning (FT)
2025.10
68.7
49.3
ULTRA
Setup=fine-tuning (FT)
2025.10
68.4
49.6
ULTRA
Setup=pre-training (PT)
2025.10
67.7
48.6
MOTIF
Setup=pre-training (PT)
2025.10
67.7
48.7
PROLINK
Backbone=Llama2-7b
2025.10
67.6
49.8
Supervised SOTA
2025.10
64.5
46.6
MKGL
2025.10
64.5
47.1
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