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Knowledge Graph Reasoning on IndE 12 datasets (test)
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75.1
Hit@10
KRLM
67.196
69.248
71.3
73.352
Oct 15, 2025
Hit@10
MRR
Updated 10d ago
Evaluation Results
Method
Method
Links
Hit@10
MRR
KRLM
Stage=Fine-tuning
2025.10
75.1
59
MOTIF
Stage=Fine-tuning
2025.10
74
58.2
KRLM
Stage=Pre-training
2025.10
73.8
58.3
TRIX
Stage=Fine-tuning
2025.10
73.4
58.3
PROLINK
Backbone=Llama2-7b
2025.10
73.3
56.2
TRIX
Stage=Pre-training
2025.10
73.2
57.9
MKGL
2025.10
72.6
57.8
ULTRA
Stage=Fine-tuning
2025.10
72.4
56.6
MOTIF
Stage=Pre-training
2025.10
72.1
55.7
ULTRA
Stage=Pre-training
2025.10
70.3
54.9
Supervised SOTA
2025.10
67.5
52.7
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