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ResearchFormerly WizWand

Inductive Knowledge Graph Completion on IndE(FB) (test)

0.494MRRProLINK
0.138320.230660.3230.41534May 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ProLINKlearning_setup=zero-shot2025.050.4940.667
ULTRA(3g)learning_setup=zero-shot, pre-training_graphs=32025.050.4860.662
MERRYlearning_setup=zero-shot, backbone=Llama3 8B2025.050.4860.662
MERRY PNAlearning_setup=zero-shot, encoder=PNA2025.050.4840.66
Supervised SOTAlearning_setup=supervised2025.050.4770.636
ProLINKlearning_setup=zero-shot2025.050.2820.443
MERRYlearning_setup=zero-shot, backbone=Llama3 8B2025.050.2820.443
MERRY PNAlearning_setup=zero-shot, encoder=PNA2025.050.2610.426
ULTRA(3g)learning_setup=zero-shot, pre-training_graphs=32025.050.2540.403
Supervised SOTAlearning_setup=supervised2025.050.1520.244