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ResearchFormerly WizWand

Relation Extraction on TACRED (OOD)

67.5Micro-F1SCM
60.01261.95663.965.844Jun 13, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SCMBackbone=RoBERTa-Large2025.0667.5
VIBBackbone=RoBERTa-Large, beta=0.52025.0667.2
VIBBackbone=LUKE-Large, beta=0.52025.0666.5
SCMBackbone=LUKE-Large2025.0664.8
LUKE-LargeBackbone=LUKE-Large2025.0663.8
Ent. MaskBackbone=LUKE-Large2025.0661.7
RoBERTa-LargeBackbone=RoBERTa-Large2025.0661.3
Ent. SubstitutionBackbone=RoBERTa-Large2025.0661.2
Ent. MaskBackbone=RoBERTa-Large2025.0660.6
Ent. SubstitutionBackbone=LUKE-Large2025.0660.3