Relation Extraction on BioRED (OOD)
0.587Micro F1 ScoreVIB
Evaluation Results
| Method | Links | |
|---|---|---|
| VIBBackbone=LUKE-Large, beta=0.52025.06 | 0.587 | |
| SCMBackbone=LUKE-Large2025.06 | 0.534 | |
| SCMBackbone=RoBERTa-Large2025.06 | 0.525 | |
| VIBBackbone=RoBERTa-Large, beta=0.52025.06 | 0.525 | |
| LUKE-LargeBackbone=LUKE-Large2025.06 | 0.518 | |
| RoBERTa-LargeBackbone=RoBERTa-Large2025.06 | 0.479 | |
| Ent. SubstitutionBackbone=RoBERTa-Large2025.06 | 0.468 | |
| Ent. SubstitutionBackbone=LUKE-Large2025.06 | 0.467 | |
| Ent. MaskBackbone=RoBERTa-Large2025.06 | 0.457 | |
| Ent. MaskBackbone=LUKE-Large2025.06 | 0.402 |