Document-level Relation Extraction on Env-Re-DocRED revised entity name variation (test)
68.87Ignored F1NCRL-RoBERTa_large + EVRT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NCRL-RoBERTa_large + EVRTBackbone=RoBERTa-large, EVRT=true2024.06 | 68.87 | 68.89 | |
| KD-DocRE-RoBERTa_large + EVRTBackbone=RoBERTa-large, EVRT=true2024.06 | 68.6 | 68.62 | |
| DocuNet-RoBERTa_large + EVRTBackbone=RoBERTa-large, EVRT=true2024.06 | 67.37 | 67.38 | |
| NCRL-BERT_base + EVRTBackbone=BERT-base, EVRT=true2024.06 | 62.83 | 62.84 | |
| KD-DocRE-BERT_base + EVRTBackbone=BERT-base, EVRT=true2024.06 | 62.53 | 62.55 | |
| DocuNet-BERT_base + EVRTBackbone=BERT-base, EVRT=true2024.06 | 62.32 | 62.33 | |
| NCRL-RoBERTa_largeBackbone=RoBERTa-large, EVRT=false2024.06 | 57.03 | 57.04 | |
| KD-DocRE-RoBERTa_largeBackbone=RoBERTa-large, EVRT=false2024.06 | 56.34 | 56.36 | |
| DocuNet-RoBERTa_largeBackbone=RoBERTa-large, EVRT=false2024.06 | 55.75 | 55.77 | |
| NCRL-BERT_baseBackbone=BERT-base, EVRT=false2024.06 | 51.18 | 51.2 | |
| KD-DocRE-BERT_baseBackbone=BERT-base, EVRT=false2024.06 | 51.11 | 51.12 | |
| DocuNet-BERT_baseBackbone=BERT-base, EVRT=false2024.06 | 50.46 | 50.48 |