Document-level Relation Extraction on Env-DocRED entity name variation (test)
56.5Ignored F1KD-DocRE-RoBERTa_large + EVRT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KD-DocRE-RoBERTa_large + EVRTBackbone=RoBERTa-large, EVRT=true2024.06 | 56.5 | 57.83 | |
| NCRL-RoBERTa_large + EVRTBackbone=RoBERTa-large, EVRT=true2024.06 | 56.29 | 57.81 | |
| DocuNet-RoBERTa_large + EVRTBackbone=RoBERTa-large, EVRT=true2024.06 | 54.32 | 55.93 | |
| NCRL-BERT_base + EVRTBackbone=BERT-base, EVRT=true2024.06 | 52.97 | 54.25 | |
| KD-DocRE-BERT_base + EVRTBackbone=BERT-base, EVRT=true2024.06 | 51.64 | 52.94 | |
| DocuNet-BERT_base + EVRTBackbone=BERT-base, EVRT=true2024.06 | 51.63 | 52.78 | |
| KD-DocRE-RoBERTa_largeBackbone=RoBERTa-large, EVRT=false2024.06 | 49.42 | 50.33 | |
| NCRL-RoBERTa_largeBackbone=RoBERTa-large, EVRT=false2024.06 | 49.07 | 49.91 | |
| DocuNet-RoBERTa_largeBackbone=RoBERTa-large, EVRT=false2024.06 | 47.65 | 48.4 | |
| NCRL-BERT_baseBackbone=BERT-base, EVRT=false2024.06 | 44.37 | 45.09 | |
| DocuNet-BERT_baseBackbone=BERT-base, EVRT=false2024.06 | 43.32 | 43.99 | |
| KD-DocRE-BERT_baseBackbone=BERT-base, EVRT=false2024.06 | 43.01 | 43.69 |