Evidence Retrieval on DocRED (dev)
57.55F1 ScoreDREEAM (student)
Evaluation Results
| Method | Links | |
|---|---|---|
| DREEAM (student)PLM=RoBERTalarge, Distantly-Supervised Data=true, Inference-Stage Fusion=true2023.02 | 57.55 | |
| SAISBackbone=RoBERTa-large, Architecture=Transformer-based2021.09 | 55.84 | |
| SAISPLM=RoBERTalarge, Distantly-Supervised Data=false, Inference-Stage Fusion=false2023.02 | 55.84 | |
| DREEAM (student)PLM=BERTbase, Distantly-Supervised Data=true, Inference-Stage Fusion=true2023.02 | 55.68 | |
| DREEAM (teacher)PLM=RoBERTalarge, Distantly-Supervised Data=false, Inference-Stage Fusion=true2023.02 | 54.15 | |
| SAISBackbone=BERT-base, Architecture=Transformer-based2021.09 | 53.7 | |
| SAISPLM=BERTbase, Distantly-Supervised Data=false, Inference-Stage Fusion=false2023.02 | 53.7 | |
| EiderBackbone=RoBERTa-large, Architecture=Transformer-based2021.09 | 52.54 | |
| EIDERPLM=RoBERTalarge, Distantly-Supervised Data=false, Inference-Stage Fusion=false2023.02 | 52.54 | |
| DREEAM (teacher)PLM=BERTbase, Distantly-Supervised Data=false, Inference-Stage Fusion=true2023.02 | 52.08 | |
| EiderBackbone=BERT-base, Architecture=Transformer-based2021.09 | 50.71 | |
| EIDERPLM=BERTbase, Distantly-Supervised Data=false, Inference-Stage Fusion=false2023.02 | 50.71 | |
| E2GREBackbone=BERT-base, Architecture=Transformer-based2021.09 | 47.14 | |
| E2GREPLM=BERTbase, Distantly-Supervised Data=false, Inference-Stage Fusion=false2023.02 | 47.12 |