Document-level Relation Extraction on DWIE (dev)
61.51Ignored F1VaeDiff-DocRE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VaeDiff-DocREPLM=BERT-base-cased2024.12 | 61.51 | 67.77 | |
| CorrelPLM=BERT-base-cased2024.12 | 61.1 | 65.73 | |
| SSAN+RSMANbackbone=SSAN, plugin=RSMAN2022.05 | 60.02 | 65.88 | |
| RSMANPLM=BERT-base-cased2024.12 | 60.02 | 65.88 | |
| ATLOP2022.05 | 59.03 | 64.82 | |
| ATLOPPLM=BERT-base-cased2024.12 | 59.03 | 64.82 | |
| GAIN2022.05 | 58.63 | 62.55 | |
| GAINPLM=BERT-base-cased2024.12 | 58.63 | 62.55 | |
| SSANbackbone=BERT2022.05 | 58.62 | 64.49 | |
| SSANPLM=BERT-base-cased2024.12 | 58.62 | 64.49 | |
| CorefBERT+RSMANbackbone=CorefBERT, plugin=RSMAN2022.05 | 58.29 | 62.59 | |
| CorefBERTbackbone=BERT2022.05 | 57.18 | 61.42 | |
| CorefBERTPLM=BERT-base-cased2024.12 | 57.18 | 61.42 | |
| Context-Aware2022.05 | 42.06 | 53.05 | |
| Context-AwarePLM=BERT-base-cased2024.12 | 42.06 | 53.05 | |
| LSTM2022.05 | 40.86 | 51.77 | |
| LSTMPLM=BERT-base-cased2024.12 | 40.86 | 51.77 | |
| BILSTM2022.05 | 40.46 | 51.92 | |
| BiLSTMPLM=BERT-base-cased2024.12 | 40.46 | 51.92 | |
| CNN2022.05 | 37.65 | 47.73 | |
| CNNPLM=BERT-base-cased2024.12 | 37.65 | 47.73 |