Document-level Relation Extraction on DWIE (test)
66.44Ignored F1VaeDiff-DocRE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VaeDiff-DocREPLM=BERT-base-cased2024.12 | 66.44 | 73.07 | |
| CorrelPLM=BERT-base-cased2024.12 | 65.64 | 71.56 | |
| SSAN+RSMANbackbone=SSAN, plugin=RSMAN2022.05 | 63.42 | 70.95 | |
| RSMANPLM=BERT-base-cased2024.12 | 63.42 | 70.95 | |
| SSANbackbone=BERT2022.05 | 62.58 | 69.39 | |
| SSANPLM=BERT-base-cased2024.12 | 62.58 | 69.39 | |
| GAIN2022.05 | 62.37 | 67.57 | |
| GAINPLM=BERT-base-cased2024.12 | 62.37 | 67.57 | |
| ATLOP2022.05 | 62.09 | 69.94 | |
| ATLOPPLM=BERT-base-cased2024.12 | 62.09 | 69.94 | |
| CorefBERT+RSMANbackbone=CorefBERT, plugin=RSMAN2022.05 | 62.01 | 67.52 | |
| CorefBERTbackbone=BERT2022.05 | 61.71 | 66.59 | |
| CorefBERTPLM=BERT-base-cased2024.12 | 61.71 | 66.59 | |
| Context-Aware2022.05 | 45.37 | 56.58 | |
| Context-AwarePLM=BERT-base-cased2024.12 | 45.37 | 56.58 | |
| BILSTM2022.05 | 42.03 | 54.47 | |
| BiLSTMPLM=BERT-base-cased2024.12 | 42.03 | 54.47 | |
| LSTM2022.05 | 40.81 | 52.6 | |
| LSTMPLM=BERT-base-cased2024.12 | 40.81 | 52.6 | |
| CNN2022.05 | 34.65 | 46.14 | |
| CNNPLM=BERT-base-cased2024.12 | 34.65 | 46.14 |