Relation Extraction on TACREV v1.0 (full)
0.833Micro F1SURE-PEGASUS-large
Evaluation Results
| Method | Links | |
|---|---|---|
| SURE-PEGASUS-largeMethod paradigm=Summarization-based, Backbone architecture=PEGASUS-large2022.05 | 0.833 | |
| IRE-RoBERTa-largeMethod paradigm=Classification-based, Backbone architecture=RoBERTa-large2022.05 | 0.832 | |
| KnowPromptMethod paradigm=Indirect Supervision, Implementation=Re-implemented2022.05 | 0.824 | |
| SURE-BART-large-cnnMethod paradigm=Summarization-based, Backbone architecture=BART-large-cnn2022.05 | 0.81 | |
| SURE-BART-large-xsumMethod paradigm=Summarization-based, Backbone architecture=BART-large-xsum2022.05 | 0.81 | |
| LUKEMethod paradigm=Classification-based2022.05 | 0.806 | |
| KnowBERTMethod paradigm=Classification-based2022.05 | 0.793 | |
| SURE-BART-largeMethod paradigm=Summarization-based, Backbone architecture=BART-large2022.05 | 0.792 | |
| SpanBERTMethod paradigm=Classification-based2022.05 | 0.78 |