Relation Classification on Wiki80
90.8Micro F1GenPT (BART)
Evaluation results
| Method | Links | |
|---|---|---|
| GenPT (BART)Extra Data=false, Entity Type=true, Label Semantics=true, Encoder=BART, Tuning Protocol=Prompt Tuning2022.10 | 90.8 | |
| GenPT (RoBERTa)Extra Data=false, Entity Type=true, Label Semantics=true, Encoder=RoBERTa, Tuning Protocol=Prompt Tuning2022.10 | 90.7 | |
| GenPT (T5)Extra Data=false, Entity Type=false, Label Semantics=true, Encoder=T5, Tuning Protocol=Prompt Tuning2022.10 | 90.6 | |
| TYP MarkerExtra Data=false, Entity Type=true, Label Semantics=false, Encoder=RoBERTa, Tuning Protocol=Fine-tuning2022.10 | 89.9 | |
| LUKEExtra Data=true, Entity Type=true, Label Semantics=false, Encoder=LUKE, Tuning Protocol=Fine-tuning2022.10 | 89.2 | |
| TANLExtra Data=false, Entity Type=false, Label Semantics=false, Encoder=T5, Tuning Protocol=Fine-tuning2022.10 | 89.1 | |
| KnowPromptExtra Data=false, Entity Type=true, Label Semantics=true, Encoder=RoBERTa, Tuning Protocol=Prompt Tuning2022.10 | 89 | |
| SpanBERTExtra Data=true, Entity Type=true, Label Semantics=false, Encoder=SpanBERT, Tuning Protocol=Fine-tuning2022.10 | 88.1 |