Sentence-level Relation Extraction on SemEval (test)
0.887F1 (micro)FineCL
Evaluation Results
| Method | Links | |
|---|---|---|
| FineCLTraining Data Size=100%2022.05 | 0.887 | |
| CPTraining Data Size=100%2022.05 | 0.885 | |
| ERICA_RoBERTaTraining Data Size=100%2022.05 | 0.884 | |
| WCL_RoBERTaTraining Data Size=100%2022.05 | 0.883 | |
| MTBTraining Data Size=100%2022.05 | 0.882 | |
| ERICA_BERTTraining Data Size=100%2022.05 | 0.881 | |
| BERTTraining Data Size=100%2022.05 | 0.878 | |
| RoBERTaTraining Data Size=100%2022.05 | 0.875 | |
| FineCLTraining Data Size=10%2022.05 | 0.81 | |
| ERICA_RoBERTaTraining Data Size=10%2022.05 | 0.809 | |
| CPTraining Data Size=10%2022.05 | 0.8 | |
| WCL_RoBERTaTraining Data Size=10%2022.05 | 0.8 | |
| ERICA_BERTTraining Data Size=10%2022.05 | 0.798 | |
| MTBTraining Data Size=10%2022.05 | 0.792 | |
| RoBERTaTraining Data Size=10%2022.05 | 0.777 | |
| BERTTraining Data Size=10%2022.05 | 0.765 | |
| FineCLTraining Data Size=1%2022.05 | 0.512 | |
| ERICA_RoBERTaTraining Data Size=1%2022.05 | 0.503 | |
| WCL_RoBERTaTraining Data Size=1%2022.05 | 0.47 | |
| ERICA_BERTTraining Data Size=1%2022.05 | 0.464 | |
| MTBTraining Data Size=1%2022.05 | 0.442 | |
| RoBERTaTraining Data Size=1%2022.05 | 0.436 | |
| BERTTraining Data Size=1%2022.05 | 0.41 | |
| CPTraining Data Size=1%2022.05 | 0.403 |