Argument Classification on WikiEvents (test)
73.33Head F1TARAcompress
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TARAcompressBackbone=ROBERTa-large2023.05 | 73.33 | 71.55 | |
| TARABackbone=ROBERTa-large2023.05 | 72.89 | 70.95 | |
| SCPRGModel Size=large2023.10 | 70.92 | 70.08 | |
| TARABackbone=BERT-base2023.05 | 70.52 | 68.47 | |
| TARAcompressBackbone=BERT-base2023.05 | 70.18 | 68.67 | |
| TSARBackbone=ROBERTa-large2023.05 | 69.7 | 68.79 | |
| TSARModel Size=large2023.10 | 69.7 | 68.79 | |
| SCPRGModel Size=base2023.10 | 68.91 | 68.33 | |
| EA2EBackbone=BART-large2023.05 | 68.61 | 69.7 | |
| EA2EModel Size=large2023.10 | 68.61 | 69.7 | |
| PAIEBackbone=BART-large2023.05 | 68.4 | — | |
| TSARBackbone=BERT-base2023.05 | 68.11 | 66.31 | |
| TSARModel Size=base2023.10 | 68.11 | 66.31 | |
| BART-GenBackbone=BART-large2023.05 | 64.57 | 65.11 | |
| BART-GenModel Size=large2023.10 | 64.57 | 65.11 | |
| EEQABackbone=ROBERTa-large2023.05 | 59.3 | — | |
| EEQABackbone=BERT-base2023.05 | 56.9 | — | |
| BERT-QABackbone=BERT-base2023.05 | 56.16 | 59.36 | |
| BERT-QA2023.10 | 56.16 | 59.36 | |
| BERT-CRFBackbone=BERT-base2023.05 | 54.48 | 56.72 | |
| BERT-CRF2023.10 | 54.48 | 56.72 | |
| BERT-QA-DocBackbone=BERT-base2023.05 | 34.77 | 45.96 | |
| BERT-QA-Doc2023.10 | 34.77 | 45.96 |