Argument Classification on ACE05-E (dev)
76.6F1 ScoreAMPERE (ROBERTa)
Evaluation results
| Method | Links | |
|---|---|---|
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=100%2023.05 | 76.6 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=100%2023.05 | 75.5 | |
| PAIEType=Generation, Training Data Proportion=100%2023.05 | 74.1 | |
| DEGREEType=Generation, Training Data Proportion=100%2023.05 | 73.8 | |
| AMR-IEType=Classification, Training Data Proportion=100%2023.05 | 73.1 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=50%2023.05 | 72.7 | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=50%2023.05 | 72.5 | |
| OneIEType=Classification, Training Data Proportion=100%2023.05 | 71.8 | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=30%2023.05 | 71.8 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=30%2023.05 | 71.2 | |
| AMR-IEType=Classification, Training Data Proportion=50%2023.05 | 70.6 | |
| DEGREEType=Generation, Training Data Proportion=50%2023.05 | 70.5 | |
| OneIEType=Classification, Training Data Proportion=50%2023.05 | 70.4 | |
| PAIEType=Generation, Training Data Proportion=50%2023.05 | 70.3 | |
| PAIEType=Generation, Training Data Proportion=30%2023.05 | 69.3 | |
| DEGREEType=Generation, Training Data Proportion=30%2023.05 | 68.9 | |
| OneIEType=Classification, Training Data Proportion=30%2023.05 | 67.6 | |
| AMR-IEType=Classification, Training Data Proportion=30%2023.05 | 67.4 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=20%2023.05 | 67.2 | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=20%2023.05 | 66.6 | |
| PAIEType=Generation, Training Data Proportion=20%2023.05 | 64.6 | |
| OneIEType=Classification, Training Data Proportion=20%2023.05 | 63.2 | |
| DEGREEType=Generation, Training Data Proportion=20%2023.05 | 62.5 | |
| Query and ExtractType=Classification, Training Data Proportion=100%2023.05 | 61.7 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=10%2023.05 | 61.5 | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=10%2023.05 | 61.5 | |
| AMR-IEType=Classification, Training Data Proportion=20%2023.05 | 61.3 | |
| DyGIE++Type=Classification, Training Data Proportion=100%2023.05 | 60 | |
| DyGIE++Type=Classification, Training Data Proportion=50%2023.05 | 57.9 | |
| PAIEType=Generation, Training Data Proportion=10%2023.05 | 57.6 | |
| DyGIE++Type=Classification, Training Data Proportion=30%2023.05 | 57.5 | |
| DEGREEType=Generation, Training Data Proportion=10%2023.05 | 56.8 | |
| AMR-IEType=Classification, Training Data Proportion=10%2023.05 | 56.3 | |
| OneIEType=Classification, Training Data Proportion=10%2023.05 | 56 | |
| Query and ExtractType=Classification, Training Data Proportion=50%2023.05 | 54.6 | |
| AMPERE (ROBERTa)Type=Generation, Training Data Proportion=5%2023.05 | 53.2 | |
| DyGIE++Type=Classification, Training Data Proportion=20%2023.05 | 52.5 | |
| AMPERE (AMRBART)Type=Generation, Training Data Proportion=5%2023.05 | 52.3 | |
| Query and ExtractType=Classification, Training Data Proportion=30%2023.05 | 50 | |
| DyGIE++Type=Classification, Training Data Proportion=10%2023.05 | 48.5 | |
| PAIEType=Generation, Training Data Proportion=5%2023.05 | 46.6 | |
| DEGREEType=Generation, Training Data Proportion=5%2023.05 | 41.4 | |
| AMR-IEType=Classification, Training Data Proportion=5%2023.05 | 40 | |
| OneIEType=Classification, Training Data Proportion=5%2023.05 | 38.6 | |
| Query and ExtractType=Classification, Training Data Proportion=20%2023.05 | 37.6 | |
| DyGIE++Type=Classification, Training Data Proportion=5%2023.05 | 34.6 | |
| Query and ExtractType=Classification, Training Data Proportion=10%2023.05 | 27.7 | |
| Query and ExtractType=Classification, Training Data Proportion=5%2023.05 | 10.5 |