Event Argument Extraction on WikiEvents (test)
67Arg-CDEEIA
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DEEIAScheme=Prompt-based multi-event, PLM=ROBERTa-l2024.05 | 67 | — | — | — | — | — | — | — | 71.8 | |
| SCPRGScheme=Span-based single-event, PLM=ROBERTa-l2024.05 | 66.4 | — | — | — | — | — | — | — | 71.3 | |
| SPEAEScheme=Prompt-based single-event, PLM=BART-l2024.05 | 66.1 | — | — | — | — | — | — | — | 71.9 | |
| TabEAE-multiScheme=Prompt-based multi-event, PLM=ROBERTa-l2024.05 | 66 | — | — | — | — | — | — | — | 71.1 | |
| TSARScheme=Span-based single-event, PLM=ROBERTa-l2024.05 | 65.8 | — | — | — | — | — | — | — | 71.1 | |
| SCPRGScheme=Span-based single-event, PLM=BERT-b2024.05 | 65.8 | — | — | — | — | — | — | — | 70.1 | |
| TSARScheme=Span-based single-event, PLM=BERT-b2024.05 | 65.5 | — | — | — | — | — | — | — | 70.8 | |
| TabEAEScheme=Prompt-based single-event, PLM=ROBERTa-l2024.05 | 65.4 | — | — | — | — | — | — | — | 70.8 | |
| PAIEScheme=Prompt-based single-event, PLM=BART-l2024.05 | 65.3 | — | — | — | — | — | — | — | 70.5 | |
| RKDEScheme=Prompt-based single-event, PLM=BART-l2024.05 | 63.8 | — | — | — | — | — | — | — | 69.1 | |
| HRAScheme=Generation single-event, PLM=T5-l2024.05 | 63.4 | — | — | — | — | — | — | — | 69.6 | |
| BART-GenScheme=Generation single-event, PLM=BART-l2024.05 | 62.4 | — | — | — | — | — | — | — | 66.8 | |
| PAIE-multiScheme=Prompt-based multi-event, PLM=BART-l2024.05 | 61.7 | — | — | — | — | — | — | — | 67.2 | |
| EEQAScheme=Generation single-event, PLM=BART-l2024.05 | 54.5 | — | — | — | — | — | — | — | 56.9 | |
| DocMRCScheme=Generation single-event, PLM=BERT-b2024.05 | 43.3 | — | — | — | — | — | — | — | — | |
| EMDirectly Comparable=true2022.05 | — | — | 16.9 | 41.5 | 49.9 | 54.9 | 61.3 | 55.26 | — | |
| Gen-ArgDirectly Comparable=false2022.05 | — | — | 2.4 | 30.5 | 48.1 | 55.7 | 65.1 | 56.15 | — | |
| NLIDirectly Comparable=true2022.05 | — | 35.9 | 42.6 | 52.2 | 59.5 | 65.4 | 69.9 | 65.45 | — |