Event Argument Extraction on ACE05-E (test)
72.8Arg-C ScoreQGA-EET5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QGA-EET5Triggers=Gold, Backbone=T52023.07 | 72.8 | 75 | |
| QGA-EEBARTTriggers=Gold, Backbone=BART2023.07 | 70.3 | 72.4 | |
| ONEIETriggers=Gold, Additional entity and relation data=true, Reporting source=Hsu et al. (2022)2023.07 | 69.3 | 73.2 | |
| BART-GenTriggers=Gold2023.07 | 66.7 | 69.9 | |
| BERT_QATriggers=Gold2023.07 | 65.4 | 68.2 | |
| Ma et al.Triggers=Gold2023.07 | 62.1 | — | |
| TANLTriggers=Gold, Reporting source=Hsu et al. (2022)2023.07 | 61 | 65.9 | |
| DYGIE++Triggers=Gold, Additional entity and relation data=true, Reporting source=Hsu et al. (2022)2023.07 | 60.7 | 66.2 | |
| GraphIETriggers=predicted, Additional entity and relation data=true2023.07 | 59.4 | — | |
| AMR-IETriggers=predicted, Additional entity and relation data=true2023.07 | 58.6 | 60.9 | |
| FourIETriggers=predicted, Additional entity and relation data=true2023.07 | 58 | 60.7 | |
| QGA-EET5Triggers=predicted, Backbone=T5, Additional entity and relation data=false2023.07 | 57.9 | 59.8 | |
| ONEIETriggers=predicted, Additional entity and relation data=true2023.07 | 56.8 | 59.2 | |
| QGA-EEBARTTriggers=predicted, Backbone=BART, Additional entity and relation data=false2023.07 | 55.6 | 57.1 | |
| Ma et al. (2020)Triggers=predicted, Additional entity and relation data=false2023.07 | 54.3 | 56.7 | |
| TEXT2EVENTTriggers=predicted, Additional entity and relation data=false2023.07 | 53.8 | — | |
| BART-GenTriggers=predicted, Backbone=BART, Additional entity and relation data=false2023.07 | 53.7 | — | |
| BERT_QATriggers=predicted, Backbone=BERT, Additional entity and relation data=false2023.07 | 53.1 | 54.1 | |
| DYGIE++Triggers=predicted, Additional entity and relation data=true2023.07 | 51.4 | 54.1 | |
| TANLTriggers=predicted, Backbone=T5, Additional entity and relation data=false2023.07 | 47.6 | 50.1 |