MAVEN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Event Detection | MAVEN (test) | F1 Score68.8 | 26 | |
| Event Detection | MAVEN 45-way (test) | F1 Score94.86 | 14 | |
| Event Classification | MAVEN (test dev) | Micro-F1 (Session 1)92.2 | 11 | |
| Event Relation Extraction | MAVEN-C | F1 Score40.91 | 8 | |
| Event Relation Extraction | MAVEN-T | F1 Score42.68 | 8 | |
| Event Relation Extraction | MAVEN-S | F1 Score54.3 | 8 | |
| Event Detection | MAVEN (test dev) | Micro-F1 (Session 1)67.8 | 8 | |
| Event Detection | MAVEN | Macro Precision56.82 | 7 | |
| Event Typing | MAVEN (test) | Precision66.7 | 7 | |
| Event Detection | MAVEN 5-shot (test) | F1 Score54.7 | 6 | |
| Event Detection | MAVEN X-shot (test) | Overall Score64.96 | 5 | |
| Incremental Event Detection | MAVEN | Metric- | 0 |
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