Event Relation Extraction on MAVEN-C
40.91F1 ScoreG-Substrate
Evaluation results
| Method | Links | |
|---|---|---|
| G-SubstrateTraining Paradigm=Multi-Task Training2026.01 | 40.91 | |
| Unified multi-taskTraining Paradigm=Multi-Task Training2026.01 | 40.75 | |
| Naive multi-task + interleaveTraining Paradigm=Multi-Task Training2026.01 | 37.99 | |
| Naive multi-taskTraining Paradigm=Multi-Task Training2026.01 | 37.02 | |
| Unified single-taskTraining Paradigm=Task-Specific Training2026.01 | 30.22 | |
| ProtoEMTraining Paradigm=Task-Specific Training2026.01 | 27.9 | |
| LLMERETraining Paradigm=Task-Specific Training2026.01 | 27.9 | |
| Naive single-taskTraining Paradigm=Task-Specific Training2026.01 | 27.7 |