Event Relation Extraction on MAVEN-S
54.3F1 ScoreLLMERE
Evaluation results
| Method | Links | |
|---|---|---|
| LLMERETraining Paradigm=Task-Specific Training2026.01 | 54.3 | |
| ProtoEMTraining Paradigm=Task-Specific Training2026.01 | 53.8 | |
| G-SubstrateTraining Paradigm=Multi-Task Training2026.01 | 52.2 | |
| Unified multi-taskTraining Paradigm=Multi-Task Training2026.01 | 51.89 | |
| Naive multi-task + interleaveTraining Paradigm=Multi-Task Training2026.01 | 45.74 | |
| Unified single-taskTraining Paradigm=Task-Specific Training2026.01 | 45.45 | |
| Naive single-taskTraining Paradigm=Task-Specific Training2026.01 | 39.65 | |
| Naive multi-taskTraining Paradigm=Multi-Task Training2026.01 | 36.87 |