Event Relation Extraction on HiEvent
25.15F1 ScoreG-Substrate
Evaluation results
| Method | Links | |
|---|---|---|
| G-SubstrateTraining Paradigm=Multi-Task Training2026.01 | 25.15 | |
| LLMERETraining Paradigm=Task-Specific Training2026.01 | 22.9 | |
| Naive multi-task + interleaveTraining Paradigm=Multi-Task Training2026.01 | 21.36 | |
| ProtoEMTraining Paradigm=Task-Specific Training2026.01 | 20.43 | |
| Unified multi-taskTraining Paradigm=Multi-Task Training2026.01 | 19.37 | |
| Naive multi-taskTraining Paradigm=Multi-Task Training2026.01 | 18.78 | |
| Naive single-taskTraining Paradigm=Task-Specific Training2026.01 | 17.1 | |
| Unified single-taskTraining Paradigm=Task-Specific Training2026.01 | 14.28 |