Event Extraction on MAVEN-ERE
93Hit@10RM-only + Align
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RM-only + AlignOptimization=Align, Mode=RM-only2026.05 | 93 | 98 | 77 | 74 | 78 | 71 | |
| Qwen3-8B-ECPOBackbone=Qwen3-8B, Training=ECPO2026.05 | 92 | 95 | 86 | 85 | 84 | 75 | |
| Qwen3-8B-GRPOBackbone=Qwen3-8B, Training=GRPO2026.05 | 87 | 86 | 65 | 64 | 64 | 56 | |
| Qwen3-8B-DPOBackbone=Qwen3-8B, Training=DPO2026.05 | 86 | 84 | 64 | 62 | 63 | 54 | |
| Qwen3-8B-SFTBackbone=Qwen3-8B, Training=SFT2026.05 | 84 | 82 | 60 | 58 | 57 | 50 | |
| Qwen3-8B zero-shotBackbone=Qwen3-8B, Mode=zero-shot2026.05 | 76 | 55 | 33 | 36 | 34 | 30 |