Event Extraction on RAMS
87Hit@10RM-only + Align
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RM-only + AlignOptimization=Align, Mode=RM-only2026.05 | 87 | 98 | 65 | 63 | 64 | 54 | |
| Qwen3-8B-ECPOBackbone=Qwen3-8B, Training=ECPO2026.05 | 86 | 94 | 72 | 70 | 69 | 61 | |
| Qwen3-8B-GRPOBackbone=Qwen3-8B, Training=GRPO2026.05 | 82 | 82 | 52 | 50 | 50 | 41 | |
| Qwen3-8B-DPOBackbone=Qwen3-8B, Training=DPO2026.05 | 81 | 80 | 49 | 47 | 49 | 39 | |
| Qwen3-8B-SFTBackbone=Qwen3-8B, Training=SFT2026.05 | 78 | 76 | 45 | 43 | 43 | 36 | |
| Qwen3-8B zero-shotBackbone=Qwen3-8B, Mode=zero-shot2026.05 | 69 | 53 | 28 | 30 | 27 | 23 |