Relation Extraction on FS-TACRED 1-shot (test)
29F1 ScoreRPO+GradPO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RPO+GradPOModel=Qwen3-4B, 1-shot setting=true, Episodic evaluation=true2026.06 | 29 | 29.5 | 28.5 | |
| ICLModel=Qwen3-4B, 1-shot setting=true, Episodic evaluation=true2026.06 | 27.6 | 26.4 | 28.9 | |
| SoftRules1-shot setting=true, Episodic evaluation=true2026.06 | 24.8 | 33.5 | 19.7 | |
| Anchor+gen. rules1-shot setting=true, Episodic evaluation=true2026.06 | 24.2 | 19.6 | 31.9 | |
| OdinSynth1-shot setting=true, Episodic evaluation=true2026.06 | 15.4 | 23.5 | 11.5 | |
| CKPT1-shot setting=true, Episodic evaluation=true2026.06 | 15.1 | — | — | |
| MNAV1-shot setting=true, Episodic evaluation=true2026.06 | 12.4 | — | — |