Relation Extraction on FewRel (Mixed Clustering and Classification Metrics)
87.7B3 PrecisionLLM-OREF
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| LLM-OREF2026.06 | 87.7 | 82 | 84.8 | 83.1 | 85.3 | 84.2 | 79 | 87.7 | 82 | 81.7 | |
| ReaORE2026.06 | 81.3 | 83.9 | 82.6 | 90.6 | 88.7 | 89.6 | 80.7 | 85.7 | 83.4 | 84.2 | |
| RoCORE2026.06 | 80.6 | 84.3 | 82.4 | 88.3 | 89.6 | 88.9 | 80.7 | 82.7 | 86.8 | 83.7 | |
| ASCORE2026.06 | 79.9 | 84.1 | 81.9 | 88.8 | 90.1 | 89.4 | 80.1 | 83.2 | 86.2 | 83.8 | |
| ORELLM2026.06 | 70.8 | 72.3 | 71.5 | 80.6 | 82.7 | 81.6 | 74.7 | 85.7 | 79.4 | 79.5 | |
| Qwen3-8B2026.06 | 62 | 65.9 | 63.8 | 74.6 | 78.4 | 76.4 | 53.7 | 76.4 | 70.6 | 73 | |
| SelfORE2026.06 | 52.7 | 55.2 | 53.9 | 72.8 | 73.6 | 73.2 | 51.7 | 60.4 | 63.2 | 60 |