Relation Extraction on FewRel (test)
55.02Micro-F1SCIR-RUIE
Evaluation Results
| Method | Links | |
|---|---|---|
| SCIR-RUIEframework=SCIR, backbone=RUIE2025.12 | 55.02 | |
| RUIE2025.12 | 49.93 | |
| SCIR-OneKEframework=SCIR, backbone=OneKE2025.12 | 45.16 | |
| InstructUIEZero-shot=true2023.04 | 39.55 | |
| OneKE2025.12 | 39.19 | |
| SCIR-LLama3.1framework=SCIR, backbone=LLama3.1-8B2025.12 | 38.6 | |
| IEPile-LLama2backbone=LLaMA2-13B, tuning=LoRA2025.12 | 37.14 | |
| SCIR-DeepSeek-R1framework=SCIR, backbone=DeepSeek-R1-Distill-Qwen3-8B2025.12 | 36.55 | |
| YAYI-UIE2025.12 | 36.09 | |
| ChunkUIE2025.12 | 35.76 | |
| SCIR-Qwen3framework=SCIR, backbone=Qwen3-8B2025.12 | 34.67 | |
| ZETTBackbone=T5-base, Zero-shot=true2023.04 | 33.71 | |
| ZETTBackbone=T5-small, Zero-shot=true2023.04 | 30.53 | |
| DeepSeek-R1backbone=DeepSeek-R1-Distill-Qwen3-8B, mode=untuned2025.12 | 21.79 | |
| LLama3.1backbone=LLama3.1-8B, mode=untuned2025.12 | 19.14 | |
| Qwen3backbone=Qwen3-8B, mode=untuned2025.12 | 17.75 |