Relation Extraction on Wiki ZSL (test)
53.71Micro-F1SCIR-RUIE
Evaluation Results
| Method | Links | |
|---|---|---|
| SCIR-RUIEframework=SCIR, backbone=RUIE2025.12 | 53.71 | |
| RUIE2025.12 | 53.16 | |
| SCIR-OneKEframework=SCIR, backbone=OneKE2025.12 | 43.41 | |
| SCIR-DeepSeek-R1framework=SCIR, backbone=DeepSeek-R1-Distill-Qwen3-8B2025.12 | 42.34 | |
| OneKE2025.12 | 42.18 | |
| YAYI-UIE2025.12 | 41.07 | |
| IEPile-LLama2backbone=LLaMA2-13B, tuning=LoRA2025.12 | 36.18 | |
| InstructUIEZero-shot=true2023.04 | 35.2 | |
| ChunkUIE2025.12 | 32.23 | |
| ZETTBackbone=T5-small, Zero-shot=true2023.04 | 31.74 | |
| SCIR-Qwen3framework=SCIR, backbone=Qwen3-8B2025.12 | 31.64 | |
| ZETTBackbone=T5-base, Zero-shot=true2023.04 | 31.17 | |
| SCIR-LLama3.1framework=SCIR, backbone=LLama3.1-8B2025.12 | 28.01 | |
| DeepSeek-R1backbone=DeepSeek-R1-Distill-Qwen3-8B, mode=untuned2025.12 | 24.98 | |
| Qwen3backbone=Qwen3-8B, mode=untuned2025.12 | 16.01 | |
| LLama3.1backbone=LLama3.1-8B, mode=untuned2025.12 | 13.65 |