Relation Extraction on Instruc-tUIE RE
27.33Relation Boundary F1JsonTuning
Evaluation Results
| Method | Links | |
|---|---|---|
| JsonTuningBackbone=LLaMA3-8B, Zero-shot generalization=true2023.10 | 27.33 | |
| JsonTuningBackbone=Mistral-7B, Zero-shot generalization=true2023.10 | 25.09 | |
| JsonTuningBackbone=LLaMA2-7B, Zero-shot generalization=true2023.10 | 23.98 | |
| JsonTuningBackbone=LLaMA2-13B, Zero-shot generalization=true2023.10 | 23.18 | |
| JsonTuningBackbone=LLaMA-13B, Zero-shot generalization=true2023.10 | 22.97 | |
| TextTuningBackbone=LLaMA2-13B, Zero-shot generalization=true2023.10 | 22.51 | |
| TextTuningBackbone=LLaMA3-8B, Zero-shot generalization=true2023.10 | 22.34 | |
| TextTuningBackbone=Mistral-7B, Zero-shot generalization=true2023.10 | 22.01 | |
| TextTuningBackbone=LLaMA-13B, Zero-shot generalization=true2023.10 | 21.4 | |
| TextTuningBackbone=LLaMA2-7B, Zero-shot generalization=true2023.10 | 20.74 | |
| JsonTuningBackbone=LLaMA-7B, Zero-shot generalization=true2023.10 | 15.28 | |
| TextTuningBackbone=LLaMA-7B, Zero-shot generalization=true2023.10 | 14.33 | |
| JsonTuningBackbone=Falcon-7B, Zero-shot generalization=true2023.10 | 8.36 | |
| TextTuningBackbone=Falcon-7B, Zero-shot generalization=true2023.10 | 6.05 |