Text2KG on CE12k (test)
82.02G-BLEUInvertiTune
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| InvertiTunebackbone=Qwen 2.5-1.5B Instruct, Learning Paradigm=supervised fine-tuning2025.12 | 82.02 | 82.67 | 92.58 | |
| PIVE2025.12 | 39.04 | 48.34 | 75.06 | |
| ChatGPTLearning Paradigm=repeated LLM prompting2025.12 | 31.51 | 40.22 | 71.54 | |
| AutoRELearning Paradigm=fine-tuning2025.12 | 26.31 | 30.83 | 67.14 | |
| GraphRAG2025.12 | 7.03 | 9.03 | 51.19 | |
| DeepEx2025.12 | 6.32 | 12.53 | 52.97 | |
| LightRAG2025.12 | 4.82 | 6.9 | 51.81 | |
| OpenIE62025.12 | 4.02 | 6.51 | 41.33 |