Holistic Unstructured Text Generation on UnFine-CF
99.28Bert-ScoreUnKE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UnKEModel=Llama3-8B2026.04 | 99.28 | 97.02 | |
| FABLEModel=Llama3-8B2026.04 | 99.28 | 98.35 | |
| FABLEModel=Qwen2.5-7B2026.04 | 99.23 | 97.61 | |
| AnyEditModel=Llama3-8B2026.04 | 98.19 | 94.97 | |
| UnKEModel=Qwen2.5-7B2026.04 | 97.25 | 89.76 | |
| AnyEditModel=Qwen2.5-7B2026.04 | 97.13 | 90.78 | |
| MEMITModel=Llama3-8B2026.04 | 83.74 | 54.1 | |
| MEMITModel=Qwen2.5-7B2026.04 | 81.08 | 51.43 | |
| ROMEModel=Llama3-8B2026.04 | 80.38 | 40.33 | |
| ROMEModel=Qwen2.5-7B2026.04 | 77.56 | 40.01 | |
| Pre-editedModel=Llama3-8B2026.04 | 71.42 | 15.53 | |
| Pre-editedModel=Qwen2.5-7B2026.04 | 70.47 | 18.77 | |
| FT-LModel=Llama3-8B2026.04 | 29.71 | 10.19 | |
| FT-LModel=Qwen2.5-7B2026.04 | 25.35 | 14.21 |