Holistic Unstructured Text Generation on UnFine-UnKE
99.36Bert-ScoreFABLE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FABLEModel=Llama3-8B2026.04 | 99.36 | 97.78 | |
| FABLEModel=Qwen2.5-7B2026.04 | 98.86 | 97.35 | |
| UnKEModel=Llama3-8B2026.04 | 98.2 | 93.39 | |
| AnyEditModel=Qwen2.5-7B2026.04 | 97.02 | 91.95 | |
| UnKEModel=Qwen2.5-7B2026.04 | 96.86 | 90.24 | |
| AnyEditModel=Llama3-8B2026.04 | 96.06 | 90.34 | |
| MEMITModel=Llama3-8B2026.04 | 81.78 | 49.64 | |
| MEMITModel=Qwen2.5-7B2026.04 | 81.44 | 49.92 | |
| ROMEModel=Llama3-8B2026.04 | 79.51 | 40 | |
| ROMEModel=Qwen2.5-7B2026.04 | 78.53 | 39.19 | |
| Pre-editedModel=Qwen2.5-7B2026.04 | 72.96 | 23.74 | |
| Pre-editedModel=Llama3-8B2026.04 | 71.83 | 22.69 | |
| FT-LModel=Llama3-8B2026.04 | 33.29 | 13.35 | |
| FT-LModel=Qwen2.5-7B2026.04 | 28.11 | 14.19 |