Question Answering on AKEW
51.31PrecisionCOIN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| COINModel=Qwen2.52026.02 | 51.31 | 72.6 | 55.44 | 65.28 | |
| COINModel=Llama32026.02 | 47.8 | 69.69 | 51.92 | 61.73 | |
| FTModel=Llama32026.02 | 46.51 | 67.02 | 50.18 | 61.34 | |
| FTModel=Qwen2.52026.02 | 45.22 | 71.59 | 50.07 | 62.46 | |
| AdaLoRAModel=Qwen2.52026.02 | 43.91 | 64 | 47.37 | 61.19 | |
| AlphaEdit-DModel=Qwen2.52026.02 | 42.47 | 53.68 | 43.35 | 57.95 | |
| AdaLoRAModel=Llama32026.02 | 40.54 | 63.39 | 44.91 | 59 | |
| AlphaEdit-DModel=Llama32026.02 | 38.82 | 48.62 | 39.31 | 53.04 | |
| AnyEditModel=Qwen2.52026.02 | 38.24 | 43.73 | 38.84 | 52.64 | |
| AnyEditModel=Llama32026.02 | 37.84 | 42.59 | 37.99 | 51.29 | |
| UnKEModel=Qwen2.52026.02 | 37.76 | 45.79 | 39.17 | 53.76 | |
| BASEModel=Qwen2.52026.02 | 37.73 | 41.65 | 37.71 | 51.06 | |
| BASEModel=Llama32026.02 | 37.44 | 40.74 | 37.07 | 49.78 | |
| UnKEModel=Llama32026.02 | 35.69 | 44.36 | 37.26 | 52.16 | |
| LoRAModel=Qwen2.52026.02 | 35.54 | 63.17 | 39.63 | 56.23 | |
| LoRAModel=Llama32026.02 | 34.25 | 59.78 | 39.2 | 55.44 |