| system,llm,os,LA19,LA21,ITW,MLAAD,Average | |
| qwen05b_frozen_wo_os,Qwen-0.5B (frozen),w/o OS,95.99,95.68,80.75,81.31,88.43 | |
| qwen05b_frozen_os_text,Qwen-0.5B (frozen),+ OS text,99.64,96.82,77.27,91.84,91.39 | |
| qwen05b_frozen_os_constant,Qwen-0.5B (frozen),+ OS constant,91.39,92.14,81.49,78.44,85.87 | |
| qwen05b_frozen_os_permute,Qwen-0.5B (frozen),+ OS permute,90.27,91.52,73.85,73.51,82.29 | |
| qwen05b_frozen_os_vector,Qwen-0.5B (frozen),+ OS vector (MLP),94.44,95.51,70.79,76.74,84.37 | |
| llama1b_frozen_wo_os,Llama-1B (frozen),w/o OS,89.98,90.63,81.15,76.41,84.54 | |
| llama1b_frozen_os_text,Llama-1B (frozen),+ OS text,89.65,91.31,87.66,75.04,85.91 | |
| llama1b_lora64_wo_os,Llama-1B (LoRA-64),w/o OS,91.21,91.87,72.52,74.10,82.43 | |
| llama1b_lora64_os_text,Llama-1B (LoRA-64),+ OS text,93.43,94.73,82.84,76.77,86.94 | |