| backbone,env,contrast,SR_a,SR_b,diff_pp,odds_ratio,p_raw,p_holm | |
| MiMo-V2-Flash,alfworld,FDR_vs_NoRet,73.0,71.0,2.0,1.104,0.874965,1.0 | |
| MiMo-V2-Flash,alfworld,FDR_vs_GG,73.0,69.0,4.0,1.215,0.640358,1.0 | |
| MiMo-V2-Flash,alfworld,GG_vs_NoRet,69.0,71.0,-2.0,0.909,0.877461,1.0 | |
| MiMo-V2-Flash,scienceworld,FDR_vs_NoRet,21.11,28.89,-7.78,0.659,0.301689,1.0 | |
| MiMo-V2-Flash,scienceworld,FDR_vs_GG,21.11,25.56,-4.44,0.78,0.597366,1.0 | |
| MiMo-V2-Flash,scienceworld,GG_vs_NoRet,25.56,28.89,-3.33,0.845,0.737914,1.0 | |
| MiMo-V2-Flash,webshop,FDR_vs_NoRet,31.0,35.0,-4.0,0.834,0.652061,1.0 | |
| MiMo-V2-Flash,webshop,FDR_vs_GG,31.0,23.0,8.0,1.504,0.264805,1.0 | |
| MiMo-V2-Flash,webshop,GG_vs_NoRet,23.0,35.0,-12.0,0.555,0.086033,1.0 | |
| deepseek-v3.2,alfworld,FDR_vs_NoRet,79.0,75.0,4.0,1.254,0.614516,1.0 | |
| deepseek-v3.2,alfworld,FDR_vs_GG,79.0,78.0,1.0,1.061,1.0,1.0 | |
| deepseek-v3.2,alfworld,GG_vs_NoRet,78.0,75.0,3.0,1.182,0.738976,1.0 | |
| deepseek-v3.2,scienceworld,FDR_vs_NoRet,28.89,23.33,5.56,1.335,0.49754,1.0 | |
| deepseek-v3.2,scienceworld,FDR_vs_GG,28.89,30.0,-1.11,0.948,1.0,1.0 | |
| deepseek-v3.2,scienceworld,GG_vs_NoRet,30.0,23.33,6.67,1.408,0.399524,1.0 | |
| deepseek-v3.2,webshop,FDR_vs_NoRet,11.0,14.0,-3.0,0.759,0.669636,1.0 | |
| deepseek-v3.2,webshop,FDR_vs_GG,11.0,12.0,-1.0,0.906,1.0,1.0 | |
| deepseek-v3.2,webshop,GG_vs_NoRet,12.0,14.0,-2.0,0.838,0.833874,1.0 | |
| glm-4.6,alfworld,FDR_vs_NoRet,61.0,57.0,4.0,1.18,0.66637,1.0 | |
| glm-4.6,alfworld,FDR_vs_GG,61.0,68.0,-7.0,0.736,0.375347,1.0 | |
| glm-4.6,alfworld,GG_vs_NoRet,68.0,57.0,11.0,1.603,0.143894,1.0 | |
| glm-4.6,scienceworld,FDR_vs_NoRet,18.89,26.67,-7.78,0.64,0.286225,1.0 | |
| glm-4.6,scienceworld,FDR_vs_GG,18.89,20.0,-1.11,0.932,1.0,1.0 | |
| glm-4.6,scienceworld,GG_vs_NoRet,20.0,26.67,-6.67,0.688,0.378401,1.0 | |
| glm-4.6,webshop,FDR_vs_NoRet,5.0,3.0,2.0,1.702,0.720939,1.0 | |
| glm-4.6,webshop,FDR_vs_GG,5.0,2.0,3.0,2.579,0.444754,1.0 | |
| glm-4.6,webshop,GG_vs_NoRet,2.0,3.0,-1.0,0.66,1.0,1.0 | |
| qwen2.5-7b-instruct,alfworld,FDR_vs_NoRet,38.0,35.0,3.0,1.138,0.769064,1.0 | |
| qwen2.5-7b-instruct,alfworld,FDR_vs_GG,38.0,40.0,-2.0,0.919,0.88479,1.0 | |
| qwen2.5-7b-instruct,alfworld,GG_vs_NoRet,40.0,35.0,5.0,1.238,0.559205,1.0 | |
| qwen2.5-7b-instruct,scienceworld,FDR_vs_NoRet,15.56,14.44,1.11,1.091,1.0,1.0 | |
| qwen2.5-7b-instruct,scienceworld,FDR_vs_GG,15.56,13.33,2.22,1.197,0.832485,1.0 | |
| qwen2.5-7b-instruct,scienceworld,GG_vs_NoRet,13.33,14.44,-1.11,0.911,1.0,1.0 | |
| qwen2.5-7b-instruct,webshop,FDR_vs_NoRet,3.0,1.0,2.0,3.062,0.621202,1.0 | |
| qwen2.5-7b-instruct,webshop,FDR_vs_GG,3.0,2.0,1.0,1.515,1.0,1.0 | |
| qwen2.5-7b-instruct,webshop,GG_vs_NoRet,2.0,1.0,1.0,2.02,1.0,1.0 | |
| qwen3.5-plus_seed-45,alfworld,FDR_vs_NoRet,74.0,80.0,-6.0,0.712,0.401013,1.0 | |
| qwen3.5-plus_seed-45,alfworld,FDR_vs_GG,74.0,79.0,-5.0,0.757,0.504992,1.0 | |
| qwen3.5-plus_seed-45,alfworld,GG_vs_NoRet,79.0,80.0,-1.0,0.94,1.0,1.0 | |
| qwen3.5-plus_seed-45,scienceworld,FDR_vs_NoRet,42.22,41.11,1.11,1.047,1.0,1.0 | |
| qwen3.5-plus_seed-45,scienceworld,FDR_vs_GG,42.22,44.44,-2.22,0.913,0.880498,1.0 | |
| qwen3.5-plus_seed-45,scienceworld,GG_vs_NoRet,44.44,41.11,3.33,1.146,0.763294,1.0 | |
| qwen3.5-plus_seed-45,webshop,FDR_vs_NoRet,45.0,33.0,12.0,1.661,0.110507,1.0 | |
| qwen3.5-plus_seed-45,webshop,FDR_vs_GG,45.0,41.0,4.0,1.177,0.668419,1.0 | |
| qwen3.5-plus_seed-45,webshop,GG_vs_NoRet,41.0,33.0,8.0,1.411,0.305261,1.0 | |
| qwen3.5-plus_seed-46,alfworld,FDR_vs_NoRet,80.0,79.0,1.0,1.063,1.0,1.0 | |
| qwen3.5-plus_seed-46,alfworld,FDR_vs_GG,80.0,79.0,1.0,1.063,1.0,1.0 | |
| qwen3.5-plus_seed-46,alfworld,GG_vs_NoRet,79.0,79.0,0.0,1.0,1.0,1.0 | |
| qwen3.5-plus_seed-46,scienceworld,FDR_vs_NoRet,38.89,44.44,-5.56,0.795,0.54549,1.0 | |
| qwen3.5-plus_seed-46,scienceworld,FDR_vs_GG,38.89,46.67,-7.78,0.727,0.366099,1.0 | |
| qwen3.5-plus_seed-46,scienceworld,GG_vs_NoRet,46.67,44.44,2.22,1.094,0.881087,1.0 | |
| qwen3.5-plus_seed-46,webshop,FDR_vs_NoRet,44.0,27.0,17.0,2.124,0.01776,0.94128 | |
| qwen3.5-plus_seed-46,webshop,FDR_vs_GG,44.0,46.0,-2.0,0.922,0.887024,1.0 | |
| qwen3.5-plus_seed-46,webshop,GG_vs_NoRet,46.0,27.0,19.0,2.303,0.007988,0.43135 | |