requested_model_name,dataset_name,strategy,n,accuracy,ci_low,ci_high
gemma_4_26b_a4b,arc_challenge,cot,500,0.858,0.8246703326752246,0.885870639554304
gemma_4_e2b,arc_challenge,cot,500,0.766,0.7269485494684876,0.8009953014059666
gemma_4_e4b,arc_challenge,cot,500,0.878,0.8463952769261602,0.9038407216849063
phi_4_mini_reasoning,arc_challenge,cot,500,0.248,0.2121642083459476,0.2876784592466748
phi_4_reasoning,arc_challenge,cot,500,0.268,0.23105397343634804,0.30848372053781226
qwen3_30b_a3b,arc_challenge,cot,500,0.372,0.3307607484885237,0.4151910826696337
qwen3_8b,arc_challenge,cot,500,0.312,0.27295294872528497,0.3539138032882587
gemma_4_26b_a4b,arc_challenge,few_shot_cot,500,0.912,0.8839235279346099,0.9337940155250711
gemma_4_e2b,arc_challenge,few_shot_cot,500,0.73,0.6894413425907917,0.7670514607968943
gemma_4_e4b,arc_challenge,few_shot_cot,500,0.884,0.8529581630365658,0.9091863434889621
phi_4_mini_reasoning,arc_challenge,few_shot_cot,500,0.27,0.2329485392031058,0.3105586574092084
phi_4_reasoning,arc_challenge,few_shot_cot,500,0.246,0.2102809916856707,0.2855921732687978
qwen3_30b_a3b,arc_challenge,few_shot_cot,500,0.45,0.40693965178133173,0.49382278226482357
qwen3_8b,arc_challenge,few_shot_cot,500,0.508,0.46428581664185803,0.5515921939107572
gemma_4_26b_a4b,arc_challenge,zero_shot,500,0.922,0.8951464501266115,0.9424186065238385
gemma_4_e2b,arc_challenge,zero_shot,500,0.762,0.7227638647789387,0.797240980819208
gemma_4_e4b,arc_challenge,zero_shot,500,0.906,0.8772354441374409,0.9285735914077787
phi_4_mini_reasoning,arc_challenge,zero_shot,500,0.248,0.2121642083459476,0.2876784592466748
phi_4_reasoning,arc_challenge,zero_shot,500,0.274,0.2367406256658206,0.3147055762228011
qwen3_30b_a3b,arc_challenge,zero_shot,500,0.384,0.34240767461779237,0.4273611723692879
qwen3_8b,arc_challenge,zero_shot,500,0.404,0.36187922469306827,0.44758464867554987
gemma_4_26b_a4b,gsm8k,cot,500,0.754,0.7144078267312022,0.7897190083143293
gemma_4_e2b,gsm8k,cot,500,0.656,0.6133141713377336,0.6963070344382621
gemma_4_e4b,gsm8k,cot,500,0.784,0.7458371194720326,0.8178322551458059
phi_4_mini_reasoning,gsm8k,cot,500,0.18,0.14880490791275897,0.21607466998263447
phi_4_reasoning,gsm8k,cot,500,0.02,0.01089918359621081,0.036420183246879345
qwen3_30b_a3b,gsm8k,cot,500,0.74,0.6998260397638378,0.7765142768146172
qwen3_8b,gsm8k,cot,500,0.776,0.7374303353251315,0.8103610287400917
gemma_4_26b_a4b,gsm8k,few_shot_cot,500,0.684,0.6419778708300569,0.723216371880092
gemma_4_e2b,gsm8k,few_shot_cot,500,0.718,0.6770122207860065,0.7556635667727567
gemma_4_e4b,gsm8k,few_shot_cot,500,0.738,0.6977470833575387,0.7746237305827625
phi_4_mini_reasoning,gsm8k,few_shot_cot,500,0.316,0.27678362811990814,0.3580221291699432
phi_4_reasoning,gsm8k,few_shot_cot,500,0.018,0.009498193296197074,0.033851670908739286
qwen3_30b_a3b,gsm8k,few_shot_cot,500,0.762,0.7227638647789387,0.797240980819208
qwen3_8b,gsm8k,few_shot_cot,500,0.812,0.775422375686958,0.8438200358650336
gemma_4_26b_a4b,gsm8k,zero_shot,500,0.78,0.7416313019131544,0.8140990674283763
gemma_4_e2b,gsm8k,zero_shot,500,0.674,0.6317220455546273,0.7136246839647526
gemma_4_e4b,gsm8k,zero_shot,500,0.772,0.7332341279039163,0.8066182308849994
phi_4_mini_reasoning,gsm8k,zero_shot,500,0.15,0.12137595769138818,0.1839610806316984
phi_4_reasoning,gsm8k,zero_shot,500,0.032,0.01979151362657112,0.05134486904544179
qwen3_30b_a3b,gsm8k,zero_shot,500,0.752,0.7123215407533253,0.7878357916540525
qwen3_8b,gsm8k,zero_shot,500,0.77,0.7311377813252322,0.8047450748255296
gemma_4_26b_a4b,math_l1_l3,cot,238,0.6428571428571429,0.5801559225686732,0.7010200194372693
gemma_4_e2b,math_l1_l3,cot,238,0.5798319327731093,0.5163430775949396,0.6407846547024989
gemma_4_e4b,math_l1_l3,cot,238,0.6680672268907563,0.6059879927587606,0.7248072331305833
phi_4_mini_reasoning,math_l1_l3,cot,238,0.22268907563025211,0.1744732494626701,0.2797146278199123
phi_4_reasoning,math_l1_l3,cot,238,0.012605042016806723,0.004295942301498941,0.03639790261940344
qwen3_30b_a3b,math_l1_l3,cot,238,0.5672268907563025,0.5037058378868592,0.6286122524688783
qwen3_8b,math_l1_l3,cot,238,0.24789915966386555,0.1973364819527133,0.3064706792132706
gemma_4_26b_a4b,math_l1_l3,few_shot_cot,238,0.5714285714285714,0.5079137307882221,0.632674240214749
gemma_4_e2b,math_l1_l3,few_shot_cot,238,0.6890756302521008,0.6276581309844386,0.7444864981410734
gemma_4_e4b,math_l1_l3,few_shot_cot,238,0.6932773109243697,0.6320084248855415,0.7484060848872041
phi_4_mini_reasoning,math_l1_l3,few_shot_cot,238,0.3907563025210084,0.33097328754823857,0.45400981562368775
phi_4_reasoning,math_l1_l3,few_shot_cot,238,0.029411764705882353,0.01431864894154166,0.059454718568295116
qwen3_30b_a3b,math_l1_l3,few_shot_cot,238,0.6176470588235294,0.5545027847106978,0.677053873411843
qwen3_8b,math_l1_l3,few_shot_cot,238,0.6512605042016807,0.5887463132592619,0.7089693900411478
gemma_4_26b_a4b,math_l1_l3,zero_shot,238,0.6932773109243697,0.6320084248855415,0.7484060848872041
gemma_4_e2b,math_l1_l3,zero_shot,238,0.6176470588235294,0.5545027847106978,0.677053873411843
gemma_4_e4b,math_l1_l3,zero_shot,238,0.6302521008403361,0.5673074889437856,0.689058811120456
phi_4_mini_reasoning,math_l1_l3,zero_shot,238,0.25210084033613445,0.20117133245458244,0.31090570935863504
phi_4_reasoning,math_l1_l3,zero_shot,238,0.037815126050420166,0.020020023218669913,0.07029310558563406
qwen3_30b_a3b,math_l1_l3,zero_shot,238,0.6008403361344538,0.53749641404586,0.6609807214877463
qwen3_8b,math_l1_l3,zero_shot,238,0.20588235294117646,0.15937986067902113,0.2617284940146268
gemma_4_26b_a4b,truthfulqa_mc1,cot,500,0.75,0.7102363265170449,0.785951503252179
gemma_4_e2b,truthfulqa_mc1,cot,500,0.562,0.5182029258694332,0.6048516559133346
gemma_4_e4b,truthfulqa_mc1,cot,500,0.628,0.5848089173303663,0.6692392515114762
phi_4_mini_reasoning,truthfulqa_mc1,cot,500,0.984,0.9687488914666058,0.9918707469666117
phi_4_reasoning,truthfulqa_mc1,cot,500,0.994,0.9825097478959467,0.9979574037280398
qwen3_30b_a3b,truthfulqa_mc1,cot,500,0.984,0.9687488914666058,0.9918707469666117
qwen3_8b,truthfulqa_mc1,cot,500,0.99,0.9768069002442693,0.9957212461034096
gemma_4_26b_a4b,truthfulqa_mc1,few_shot_cot,500,0.82,0.7839253300173655,0.851195092087241
gemma_4_e2b,truthfulqa_mc1,few_shot_cot,500,0.518,0.4742321113679192,0.561493412375465
gemma_4_e4b,truthfulqa_mc1,few_shot_cot,500,0.742,0.7019060194394218,0.7784037997771869
phi_4_mini_reasoning,truthfulqa_mc1,few_shot_cot,500,0.966,0.9462286344983655,0.9786654801914678
phi_4_reasoning,truthfulqa_mc1,few_shot_cot,500,1.0,0.9923756595384479,1.0
qwen3_30b_a3b,truthfulqa_mc1,few_shot_cot,500,0.982,0.9661483290912607,0.990501806703803
qwen3_8b,truthfulqa_mc1,few_shot_cot,500,0.986,0.9713869308622147,0.9932022102091564
gemma_4_26b_a4b,truthfulqa_mc1,zero_shot,500,0.792,0.7542636968800828,0.8252836882903708
gemma_4_e2b,truthfulqa_mc1,zero_shot,500,0.546,0.502174287351395,0.5891242733261424
gemma_4_e4b,truthfulqa_mc1,zero_shot,500,0.732,0.6915162794621877,0.768946026563652
phi_4_mini_reasoning,truthfulqa_mc1,zero_shot,500,0.954,0.9319222072317267,0.9691548916291838
phi_4_reasoning,truthfulqa_mc1,zero_shot,500,0.996,0.9855342847848231,0.9989023694773173
qwen3_30b_a3b,truthfulqa_mc1,zero_shot,500,0.99,0.9768069002442693,0.9957212461034096
qwen3_8b,truthfulqa_mc1,zero_shot,500,0.962,0.9414152274693561,0.9755398819441696