dataset,labels,in_ines1_decision_ft_mixture,A_ines_accuracy,A_ines_macro_f1,A_julia_accuracy,A_julia_macro_f1,A_laya_accuracy,A_laya_macro_f1,A_gliner_accuracy,A_gliner_macro_f1,A_gemma_accuracy,A_gemma_macro_f1,B_ines_accuracy,B_ines_macro_f1,B_julia_accuracy,B_julia_macro_f1,B_laya_accuracy,B_laya_macro_f1,B_gliner_accuracy,B_gliner_macro_f1,B_gemma_accuracy,B_gemma_macro_f1,A_strategy_ines,A_strategy_julia
agnews,4,False,0.5900,0.5843,0.9400,0.9399,0.9400,0.9393,0.7000,0.6589,0.8900,0.8797,0.4200,0.3265,0.4200,0.3995,0.8900,0.8890,0.4500,0.3986,not_run,not_run,single request,single request
emotiondair,6,False,0.4300,0.3904,0.8600,0.8557,0.3700,0.3527,0.4400,0.4070,0.4000,0.3764,0.3400,0.2948,0.2600,0.2543,0.4300,0.4279,0.3500,0.3193,not_run,not_run,single request,single request
banking77,72,True,0.3900,0.3427,0.6300,0.5704,0.0200,0.0006,0.6100,0.5693,0.8000,0.7773,0.2900,0.2235,0.0900,0.0472,0.2200,0.1880,0.4100,0.3788,not_run,not_run,knockout-20 (no native > 26 interface),"Router(width=20, survivors=2)"
amazonpolarity,2,True,0.7800,0.7756,0.6200,0.6162,0.8400,0.8368,0.8800,0.8800,0.9800,0.9800,0.6500,0.6179,0.5800,0.5716,0.9100,0.9098,0.8300,0.8249,not_run,not_run,single request,single request
imdb,2,False,0.7500,0.7500,0.6800,0.6799,0.7300,0.7149,0.8000,0.7947,0.9700,0.9700,0.6900,0.6808,0.5400,0.5354,0.8100,0.8091,0.7300,0.7175,not_run,not_run,single request,single request
appreviews,2,False,0.7700,0.7660,0.6500,0.6396,0.7800,0.7756,0.8900,0.8895,0.9400,0.9399,0.8100,0.8095,0.5100,0.4954,0.8900,0.8897,0.8000,0.7960,not_run,not_run,single request,single request
yelpreviews,2,False,0.7200,0.6997,0.7300,0.7278,0.9000,0.8996,0.9000,0.8994,0.9600,0.9599,0.6800,0.6435,0.5100,0.5088,0.9300,0.9298,0.7400,0.7211,not_run,not_run,single request,single request
rottentomatoes,2,False,0.5900,0.5671,0.6600,0.6264,0.6900,0.6808,0.7100,0.7064,0.9100,0.9100,0.6400,0.6347,0.4600,0.4325,0.7400,0.7400,0.6700,0.6548,not_run,not_run,single request,single request
financialphrasebank,3,False,0.5100,0.4891,0.4500,0.3711,0.8100,0.8085,0.6900,0.6821,0.8000,0.8030,0.4500,0.3886,0.2500,0.1744,0.9100,0.9097,0.5500,0.4785,not_run,not_run,single request,single request
empathetic,32,False,0.2500,0.1909,0.1700,0.1594,0.0600,0.0255,0.3300,0.2807,0.5100,0.4697,0.1800,0.1442,0.0500,0.0390,0.3300,0.2873,0.1400,0.1304,not_run,not_run,knockout-20 (no native > 26 interface),"Router(width=20, survivors=2)"
biasframes_intent,2,False,0.6000,0.5998,0.5700,0.5665,0.6100,0.5920,0.5800,0.5739,0.8300,0.8300,0.5900,0.5524,0.5900,0.5806,0.6600,0.6550,0.5200,0.3912,not_run,not_run,single request,single request
massive,59,True,0.3500,0.2502,0.2700,0.1802,0.0100,0.0010,0.4400,0.3827,0.7800,0.7266,0.2000,0.1528,0.0200,0.0122,0.3500,0.3255,0.3000,0.2354,not_run,not_run,knockout-20 (no native > 26 interface),"Router(width=20, survivors=2)"
yahootopics,10,False,0.5000,0.4915,0.3900,0.3675,0.1500,0.1369,0.4100,0.4170,0.7300,0.7218,0.1800,0.1231,0.1200,0.1127,0.3700,0.3650,0.3200,0.3175,not_run,not_run,single request,single request
trueteacher,2,False,0.5600,0.5376,0.5200,0.5152,0.5600,0.4658,0.5300,0.5242,0.7100,0.6966,0.5000,0.3333,0.5000,0.4346,0.4800,0.4207,0.5400,0.4524,not_run,not_run,single request,single request
manifesto,56,False,0.1100,0.0750,0.1000,0.0789,0.0300,0.0077,0.0200,0.0007,0.4400,0.3767,0.0500,0.0329,0.0200,0.0149,0.1100,0.0903,0.0600,0.0136,not_run,not_run,knockout-20 (no native > 26 interface),"Router(width=20, survivors=2)"
capsotu,21,False,0.3600,0.3121,0.4500,0.4452,0.0500,0.0050,0.3000,0.2524,0.7900,0.7913,0.2100,0.1784,0.1000,0.0799,0.2700,0.2800,0.1700,0.1837,not_run,not_run,single request,"Router(width=20, survivors=2)"
biasframes_offensive,2,False,0.5200,0.4956,0.5400,0.5119,0.6200,0.6194,0.4600,0.4375,0.8200,0.8199,0.4800,0.4800,0.4500,0.4068,0.6900,0.6885,0.5200,0.3763,not_run,not_run,single request,single request
biasframes_sex,2,False,0.3400,0.3389,0.5600,0.5556,0.7200,0.7083,0.5300,0.3967,0.9300,0.9298,0.5300,0.5192,0.5600,0.5098,0.7900,0.7900,0.5600,0.4762,not_run,not_run,single request,single request
wikitoxic_insult,2,True,0.7700,0.7694,0.5600,0.5593,0.8500,0.8482,0.7000,0.6900,0.9300,0.9300,0.6900,0.6900,0.5400,0.5308,0.8000,0.7960,0.5800,0.5000,not_run,not_run,single request,single request
wikitoxic_obscene,2,True,0.4400,0.3455,0.5600,0.5572,0.6500,0.6419,0.5200,0.3912,0.8800,0.8798,0.7300,0.7300,0.6300,0.6190,0.8300,0.8279,0.6200,0.5703,not_run,not_run,single request,single request
wikitoxic_threat,2,True,0.4700,0.3498,0.4700,0.4674,0.9100,0.9100,0.5300,0.3967,0.9700,0.9700,0.7300,0.7254,0.5500,0.5423,0.7700,0.7614,0.5200,0.3763,not_run,not_run,single request,single request
wikitoxic_toxicaggregated,2,True,0.3300,0.3049,0.5700,0.5502,0.7000,0.6921,0.6200,0.5766,0.8500,0.8500,0.7700,0.7681,0.5700,0.5572,0.8700,0.8678,0.6200,0.5766,not_run,not_run,single request,single request