Datasets:
Formats:
csv
Sub-tasks:
multi-class-classification
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
multi-agent-systems
llm-routing
cost-aware-inference
calibration
agent-collaboration
reasoning
License:
| display_name,setting_id,subset,n,PER_solve_rate,Broadcast_solve_rate,Broadcast_minus_PER,Broadcast_minus_PER_CI,PER_only_count,PER_only_rate,Broadcast_only_count,Broadcast_only_rate,both_count,both_rate,neither_count,neither_rate | |
| Gemma-4-31B-it OmniMath,omnimath2__competition_math_4181__gemma_4_31b,all,4181,0.90648170294188,0.9299210715139918,0.0234393685721119,"[0.0155,0.0313]",96,0.0229610141114565,194,0.0464003826835685,3694,0.8835206888304233,197,0.0471179143745515 | |
| Gemma-4-31B-it OmniMath,omnimath2__competition_math_4181__gemma_4_31b,baseline_failed,1280,0.71484375,0.778125,0.06328125,"[0.0390,0.0891]",91,0.07109375,172,0.134375,824,0.64375,193,0.15078125 | |
| Gemma-4-31B-it OmniMath,omnimath2__competition_math_4181__gemma_4_31b,baseline_and_single_failed,569,0.4710017574692443,0.5782073813708261,0.1072056239015817,"[0.0598,0.1529]",59,0.1036906854130052,120,0.210896309314587,209,0.367311072056239,181,0.3181019332161687 | |
| Gemma-4-31B-it OmniMath,omnimath2__competition_math_4181__gemma_4_31b,confidence_gate_escalation_conf_lt_70_parseable,1313,0.8035034272658035,0.8537699923838538,0.0502665651180502,"[0.0305,0.0701]",58,0.0441736481340441,124,0.0944402132520944,997,0.7593297791317594,134,0.102056359482102 | |
| gpt-oss-120b OmniMath,omnimath2__competition_math_4181__gpt_oss_120b,all,4181,0.8517101171968429,0.8921310691222195,0.0404209519253767,"[0.0311,0.0500]",124,0.0296579765606314,293,0.0700789284860081,3437,0.8220521406362115,327,0.078210954317149 | |
| gpt-oss-120b OmniMath,omnimath2__competition_math_4181__gpt_oss_120b,baseline_failed,1805,0.6709141274238227,0.7562326869806094,0.0853185595567867,"[0.0659,0.1064]",118,0.0653739612188365,272,0.1506925207756232,1093,0.6055401662049862,322,0.178393351800554 | |
| gpt-oss-120b OmniMath,omnimath2__competition_math_4181__gpt_oss_120b,baseline_and_single_failed,847,0.4321133412042502,0.5277449822904369,0.0956316410861865,"[0.0579,0.1334]",94,0.1109799291617473,175,0.2066115702479339,272,0.3211334120425029,306,0.3612750885478158 | |
| gpt-oss-120b OmniMath,omnimath2__competition_math_4181__gpt_oss_120b,confidence_gate_escalation_conf_lt_70_parseable,1756,0.7277904328018223,0.8160592255125285,0.0882687927107061,"[0.0683,0.1088]",89,0.0506833712984054,244,0.1389521640091116,1189,0.6771070615034168,234,0.133257403189066 | |
| Gemma-4-31B-it LAB strict,labbench__llm_strict__gemma_4_31b,all,741,0.6936572199730094,0.893387314439946,0.1997300944669365,"[0.1687,0.2295]",9,0.0121457489878542,157,0.2118758434547908,505,0.6815114709851552,70,0.0944669365721997 | |
| Gemma-4-31B-it LAB strict,labbench__llm_strict__gemma_4_31b,baseline_failed,412,0.4611650485436893,0.8106796116504854,0.3495145631067961,"[0.3010,0.3981]",8,0.0194174757281553,152,0.3689320388349514,182,0.441747572815534,70,0.1699029126213592 | |
| Gemma-4-31B-it LAB strict,labbench__llm_strict__gemma_4_31b,baseline_and_single_failed,294,0.2925170068027211,0.7380952380952381,0.445578231292517,"[0.3844,0.5102]",7,0.0238095238095238,138,0.4693877551020408,79,0.2687074829931973,70,0.238095238095238 | |
| Gemma-4-31B-it LAB strict,labbench__llm_strict__gemma_4_31b,confidence_gate_escalation_conf_lt_70_parseable,572,0.6153846153846154,0.8688811188811189,0.2534965034965035,"[0.2168,0.2902]",8,0.0139860139860139,153,0.2674825174825175,344,0.6013986013986014,67,0.1171328671328671 | |
| gpt-oss-120b LAB strict,labbench__llm_strict__gpt_oss_120b,all,741,0.47638326585695,0.7422402159244265,0.2658569500674764,"[0.2294,0.2996]",19,0.0256410256410256,216,0.291497975708502,334,0.4507422402159244,172,0.2321187584345479 | |
| gpt-oss-120b LAB strict,labbench__llm_strict__gpt_oss_120b,baseline_failed,600,0.3783333333333333,0.6866666666666666,0.3083333333333333,"[0.2667,0.3483]",18,0.03,203,0.3383333333333333,209,0.3483333333333333,170,0.2833333333333333 | |
| gpt-oss-120b LAB strict,labbench__llm_strict__gpt_oss_120b,baseline_and_single_failed,493,0.3103448275862069,0.6267748478701826,0.3164300202839756,"[0.2698,0.3631]",16,0.0324543610547667,172,0.3488843813387424,137,0.2778904665314402,168,0.3407707910750507 | |
| gpt-oss-120b LAB strict,labbench__llm_strict__gpt_oss_120b,confidence_gate_escalation_conf_lt_70_parseable,390,0.4358974358974359,0.7333333333333333,0.2974358974358974,"[0.2436,0.3513]",14,0.0358974358974358,130,0.3333333333333333,156,0.4,90,0.2307692307692307 | |
| Gemma-4-31B-it LAB text-no-tool,labbench__text_no_tool__gemma_4_31b_text_no_tool,all,1542,0.8501945525291829,0.9105058365758756,0.0603112840466926,"[0.0402,0.0804]",78,0.0505836575875486,171,0.1108949416342412,1233,0.7996108949416343,60,0.0389105058365758 | |
| Gemma-4-31B-it LAB text-no-tool,labbench__text_no_tool__gemma_4_31b_text_no_tool,baseline_failed,895,0.753072625698324,0.8581005586592179,0.1050279329608938,"[0.0726,0.1385]",68,0.0759776536312849,162,0.1810055865921787,606,0.6770949720670391,59,0.0659217877094972 | |
| Gemma-4-31B-it LAB text-no-tool,labbench__text_no_tool__gemma_4_31b_text_no_tool,baseline_and_single_failed,370,0.4513513513513513,0.7594594594594595,0.3081081081081081,"[0.2459,0.3757]",33,0.0891891891891892,147,0.3972972972972973,134,0.3621621621621622,56,0.1513513513513513 | |
| Gemma-4-31B-it LAB text-no-tool,labbench__text_no_tool__gemma_4_31b_text_no_tool,confidence_gate_escalation_conf_lt_70_parseable,1186,0.8111298482293423,0.8895446880269815,0.0784148397976391,"[0.0531,0.1062]",72,0.0607082630691399,165,0.1391231028667791,890,0.7504215851602024,59,0.0497470489038785 | |
| gpt-oss-120b LAB text-no-tool,labbench__text_no_tool__gpt_oss_120b_text_no_tool,all,1542,0.5927367055771725,0.8125810635538262,0.2198443579766537,"[0.1952,0.2445]",50,0.0324254215304799,389,0.2522697795071336,864,0.5603112840466926,239,0.1549935149156939 | |
| gpt-oss-120b LAB text-no-tool,labbench__text_no_tool__gpt_oss_120b_text_no_tool,baseline_failed,1071,0.4397759103641456,0.742296918767507,0.3025210084033613,"[0.2717,0.3361]",42,0.0392156862745098,366,0.3417366946778711,429,0.4005602240896359,234,0.2184873949579832 | |
| gpt-oss-120b LAB text-no-tool,labbench__text_no_tool__gpt_oss_120b_text_no_tool,baseline_and_single_failed,651,0.2918586789554531,0.6390168970814132,0.34715821812596,"[0.3088,0.3886]",25,0.0384024577572964,251,0.3855606758832565,165,0.2534562211981567,210,0.3225806451612903 | |
| gpt-oss-120b LAB text-no-tool,labbench__text_no_tool__gpt_oss_120b_text_no_tool,confidence_gate_escalation_conf_lt_70_parseable,1048,0.6001908396946565,0.8196564885496184,0.2194656488549618,"[0.1908,0.2490]",39,0.0372137404580152,269,0.2566793893129771,590,0.5629770992366412,150,0.1431297709923664 | |