csv_reports/GRPO_detailed_metrics.csv

step,aime24_mean_acc,aime24_std_acc,aime24_mean_bs,aime24_std_bs,aime24_mean_ece,aime24_std_ece,amc23_mean_acc,amc23_std_acc,amc23_mean_bs,amc23_std_bs,amc23_mean_ece,amc23_std_ece,math_500_mean_acc,math_500_std_acc,math_500_mean_bs,math_500_std_bs,math_500_mean_ece,math_500_std_ece,minerva_math_mean_acc,minerva_math_std_acc,minerva_math_mean_bs,minerva_math_std_bs,minerva_math_mean_ece,minerva_math_std_ece,olympiadbench_mean_acc,olympiadbench_std_acc,olympiadbench_mean_bs,olympiadbench_std_bs,olympiadbench_mean_ece,olympiadbench_std_ece,openai/gsm8k_mean_acc,openai/gsm8k_std_acc,openai/gsm8k_mean_bs,openai/gsm8k_std_bs,openai/gsm8k_mean_ece,openai/gsm8k_std_ece,AVG_ACC,AVG_BS,AVG_ECE
0,0.0625,0.0000,0.7787,0.0000,0.8503,0.0000,0.4469,0.0000,0.4612,0.0000,0.4701,0.0000,0.5800,0.0000,0.3565,0.0000,0.3402,0.0000,0.0993,0.0000,0.7924,0.0000,0.8363,0.0000,0.1911,0.0000,0.6699,0.0000,0.7185,0.0000,0.6763,0.0000,0.2691,0.0000,0.2329,0.0000,0.3427,0.5546,0.5747
5,0.0764,0.0357,0.7704,0.0286,0.8375,0.0339,0.3979,0.0059,0.5090,0.0052,0.5225,0.0055,0.6027,0.0019,0.3388,0.0018,0.3196,0.0020,0.1201,0.0017,0.7617,0.0021,0.8085,0.0019,0.1990,0.0037,0.6647,0.0043,0.7115,0.0045,0.6826,0.0036,0.2650,0.0027,0.2282,0.0035,0.3464,0.5516,0.5713
10,0.0722,0.0171,0.7742,0.0122,0.8418,0.0154,0.4021,0.0562,0.5010,0.0449,0.5174,0.0542,0.6300,0.0028,0.3166,0.0025,0.2951,0.0028,0.1397,0.0030,0.7363,0.0022,0.7831,0.0028,0.1951,0.0018,0.6701,0.0012,0.7170,0.0015,0.6871,0.0050,0.2627,0.0038,0.2279,0.0048,0.3544,0.5435,0.5637
15,0.0917,0.0118,0.7568,0.0163,0.8235,0.0151,0.4302,0.0243,0.4826,0.0174,0.4930,0.0227,0.6360,0.0033,0.3133,0.0028,0.2919,0.0031,0.1520,0.0062,0.7191,0.0071,0.7677,0.0070,0.2069,0.0078,0.6624,0.0074,0.7069,0.0085,0.7132,0.0050,0.2426,0.0042,0.2057,0.0050,0.3717,0.5295,0.5481
20,0.0972,0.0239,0.7553,0.0202,0.8195,0.0235,0.4510,0.0440,0.4659,0.0402,0.4726,0.0457,0.6480,0.0016,0.3034,0.0014,0.2815,0.0015,0.1544,0.0030,0.7136,0.0018,0.7642,0.0028,0.2005,0.0018,0.6686,0.0012,0.7142,0.0019,0.7271,0.0039,0.2315,0.0033,0.1937,0.0039,0.3797,0.5231,0.5409
25,0.0708,0.0272,0.7742,0.0258,0.8438,0.0277,0.4948,0.0205,0.4279,0.0116,0.4275,0.0184,0.6607,0.0019,0.2931,0.0020,0.2692,0.0022,0.1422,0.0076,0.7215,0.0065,0.7749,0.0075,0.2054,0.0082,0.6655,0.0063,0.7099,0.0081,0.7354,0.0045,0.2252,0.0036,0.1868,0.0045,0.3849,0.5179,0.5353
30,0.0778,0.0314,0.7736,0.0308,0.8400,0.0329,0.5073,0.0256,0.4187,0.0215,0.4169,0.0246,0.6673,0.0050,0.2885,0.0041,0.2639,0.0047,0.1422,0.0035,0.7209,0.0015,0.7739,0.0023,0.2099,0.0060,0.6624,0.0051,0.7062,0.0061,0.7382,0.0025,0.2233,0.0021,0.1851,0.0029,0.3904,0.5146,0.5310
35,0.0861,0.0397,0.7669,0.0347,0.8320,0.0394,0.5073,0.0258,0.4246,0.0260,0.4204,0.0278,0.6753,0.0068,0.2822,0.0056,0.2568,0.0072,0.1471,0.0104,0.7161,0.0080,0.7689,0.0103,0.2099,0.0060,0.6633,0.0051,0.7073,0.0058,0.7478,0.0052,0.2154,0.0045,0.1763,0.0057,0.3956,0.5114,0.5269
40,0.1000,0.0272,0.7589,0.0223,0.8199,0.0249,0.5375,0.0184,0.3935,0.0141,0.3879,0.0176,0.6787,0.0066,0.2801,0.0053,0.2539,0.0063,0.1471,0.0159,0.7154,0.0132,0.7688,0.0157,0.2138,0.0042,0.6611,0.0027,0.7042,0.0035,0.7546,0.0065,0.2096,0.0055,0.1699,0.0067,0.4053,0.5031,0.5174
45,0.1097,0.0553,0.7542,0.0529,0.8131,0.0569,0.5365,0.0281,0.3980,0.0235,0.3902,0.0302,0.6827,0.0109,0.2770,0.0095,0.2506,0.0112,0.1422,0.0105,0.7207,0.0074,0.7742,0.0094,0.2148,0.0063,0.6617,0.0049,0.7039,0.0061,0.7609,0.0062,0.2049,0.0054,0.1641,0.0073,0.4078,0.5027,0.5160
50,0.0986,0.0052,0.7605,0.0070,0.8225,0.0058,0.5292,0.0538,0.4035,0.0439,0.4001,0.0522,0.6727,0.0025,0.2856,0.0024,0.2610,0.0030,0.1544,0.0030,0.7094,0.0016,0.7615,0.0025,0.2222,0.0032,0.6566,0.0035,0.6976,0.0037,0.7655,0.0070,0.2013,0.0059,0.1600,0.0081,0.4071,0.5028,0.5171
55,0.0986,0.0273,0.7607,0.0313,0.8230,0.0309,0.4833,0.0015,0.4410,0.0061,0.4440,0.0027,0.6760,0.0000,0.2833,0.0005,0.2586,0.0005,0.1569,0.0046,0.7098,0.0027,0.7601,0.0033,0.2291,0.0042,0.6530,0.0051,0.6917,0.0050,0.7710,0.0062,0.1970,0.0053,0.1547,0.0078,0.4025,0.5075,0.5220
60,0.1125,0.0148,0.7452,0.0208,0.8073,0.0184,0.5167,0.0323,0.4138,0.0316,0.4118,0.0348,0.6853,0.0084,0.2761,0.0068,0.2495,0.0084,0.1569,0.0046,0.7090,0.0051,0.7596,0.0060,0.2306,0.0035,0.6514,0.0027,0.6901,0.0032,0.7728,0.0107,0.1950,0.0092,0.1530,0.0123,0.4125,0.4984,0.5119
65,0.1111,0.0129,0.7543,0.0094,0.8120,0.0123,0.5406,0.0199,0.3947,0.0208,0.3876,0.0216,0.6913,0.0090,0.2708,0.0079,0.2439,0.0097,0.1593,0.0017,0.7097,0.0026,0.7590,0.0021,0.2336,0.0025,0.6487,0.0017,0.6875,0.0022,0.7743,0.0069,0.1946,0.0056,0.1524,0.0087,0.4184,0.4955,0.5071
70,0.0889,0.0157,0.7758,0.0156,0.8353,0.0161,0.5698,0.0281,0.3676,0.0299,0.3571,0.0313,0.6853,0.0025,0.2761,0.0021,0.2507,0.0023,0.1544,0.0079,0.7130,0.0042,0.7634,0.0070,0.2360,0.0071,0.6493,0.0053,0.6866,0.0063,0.7827,0.0025,0.1876,0.0021,0.1442,0.0028,0.4195,0.4949,0.5062
75,0.1139,0.0137,0.7516,0.0170,0.8079,0.0167,0.5312,0.0345,0.4020,0.0263,0.3967,0.0326,0.6947,0.0025,0.2679,0.0014,0.2418,0.0017,0.1544,0.0060,0.7152,0.0073,0.7642,0.0077,0.2365,0.0074,0.6491,0.0068,0.6862,0.0078,0.7862,0.0091,0.1843,0.0081,0.1404,0.0105,0.4195,0.4950,0.5062
80,0.1028,0.0453,0.7640,0.0370,0.8202,0.0453,0.5490,0.0465,0.3888,0.0419,0.3803,0.0480,0.6960,0.0049,0.2672,0.0048,0.2413,0.0052,0.1618,0.0030,0.7078,0.0040,0.7567,0.0042,0.2341,0.0053,0.6517,0.0044,0.6891,0.0055,0.7902,0.0065,0.1810,0.0054,0.1367,0.0073,0.4223,0.4934,0.5041
85,0.1417,0.0266,0.7319,0.0160,0.7833,0.0232,0.5396,0.0015,0.3970,0.0037,0.3904,0.0029,0.6960,0.0071,0.2677,0.0056,0.2420,0.0065,0.1581,0.0052,0.7136,0.0055,0.7615,0.0058,0.2336,0.0061,0.6534,0.0063,0.6905,0.0068,0.7872,0.0074,0.1841,0.0066,0.1405,0.0086,0.4260,0.4913,0.5014
90,0.1431,0.0305,0.7378,0.0261,0.7859,0.0309,0.5354,0.0206,0.4011,0.0149,0.3958,0.0191,0.6973,0.0041,0.2667,0.0047,0.2412,0.0057,0.1556,0.0046,0.7167,0.0058,0.7646,0.0059,0.2346,0.0091,0.6533,0.0078,0.6904,0.0089,0.7900,0.0071,0.1816,0.0064,0.1384,0.0092,0.4260,0.4929,0.5027
95,0.0944,0.0137,0.7809,0.0154,0.8351,0.0156,0.5552,0.0345,0.3870,0.0300,0.3782,0.0342,0.7007,0.0084,0.2640,0.0065,0.2382,0.0088,0.1630,0.0017,0.7103,0.0012,0.7577,0.0018,0.2351,0.0018,0.6560,0.0026,0.6916,0.0025,0.7913,0.0056,0.1807,0.0051,0.1374,0.0075,0.4233,0.4965,0.5063
100,0.0917,0.0270,0.7801,0.0214,0.8356,0.0261,0.5510,0.0352,0.3899,0.0341,0.3826,0.0375,0.7007,0.0019,0.2635,0.0017,0.2384,0.0011,0.1581,0.0131,0.7166,0.0113,0.7641,0.0126,0.2326,0.0012,0.6580,0.0015,0.6942,0.0012,0.7978,0.0041,0.1751,0.0042,0.1311,0.0061,0.4220,0.4972,0.5077
105,0.1167,0.0368,0.7598,0.0256,0.8120,0.0328,0.5365,0.0258,0.4038,0.0274,0.3975,0.0278,0.6960,0.0043,0.2686,0.0039,0.2438,0.0037,0.1605,0.0121,0.7142,0.0113,0.7612,0.0133,0.2365,0.0092,0.6548,0.0065,0.6903,0.0083,0.7976,0.0071,0.1759,0.0068,0.1311,0.0082,0.4240,0.4962,0.5060
110,0.1222,0.0104,0.7547,0.0111,0.8071,0.0108,0.5740,0.0374,0.3699,0.0329,0.3599,0.0376,0.6913,0.0041,0.2738,0.0037,0.2493,0.0050,0.1703,0.0046,0.7065,0.0028,0.7519,0.0033,0.2365,0.0081,0.6563,0.0063,0.6916,0.0074,0.8014,0.0055,0.1721,0.0051,0.1277,0.0078,0.4326,0.4889,0.4979
115,0.1389,0.0334,0.7444,0.0353,0.7915,0.0358,0.5625,0.0381,0.3750,0.0346,0.3699,0.0389,0.7013,0.0116,0.2645,0.0101,0.2395,0.0122,0.1716,0.0076,0.7061,0.0062,0.7515,0.0071,0.2370,0.0064,0.6559,0.0053,0.6911,0.0063,0.8029,0.0103,0.1712,0.0095,0.1264,0.0130,0.4357,0.4862,0.4950
120,0.1514,0.0416,0.7290,0.0316,0.7778,0.0388,0.5719,0.0276,0.3721,0.0284,0.3635,0.0304,0.6953,0.0084,0.2700,0.0072,0.2458,0.0085,0.1630,0.0017,0.7147,0.0017,0.7604,0.0013,0.2370,0.0036,0.6564,0.0049,0.6914,0.0049,0.8057,0.0076,0.1688,0.0071,0.1240,0.0100,0.4374,0.4852,0.4938
125,0.1361,0.0433,0.7449,0.0389,0.7951,0.0429,0.5448,0.0232,0.3944,0.0208,0.3902,0.0237,0.6907,0.0034,0.2753,0.0037,0.2517,0.0029,0.1630,0.0092,0.7155,0.0081,0.7613,0.0096,0.2410,0.0025,0.6546,0.0021,0.6886,0.0026,0.8054,0.0048,0.1689,0.0047,0.1249,0.0068,0.4302,0.4923,0.5020
130,0.1722,0.0553,0.7194,0.0511,0.7621,0.0565,0.5677,0.0423,0.3734,0.0390,0.3679,0.0432,0.6920,0.0085,0.2744,0.0076,0.2508,0.0091,0.1605,0.0046,0.7195,0.0034,0.7651,0.0042,0.2365,0.0028,0.6589,0.0021,0.6937,0.0025,0.8074,0.0031,0.1673,0.0028,0.1236,0.0047,0.4394,0.4855,0.4939
135,0.1556,0.0157,0.7327,0.0188,0.7782,0.0183,0.5312,0.0290,0.4016,0.0302,0.4031,0.0313,0.6953,0.0093,0.2713,0.0085,0.2481,0.0095,0.1630,0.0046,0.7192,0.0062,0.7631,0.0059,0.2400,0.0012,0.6578,0.0031,0.6915,0.0020,0.8067,0.0055,0.1681,0.0053,0.1248,0.0070,0.4320,0.4918,0.5015