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csv_reports/AR_Lopti_detailed_metrics.csv

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csv_reports/CCPO_beta0.5_detailed_metrics.csv

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csv_reports/summary_report_step_0.csv

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csv_reports/summary_report_step_100.csv

@@ -0,0 +1,10 @@
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csv_reports/summary_report_steps_80_90_100_avg.csv

@@ -0,0 +1,10 @@
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csv_reports/summary_report_steps_80_90_100_avg_all.csv

@@ -0,0 +1,8 @@
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+$\mathrm{C}^2\mathrm{GSPG}(\beta=0.01)$,0.1633,0.0213,0.7304,0.0144,0.7739,0.0182,0.5425,0.0261,0.4024,0.0240,0.3986,0.0271,0.7215,0.0075,0.2498,0.0068,0.2269,0.0088,0.1836,0.0072,0.7052,0.0095,0.7458,0.0095,0.2386,0.0041,0.6664,0.0045,0.6983,0.0047,0.8272,0.0015,0.1495,0.0014,0.1037,0.0034,0.4461,0.0062,0.4839,0.0054,0.4912,0.0062

csv_reports/summary_report_steps_90_100_avg.csv

@@ -0,0 +1,19 @@
+Method,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,MACRO_AVG_ACC_mean,MACRO_AVG_ACC_std,MACRO_AVG_BS_mean,MACRO_AVG_BS_std,MACRO_AVG_ECE_mean,MACRO_AVG_ECE_std
+GPG,0.1497,0.0403,0.7274,0.0382,0.7776,0.0419,0.5754,0.0356,0.3689,0.0308,0.3584,0.0353,0.6927,0.0085,0.2719,0.0083,0.247,0.0096,0.16,0.0137,0.7134,0.0125,0.7607,0.0139,0.2297,0.0055,0.6623,0.0048,0.6983,0.0055,0.802,0.0066,0.1709,0.0063,0.1254,0.0081,0.4349,0.2645,0.4858,0.2236,0.4946,0.2609
+GSPO,0.1211,0.0298,0.7465,0.0233,0.8022,0.028,0.5423,0.0252,0.3946,0.0212,0.3874,0.025,0.7012,0.0056,0.2622,0.0047,0.2347,0.0056,0.1659,0.0068,0.7043,0.0052,0.752,0.0061,0.2324,0.0052,0.6538,0.0054,0.6914,0.0061,0.8065,0.0051,0.1655,0.0045,0.1144,0.0057,0.4282,0.2684,0.4878,0.2254,0.497,0.2656
+GRPO,0.1097,0.0342,0.7662,0.0294,0.8189,0.0342,0.5472,0.032,0.3927,0.0283,0.3855,0.0322,0.6996,0.0057,0.2647,0.0049,0.2393,0.0063,0.1589,0.0086,0.7146,0.008,0.7621,0.0087,0.2341,0.0055,0.6558,0.0052,0.692,0.0056,0.793,0.0067,0.1791,0.0061,0.1356,0.0083,0.4238,0.2685,0.4955,0.2276,0.5056,0.2649
+AR_Lopti,0.1547,0.0444,0.6983,0.0367,0.7561,0.043,0.5677,0.0308,0.3611,0.0252,0.3521,0.0312,0.6989,0.0086,0.2602,0.0073,0.2306,0.0083,0.1733,0.0077,0.6841,0.0085,0.7359,0.0089,0.241,0.0073,0.631,0.0053,0.6721,0.0067,0.802,0.0067,0.1683,0.0058,0.1167,0.0082,0.4396,0.2603,0.4672,0.2124,0.4772,0.2547
+CCPO (beta=0.5),0.1392,0.022,0.7097,0.0228,0.766,0.0238,0.531,0.0464,0.3904,0.0417,0.3715,0.0493,0.7096,0.0051,0.2471,0.0046,0.1964,0.0056,0.1733,0.0111,0.6602,0.0124,0.7172,0.0128,0.2338,0.0065,0.6254,0.0066,0.6656,0.0071,0.8243,0.0036,0.146,0.0025,0.06,0.0047,0.4352,0.2685,0.4631,0.2154,0.4628,0.2706
+,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Method,aime24_mean,aime24_std,,,,,amc23_mean_acc,amc23_std_acc,,,,,math_500_mean_acc,math_500_std_acc,,,,,minerv_mean_acc,minerva_std_acc,,,,,olympiadbench_mean_acc,olympiadbench_std_acc,,,,,gsm8k_mean_acc,gsm8k_std_acc,,,,,AVG_ACC,AVG_BS,AVG_ECE,,,
+GPG,0.1497,0.0403,,,,,0.5754,0.0356,,,,,0.6927,0.0085,,,,,0.16,0.0137,,,,,0.2297,0.0055,,,,,0.802,0.0066,,,,,0.4349,0.4858,0.4946,,,
+GSPO,0.1211,0.0298,,,,,0.5423,0.0252,,,,,0.7012,0.0056,,,,,0.1659,0.0068,,,,,0.2324,0.0052,,,,,0.8065,0.0051,,,,,0.4282,0.4878,0.497,,,
+GRPO,0.1097,0.0342,,,,,0.5472,0.032,,,,,0.6996,0.0057,,,,,0.1589,0.0086,,,,,0.2341,0.0055,,,,,0.793,0.0067,,,,,0.4238,0.4955,0.5056,,,
+AR_Lopti,0.1547,0.0444,,,,,0.5677,0.0308,,,,,0.6989,0.0086,,,,,0.1733,0.0077,,,,,0.241,0.0073,,,,,0.802,0.0067,,,,,0.4396,0.4672,0.4772,,,
+Our,0.1392,0.022,,,,,0.531,0.0464,,,,,0.7096,0.0051,,,,,0.1733,0.0111,,,,,0.2338,0.0065,,,,,0.8243,0.0036,,,,,0.4352,0.4631,0.4628,,,