Spaces:
Running
Running
data: commit mu-math numbers
Browse files- data/mu_math_eval_results.json +883 -19
data/mu_math_eval_results.json
CHANGED
|
@@ -1,20 +1,884 @@
|
|
| 1 |
[
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
[
|
| 2 |
+
{
|
| 3 |
+
"model_name": "google/gemini-1.5-flash",
|
| 4 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 5 |
+
"mu_math": [
|
| 6 |
+
0.749,
|
| 7 |
+
0.748,
|
| 8 |
+
0.763,
|
| 9 |
+
0.633,
|
| 10 |
+
0.883,
|
| 11 |
+
0.862,
|
| 12 |
+
0.676
|
| 13 |
+
],
|
| 14 |
+
"GPT-4o": [
|
| 15 |
+
0.705,
|
| 16 |
+
0.701,
|
| 17 |
+
0.716,
|
| 18 |
+
0.579,
|
| 19 |
+
0.84,
|
| 20 |
+
0.794,
|
| 21 |
+
0.651
|
| 22 |
+
],
|
| 23 |
+
"Gemini-1.5-Pro": [
|
| 24 |
+
0.749,
|
| 25 |
+
0.739,
|
| 26 |
+
0.772,
|
| 27 |
+
0.677,
|
| 28 |
+
0.915,
|
| 29 |
+
0.948,
|
| 30 |
+
0.551
|
| 31 |
+
],
|
| 32 |
+
"Llama-3.1-70B-Instruct": [
|
| 33 |
+
0.83,
|
| 34 |
+
0.806,
|
| 35 |
+
0.811,
|
| 36 |
+
0.67,
|
| 37 |
+
0.92,
|
| 38 |
+
0.823,
|
| 39 |
+
0.833
|
| 40 |
+
],
|
| 41 |
+
"Qwen2.5-72B-Instruct": [
|
| 42 |
+
0.712,
|
| 43 |
+
0.712,
|
| 44 |
+
0.731,
|
| 45 |
+
0.606,
|
| 46 |
+
0.853,
|
| 47 |
+
0.847,
|
| 48 |
+
0.619
|
| 49 |
+
]
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"model_name": "google/gemini-1.5-pro",
|
| 53 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 54 |
+
"mu_math": [
|
| 55 |
+
0.807,
|
| 56 |
+
0.807,
|
| 57 |
+
0.809,
|
| 58 |
+
0.775,
|
| 59 |
+
0.845,
|
| 60 |
+
0.852,
|
| 61 |
+
0.764
|
| 62 |
+
],
|
| 63 |
+
"GPT-4o": [
|
| 64 |
+
0.782,
|
| 65 |
+
0.782,
|
| 66 |
+
0.783,
|
| 67 |
+
0.764,
|
| 68 |
+
0.802,
|
| 69 |
+
0.805,
|
| 70 |
+
0.761
|
| 71 |
+
],
|
| 72 |
+
"Gemini-1.5-Pro": [
|
| 73 |
+
0.815,
|
| 74 |
+
0.795,
|
| 75 |
+
0.802,
|
| 76 |
+
0.81,
|
| 77 |
+
0.829,
|
| 78 |
+
0.916,
|
| 79 |
+
0.654
|
| 80 |
+
],
|
| 81 |
+
"Llama-3.1-70B-Instruct": [
|
| 82 |
+
0.852,
|
| 83 |
+
0.836,
|
| 84 |
+
0.837,
|
| 85 |
+
0.753,
|
| 86 |
+
0.908,
|
| 87 |
+
0.82,
|
| 88 |
+
0.868
|
| 89 |
+
],
|
| 90 |
+
"Qwen2.5-72B-Instruct": [
|
| 91 |
+
0.779,
|
| 92 |
+
0.777,
|
| 93 |
+
0.78,
|
| 94 |
+
0.755,
|
| 95 |
+
0.81,
|
| 96 |
+
0.842,
|
| 97 |
+
0.712
|
| 98 |
+
]
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"model_name": "gpt-4o-mini-2024-07-18",
|
| 102 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 103 |
+
"mu_math": [
|
| 104 |
+
0.725,
|
| 105 |
+
0.723,
|
| 106 |
+
0.743,
|
| 107 |
+
0.59,
|
| 108 |
+
0.881,
|
| 109 |
+
0.851,
|
| 110 |
+
0.651
|
| 111 |
+
],
|
| 112 |
+
"GPT-4o": [
|
| 113 |
+
0.708,
|
| 114 |
+
0.704,
|
| 115 |
+
0.722,
|
| 116 |
+
0.564,
|
| 117 |
+
0.863,
|
| 118 |
+
0.814,
|
| 119 |
+
0.649
|
| 120 |
+
],
|
| 121 |
+
"Gemini-1.5-Pro": [
|
| 122 |
+
0.705,
|
| 123 |
+
0.696,
|
| 124 |
+
0.733,
|
| 125 |
+
0.63,
|
| 126 |
+
0.878,
|
| 127 |
+
0.922,
|
| 128 |
+
0.507
|
| 129 |
+
],
|
| 130 |
+
"Llama-3.1-70B-Instruct": [
|
| 131 |
+
0.793,
|
| 132 |
+
0.762,
|
| 133 |
+
0.768,
|
| 134 |
+
0.598,
|
| 135 |
+
0.902,
|
| 136 |
+
0.773,
|
| 137 |
+
0.801
|
| 138 |
+
],
|
| 139 |
+
"Qwen2.5-72B-Instruct": [
|
| 140 |
+
0.694,
|
| 141 |
+
0.693,
|
| 142 |
+
0.721,
|
| 143 |
+
0.561,
|
| 144 |
+
0.871,
|
| 145 |
+
0.853,
|
| 146 |
+
0.598
|
| 147 |
+
]
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"model_name": "gpt-4o-2024-08-06",
|
| 151 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 152 |
+
"mu_math": [
|
| 153 |
+
0.774,
|
| 154 |
+
0.774,
|
| 155 |
+
0.781,
|
| 156 |
+
0.701,
|
| 157 |
+
0.859,
|
| 158 |
+
0.851,
|
| 159 |
+
0.713
|
| 160 |
+
],
|
| 161 |
+
"GPT-4o": [
|
| 162 |
+
0.775,
|
| 163 |
+
0.775,
|
| 164 |
+
0.778,
|
| 165 |
+
0.721,
|
| 166 |
+
0.832,
|
| 167 |
+
0.821,
|
| 168 |
+
0.736
|
| 169 |
+
],
|
| 170 |
+
"Gemini-1.5-Pro": [
|
| 171 |
+
0.742,
|
| 172 |
+
0.726,
|
| 173 |
+
0.746,
|
| 174 |
+
0.704,
|
| 175 |
+
0.829,
|
| 176 |
+
0.905,
|
| 177 |
+
0.548
|
| 178 |
+
],
|
| 179 |
+
"Llama-3.1-70B-Instruct": [
|
| 180 |
+
0.838,
|
| 181 |
+
0.818,
|
| 182 |
+
0.82,
|
| 183 |
+
0.711,
|
| 184 |
+
0.908,
|
| 185 |
+
0.812,
|
| 186 |
+
0.849
|
| 187 |
+
],
|
| 188 |
+
"Qwen2.5-72B-Instruct": [
|
| 189 |
+
0.742,
|
| 190 |
+
0.742,
|
| 191 |
+
0.752,
|
| 192 |
+
0.671,
|
| 193 |
+
0.836,
|
| 194 |
+
0.846,
|
| 195 |
+
0.655
|
| 196 |
+
]
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"model_name": "meta-llama/Llama-3.1-8B-Instruct",
|
| 200 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 201 |
+
"mu_math": [
|
| 202 |
+
0.52,
|
| 203 |
+
0.52,
|
| 204 |
+
0.523,
|
| 205 |
+
0.487,
|
| 206 |
+
0.559,
|
| 207 |
+
0.56,
|
| 208 |
+
0.485
|
| 209 |
+
],
|
| 210 |
+
"GPT-4o": [
|
| 211 |
+
0.513,
|
| 212 |
+
0.512,
|
| 213 |
+
0.515,
|
| 214 |
+
0.464,
|
| 215 |
+
0.565,
|
| 216 |
+
0.533,
|
| 217 |
+
0.497
|
| 218 |
+
],
|
| 219 |
+
"Gemini-1.5-Pro": [
|
| 220 |
+
0.572,
|
| 221 |
+
0.555,
|
| 222 |
+
0.579,
|
| 223 |
+
0.55,
|
| 224 |
+
0.622,
|
| 225 |
+
0.77,
|
| 226 |
+
0.375
|
| 227 |
+
],
|
| 228 |
+
"Llama-3.1-70B-Instruct": [
|
| 229 |
+
0.509,
|
| 230 |
+
0.492,
|
| 231 |
+
0.497,
|
| 232 |
+
0.454,
|
| 233 |
+
0.54,
|
| 234 |
+
0.355,
|
| 235 |
+
0.639
|
| 236 |
+
],
|
| 237 |
+
"Qwen2.5-72B-Instruct": [
|
| 238 |
+
0.487,
|
| 239 |
+
0.487,
|
| 240 |
+
0.493,
|
| 241 |
+
0.452,
|
| 242 |
+
0.534,
|
| 243 |
+
0.565,
|
| 244 |
+
0.422
|
| 245 |
+
]
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"model_name": "meta-llama/Llama-3.1-70B-Instruct",
|
| 249 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 250 |
+
"mu_math": [
|
| 251 |
+
0.612,
|
| 252 |
+
0.61,
|
| 253 |
+
0.61,
|
| 254 |
+
0.625,
|
| 255 |
+
0.596,
|
| 256 |
+
0.641,
|
| 257 |
+
0.579
|
| 258 |
+
],
|
| 259 |
+
"GPT-4o": [
|
| 260 |
+
0.694,
|
| 261 |
+
0.694,
|
| 262 |
+
0.694,
|
| 263 |
+
0.671,
|
| 264 |
+
0.718,
|
| 265 |
+
0.718,
|
| 266 |
+
0.671
|
| 267 |
+
],
|
| 268 |
+
"Gemini-1.5-Pro": [
|
| 269 |
+
0.613,
|
| 270 |
+
0.588,
|
| 271 |
+
0.603,
|
| 272 |
+
0.614,
|
| 273 |
+
0.61,
|
| 274 |
+
0.784,
|
| 275 |
+
0.407
|
| 276 |
+
],
|
| 277 |
+
"Llama-3.1-70B-Instruct": [
|
| 278 |
+
0.576,
|
| 279 |
+
0.57,
|
| 280 |
+
0.586,
|
| 281 |
+
0.639,
|
| 282 |
+
0.54,
|
| 283 |
+
0.437,
|
| 284 |
+
0.729
|
| 285 |
+
],
|
| 286 |
+
"Qwen2.5-72B-Instruct": [
|
| 287 |
+
0.565,
|
| 288 |
+
0.56,
|
| 289 |
+
0.56,
|
| 290 |
+
0.587,
|
| 291 |
+
0.534,
|
| 292 |
+
0.628,
|
| 293 |
+
0.492
|
| 294 |
+
]
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"model_name": "Qwen/Qwen2.5-7B-Instruct",
|
| 298 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 299 |
+
"mu_math": [
|
| 300 |
+
0.699,
|
| 301 |
+
0.693,
|
| 302 |
+
0.697,
|
| 303 |
+
0.787,
|
| 304 |
+
0.598,
|
| 305 |
+
0.693,
|
| 306 |
+
0.708
|
| 307 |
+
],
|
| 308 |
+
"GPT-4o": [
|
| 309 |
+
0.69,
|
| 310 |
+
0.683,
|
| 311 |
+
0.693,
|
| 312 |
+
0.814,
|
| 313 |
+
0.557,
|
| 314 |
+
0.663,
|
| 315 |
+
0.737
|
| 316 |
+
],
|
| 317 |
+
"Gemini-1.5-Pro": [
|
| 318 |
+
0.734,
|
| 319 |
+
0.691,
|
| 320 |
+
0.692,
|
| 321 |
+
0.794,
|
| 322 |
+
0.598,
|
| 323 |
+
0.82,
|
| 324 |
+
0.557
|
| 325 |
+
],
|
| 326 |
+
"Llama-3.1-70B-Instruct": [
|
| 327 |
+
0.731,
|
| 328 |
+
0.723,
|
| 329 |
+
0.733,
|
| 330 |
+
0.784,
|
| 331 |
+
0.701,
|
| 332 |
+
0.594,
|
| 333 |
+
0.853
|
| 334 |
+
],
|
| 335 |
+
"Qwen2.5-72B-Instruct": [
|
| 336 |
+
0.642,
|
| 337 |
+
0.624,
|
| 338 |
+
0.628,
|
| 339 |
+
0.755,
|
| 340 |
+
0.491,
|
| 341 |
+
0.665,
|
| 342 |
+
0.6
|
| 343 |
+
]
|
| 344 |
+
},
|
| 345 |
+
{
|
| 346 |
+
"model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 347 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 348 |
+
"mu_math": [
|
| 349 |
+
0.757,
|
| 350 |
+
0.756,
|
| 351 |
+
0.756,
|
| 352 |
+
0.771,
|
| 353 |
+
0.742,
|
| 354 |
+
0.775,
|
| 355 |
+
0.737
|
| 356 |
+
],
|
| 357 |
+
"GPT-4o": [
|
| 358 |
+
0.738,
|
| 359 |
+
0.737,
|
| 360 |
+
0.738,
|
| 361 |
+
0.764,
|
| 362 |
+
0.71,
|
| 363 |
+
0.738,
|
| 364 |
+
0.738
|
| 365 |
+
],
|
| 366 |
+
"Gemini-1.5-Pro": [
|
| 367 |
+
0.771,
|
| 368 |
+
0.742,
|
| 369 |
+
0.745,
|
| 370 |
+
0.794,
|
| 371 |
+
0.72,
|
| 372 |
+
0.867,
|
| 373 |
+
0.602
|
| 374 |
+
],
|
| 375 |
+
"Llama-3.1-70B-Instruct": [
|
| 376 |
+
0.808,
|
| 377 |
+
0.793,
|
| 378 |
+
0.793,
|
| 379 |
+
0.753,
|
| 380 |
+
0.839,
|
| 381 |
+
0.723,
|
| 382 |
+
0.859
|
| 383 |
+
],
|
| 384 |
+
"Qwen2.5-72B-Instruct": [
|
| 385 |
+
0.712,
|
| 386 |
+
0.705,
|
| 387 |
+
0.705,
|
| 388 |
+
0.761,
|
| 389 |
+
0.647,
|
| 390 |
+
0.742,
|
| 391 |
+
0.67
|
| 392 |
+
]
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"model_name": "Qwen/Qwen2.5-Math-7B-Instruct",
|
| 396 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 397 |
+
"mu_math": [
|
| 398 |
+
0.633,
|
| 399 |
+
0.619,
|
| 400 |
+
0.628,
|
| 401 |
+
0.766,
|
| 402 |
+
0.479,
|
| 403 |
+
0.629,
|
| 404 |
+
0.639
|
| 405 |
+
],
|
| 406 |
+
"GPT-4o": [
|
| 407 |
+
0.587,
|
| 408 |
+
0.572,
|
| 409 |
+
0.586,
|
| 410 |
+
0.75,
|
| 411 |
+
0.412,
|
| 412 |
+
0.577,
|
| 413 |
+
0.607
|
| 414 |
+
],
|
| 415 |
+
"Gemini-1.5-Pro": [
|
| 416 |
+
0.694,
|
| 417 |
+
0.638,
|
| 418 |
+
0.638,
|
| 419 |
+
0.778,
|
| 420 |
+
0.5,
|
| 421 |
+
0.782,
|
| 422 |
+
0.494
|
| 423 |
+
],
|
| 424 |
+
"Llama-3.1-70B-Instruct": [
|
| 425 |
+
0.638,
|
| 426 |
+
0.638,
|
| 427 |
+
0.684,
|
| 428 |
+
0.856,
|
| 429 |
+
0.517,
|
| 430 |
+
0.497,
|
| 431 |
+
0.865
|
| 432 |
+
],
|
| 433 |
+
"Qwen2.5-72B-Instruct": [
|
| 434 |
+
0.613,
|
| 435 |
+
0.597,
|
| 436 |
+
0.598,
|
| 437 |
+
0.71,
|
| 438 |
+
0.483,
|
| 439 |
+
0.647,
|
| 440 |
+
0.554
|
| 441 |
+
]
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"model_name": "Qwen/Qwen2.5-Math-72B-Instruct",
|
| 445 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 446 |
+
"mu_math": [
|
| 447 |
+
0.744,
|
| 448 |
+
0.74,
|
| 449 |
+
0.742,
|
| 450 |
+
0.809,
|
| 451 |
+
0.668,
|
| 452 |
+
0.738,
|
| 453 |
+
0.752
|
| 454 |
+
],
|
| 455 |
+
"GPT-4o": [
|
| 456 |
+
0.686,
|
| 457 |
+
0.682,
|
| 458 |
+
0.687,
|
| 459 |
+
0.779,
|
| 460 |
+
0.588,
|
| 461 |
+
0.669,
|
| 462 |
+
0.713
|
| 463 |
+
],
|
| 464 |
+
"Gemini-1.5-Pro": [
|
| 465 |
+
0.797,
|
| 466 |
+
0.768,
|
| 467 |
+
0.77,
|
| 468 |
+
0.825,
|
| 469 |
+
0.732,
|
| 470 |
+
0.876,
|
| 471 |
+
0.645
|
| 472 |
+
],
|
| 473 |
+
"Llama-3.1-70B-Instruct": [
|
| 474 |
+
0.782,
|
| 475 |
+
0.773,
|
| 476 |
+
0.779,
|
| 477 |
+
0.814,
|
| 478 |
+
0.764,
|
| 479 |
+
0.658,
|
| 480 |
+
0.881
|
| 481 |
+
],
|
| 482 |
+
"Qwen2.5-72B-Instruct": [
|
| 483 |
+
0.708,
|
| 484 |
+
0.693,
|
| 485 |
+
0.698,
|
| 486 |
+
0.813,
|
| 487 |
+
0.569,
|
| 488 |
+
0.716,
|
| 489 |
+
0.695
|
| 490 |
+
]
|
| 491 |
+
},
|
| 492 |
+
{
|
| 493 |
+
"model_name": "claude-sonnet-3-5",
|
| 494 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 495 |
+
"mu_math": [
|
| 496 |
+
0.75,
|
| 497 |
+
0.748,
|
| 498 |
+
0.766,
|
| 499 |
+
0.625,
|
| 500 |
+
0.895,
|
| 501 |
+
0.873,
|
| 502 |
+
0.674
|
| 503 |
+
],
|
| 504 |
+
"GPT-4o": [
|
| 505 |
+
0.727,
|
| 506 |
+
0.722,
|
| 507 |
+
0.742,
|
| 508 |
+
0.579,
|
| 509 |
+
0.885,
|
| 510 |
+
0.844,
|
| 511 |
+
0.663
|
| 512 |
+
],
|
| 513 |
+
"Gemini-1.5-Pro": [
|
| 514 |
+
0.753,
|
| 515 |
+
0.738,
|
| 516 |
+
0.759,
|
| 517 |
+
0.709,
|
| 518 |
+
0.854,
|
| 519 |
+
0.918,
|
| 520 |
+
0.56
|
| 521 |
+
],
|
| 522 |
+
"Llama-3.1-70B-Instruct": [
|
| 523 |
+
0.812,
|
| 524 |
+
0.779,
|
| 525 |
+
0.79,
|
| 526 |
+
0.598,
|
| 527 |
+
0.931,
|
| 528 |
+
0.829,
|
| 529 |
+
0.806
|
| 530 |
+
],
|
| 531 |
+
"Qwen2.5-72B-Instruct": [
|
| 532 |
+
0.708,
|
| 533 |
+
0.708,
|
| 534 |
+
0.734,
|
| 535 |
+
0.581,
|
| 536 |
+
0.879,
|
| 537 |
+
0.865,
|
| 538 |
+
0.611
|
| 539 |
+
]
|
| 540 |
+
},
|
| 541 |
+
{
|
| 542 |
+
"model_name": "mistralai/Ministral-8B-Instruct-2410",
|
| 543 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 544 |
+
"mu_math": [
|
| 545 |
+
0.605,
|
| 546 |
+
0.605,
|
| 547 |
+
0.609,
|
| 548 |
+
0.559,
|
| 549 |
+
0.658,
|
| 550 |
+
0.654,
|
| 551 |
+
0.564
|
| 552 |
+
],
|
| 553 |
+
"GPT-4o": [
|
| 554 |
+
0.631,
|
| 555 |
+
0.629,
|
| 556 |
+
0.637,
|
| 557 |
+
0.536,
|
| 558 |
+
0.733,
|
| 559 |
+
0.682,
|
| 560 |
+
0.596
|
| 561 |
+
],
|
| 562 |
+
"Gemini-1.5-Pro": [
|
| 563 |
+
0.613,
|
| 564 |
+
0.583,
|
| 565 |
+
0.594,
|
| 566 |
+
0.63,
|
| 567 |
+
0.573,
|
| 568 |
+
0.773,
|
| 569 |
+
0.402
|
| 570 |
+
],
|
| 571 |
+
"Llama-3.1-70B-Instruct": [
|
| 572 |
+
0.649,
|
| 573 |
+
0.631,
|
| 574 |
+
0.634,
|
| 575 |
+
0.598,
|
| 576 |
+
0.678,
|
| 577 |
+
0.509,
|
| 578 |
+
0.752
|
| 579 |
+
],
|
| 580 |
+
"Qwen2.5-72B-Instruct": [
|
| 581 |
+
0.528,
|
| 582 |
+
0.528,
|
| 583 |
+
0.537,
|
| 584 |
+
0.471,
|
| 585 |
+
0.603,
|
| 586 |
+
0.613,
|
| 587 |
+
0.461
|
| 588 |
+
]
|
| 589 |
+
},
|
| 590 |
+
{
|
| 591 |
+
"model_name": "mistralai/Mistral-Large-Instruct-2411",
|
| 592 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 593 |
+
"mu_math": [
|
| 594 |
+
0.767,
|
| 595 |
+
0.766,
|
| 596 |
+
0.767,
|
| 597 |
+
0.757,
|
| 598 |
+
0.777,
|
| 599 |
+
0.797,
|
| 600 |
+
0.735
|
| 601 |
+
],
|
| 602 |
+
"GPT-4o": [
|
| 603 |
+
0.76,
|
| 604 |
+
0.76,
|
| 605 |
+
0.76,
|
| 606 |
+
0.757,
|
| 607 |
+
0.763,
|
| 608 |
+
0.774,
|
| 609 |
+
0.746
|
| 610 |
+
],
|
| 611 |
+
"Gemini-1.5-Pro": [
|
| 612 |
+
0.779,
|
| 613 |
+
0.75,
|
| 614 |
+
0.754,
|
| 615 |
+
0.799,
|
| 616 |
+
0.732,
|
| 617 |
+
0.873,
|
| 618 |
+
0.612
|
| 619 |
+
],
|
| 620 |
+
"Llama-3.1-70B-Instruct": [
|
| 621 |
+
0.801,
|
| 622 |
+
0.786,
|
| 623 |
+
0.786,
|
| 624 |
+
0.753,
|
| 625 |
+
0.828,
|
| 626 |
+
0.709,
|
| 627 |
+
0.857
|
| 628 |
+
],
|
| 629 |
+
"Qwen2.5-72B-Instruct": [
|
| 630 |
+
0.727,
|
| 631 |
+
0.725,
|
| 632 |
+
0.728,
|
| 633 |
+
0.71,
|
| 634 |
+
0.75,
|
| 635 |
+
0.791,
|
| 636 |
+
0.659
|
| 637 |
+
]
|
| 638 |
+
},
|
| 639 |
+
{
|
| 640 |
+
"model_name": "gemini-2.0-flash-thinking-exp-01-21",
|
| 641 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 642 |
+
"mu_math": [
|
| 643 |
+
0.812,
|
| 644 |
+
0.81,
|
| 645 |
+
0.816,
|
| 646 |
+
0.891,
|
| 647 |
+
0.732,
|
| 648 |
+
0.769,
|
| 649 |
+
0.871
|
| 650 |
+
],
|
| 651 |
+
"GPT-4o": [
|
| 652 |
+
0.754,
|
| 653 |
+
0.743,
|
| 654 |
+
0.764,
|
| 655 |
+
0.917,
|
| 656 |
+
0.576,
|
| 657 |
+
0.702,
|
| 658 |
+
0.864
|
| 659 |
+
],
|
| 660 |
+
"Gemini-1.5-Pro": [
|
| 661 |
+
0.87,
|
| 662 |
+
0.858,
|
| 663 |
+
0.86,
|
| 664 |
+
0.93,
|
| 665 |
+
0.769,
|
| 666 |
+
0.87,
|
| 667 |
+
0.87
|
| 668 |
+
],
|
| 669 |
+
"Llama-3.1-70B-Instruct": [
|
| 670 |
+
0.855,
|
| 671 |
+
0.833,
|
| 672 |
+
0.834,
|
| 673 |
+
0.81,
|
| 674 |
+
0.875,
|
| 675 |
+
0.739,
|
| 676 |
+
0.913
|
| 677 |
+
],
|
| 678 |
+
"Qwen2.5-72B-Instruct": [
|
| 679 |
+
0.768,
|
| 680 |
+
0.76,
|
| 681 |
+
0.766,
|
| 682 |
+
0.868,
|
| 683 |
+
0.645,
|
| 684 |
+
0.75,
|
| 685 |
+
0.8
|
| 686 |
+
]
|
| 687 |
+
},
|
| 688 |
+
{
|
| 689 |
+
"model_name": "o1",
|
| 690 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 691 |
+
"mu_math": [
|
| 692 |
+
0.895,
|
| 693 |
+
0.895,
|
| 694 |
+
0.895,
|
| 695 |
+
0.906,
|
| 696 |
+
0.884,
|
| 697 |
+
0.887,
|
| 698 |
+
0.904
|
| 699 |
+
],
|
| 700 |
+
"GPT-4o": [
|
| 701 |
+
0.884,
|
| 702 |
+
0.884,
|
| 703 |
+
0.884,
|
| 704 |
+
0.889,
|
| 705 |
+
0.879,
|
| 706 |
+
0.889,
|
| 707 |
+
0.879
|
| 708 |
+
],
|
| 709 |
+
"Gemini-1.5-Pro": [
|
| 710 |
+
0.913,
|
| 711 |
+
0.906,
|
| 712 |
+
0.907,
|
| 713 |
+
0.953,
|
| 714 |
+
0.846,
|
| 715 |
+
0.911,
|
| 716 |
+
0.917
|
| 717 |
+
],
|
| 718 |
+
"Llama-3.1-70B-Instruct": [
|
| 719 |
+
0.942,
|
| 720 |
+
0.932,
|
| 721 |
+
0.932,
|
| 722 |
+
0.905,
|
| 723 |
+
0.958,
|
| 724 |
+
0.905,
|
| 725 |
+
0.958
|
| 726 |
+
],
|
| 727 |
+
"Qwen2.5-72B-Instruct": [
|
| 728 |
+
0.841,
|
| 729 |
+
0.838,
|
| 730 |
+
0.839,
|
| 731 |
+
0.868,
|
| 732 |
+
0.806,
|
| 733 |
+
0.846,
|
| 734 |
+
0.833
|
| 735 |
+
]
|
| 736 |
+
},
|
| 737 |
+
{
|
| 738 |
+
"model_name": "Qwen/QwQ-32B-Preview",
|
| 739 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 740 |
+
"mu_math": [
|
| 741 |
+
0.833,
|
| 742 |
+
0.832,
|
| 743 |
+
0.838,
|
| 744 |
+
0.913,
|
| 745 |
+
0.754,
|
| 746 |
+
0.787,
|
| 747 |
+
0.897
|
| 748 |
+
],
|
| 749 |
+
"GPT-4o": [
|
| 750 |
+
0.783,
|
| 751 |
+
0.78,
|
| 752 |
+
0.784,
|
| 753 |
+
0.861,
|
| 754 |
+
0.697,
|
| 755 |
+
0.756,
|
| 756 |
+
0.821
|
| 757 |
+
],
|
| 758 |
+
"Gemini-1.5-Pro": [
|
| 759 |
+
0.826,
|
| 760 |
+
0.8,
|
| 761 |
+
0.814,
|
| 762 |
+
0.953,
|
| 763 |
+
0.615,
|
| 764 |
+
0.804,
|
| 765 |
+
0.889
|
| 766 |
+
],
|
| 767 |
+
"Llama-3.1-70B-Instruct": [
|
| 768 |
+
0.855,
|
| 769 |
+
0.84,
|
| 770 |
+
0.848,
|
| 771 |
+
0.905,
|
| 772 |
+
0.833,
|
| 773 |
+
0.704,
|
| 774 |
+
0.952
|
| 775 |
+
],
|
| 776 |
+
"Qwen2.5-72B-Instruct": [
|
| 777 |
+
0.87,
|
| 778 |
+
0.867,
|
| 779 |
+
0.868,
|
| 780 |
+
0.921,
|
| 781 |
+
0.806,
|
| 782 |
+
0.854,
|
| 783 |
+
0.893
|
| 784 |
+
]
|
| 785 |
+
},
|
| 786 |
+
{
|
| 787 |
+
"model_name": "deepseek-ai/DeepSeek-R1",
|
| 788 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 789 |
+
"mu_math": [
|
| 790 |
+
0.822,
|
| 791 |
+
0.822,
|
| 792 |
+
0.824,
|
| 793 |
+
0.768,
|
| 794 |
+
0.877,
|
| 795 |
+
0.862,
|
| 796 |
+
0.791
|
| 797 |
+
],
|
| 798 |
+
"GPT-4o": [
|
| 799 |
+
0.797,
|
| 800 |
+
0.797,
|
| 801 |
+
0.803,
|
| 802 |
+
0.722,
|
| 803 |
+
0.879,
|
| 804 |
+
0.867,
|
| 805 |
+
0.744
|
| 806 |
+
],
|
| 807 |
+
"Gemini-1.5-Pro": [
|
| 808 |
+
0.826,
|
| 809 |
+
0.82,
|
| 810 |
+
0.823,
|
| 811 |
+
0.814,
|
| 812 |
+
0.846,
|
| 813 |
+
0.897,
|
| 814 |
+
0.733
|
| 815 |
+
],
|
| 816 |
+
"Llama-3.1-70B-Instruct": [
|
| 817 |
+
0.899,
|
| 818 |
+
0.882,
|
| 819 |
+
0.882,
|
| 820 |
+
0.857,
|
| 821 |
+
0.917,
|
| 822 |
+
0.818,
|
| 823 |
+
0.936
|
| 824 |
+
],
|
| 825 |
+
"Qwen2.5-72B-Instruct": [
|
| 826 |
+
0.768,
|
| 827 |
+
0.768,
|
| 828 |
+
0.774,
|
| 829 |
+
0.711,
|
| 830 |
+
0.839,
|
| 831 |
+
0.844,
|
| 832 |
+
0.703
|
| 833 |
+
]
|
| 834 |
+
},
|
| 835 |
+
{
|
| 836 |
+
"model_name": "o1-mini",
|
| 837 |
+
"extract_model_name": "Qwen/Qwen2.5-72B-Instruct",
|
| 838 |
+
"mu_math": [
|
| 839 |
+
0.848,
|
| 840 |
+
0.848,
|
| 841 |
+
0.848,
|
| 842 |
+
0.833,
|
| 843 |
+
0.862,
|
| 844 |
+
0.858,
|
| 845 |
+
0.838
|
| 846 |
+
],
|
| 847 |
+
"GPT-4o": [
|
| 848 |
+
0.812,
|
| 849 |
+
0.812,
|
| 850 |
+
0.813,
|
| 851 |
+
0.778,
|
| 852 |
+
0.848,
|
| 853 |
+
0.848,
|
| 854 |
+
0.778
|
| 855 |
+
],
|
| 856 |
+
"Gemini-1.5-Pro": [
|
| 857 |
+
0.87,
|
| 858 |
+
0.862,
|
| 859 |
+
0.862,
|
| 860 |
+
0.884,
|
| 861 |
+
0.846,
|
| 862 |
+
0.905,
|
| 863 |
+
0.815
|
| 864 |
+
],
|
| 865 |
+
"Llama-3.1-70B-Instruct": [
|
| 866 |
+
0.913,
|
| 867 |
+
0.897,
|
| 868 |
+
0.897,
|
| 869 |
+
0.857,
|
| 870 |
+
0.938,
|
| 871 |
+
0.857,
|
| 872 |
+
0.938
|
| 873 |
+
],
|
| 874 |
+
"Qwen2.5-72B-Instruct": [
|
| 875 |
+
0.797,
|
| 876 |
+
0.795,
|
| 877 |
+
0.795,
|
| 878 |
+
0.816,
|
| 879 |
+
0.774,
|
| 880 |
+
0.816,
|
| 881 |
+
0.774
|
| 882 |
+
]
|
| 883 |
+
}
|
| 884 |
+
]
|