results.csv

Models,Data Source,Model Size(B),Overall,Biology,Business,Chemistry,Computer Science,Economics,Engineering,Health,History,Law,Math,Philosophy,Physics,Psychology,Other
GPT-4o (2024-05-13),TIGER-Lab,unk,0.7255,0.8675,0.7858,0.7393,0.7829,0.808,0.55,0.7212,0.7007,0.5104,0.7609,0.7014,0.7467,0.7919,0.7748
Gemini-1.5-Pro,Self-Reported,unk,0.6903,0.8466,0.7288,0.7032,0.7293,0.7844,0.4871,0.7274,0.6562,0.5077,0.7276,0.6172,0.7036,0.7720,0.7251
Claude-3-Opus,TIGER-Lab,unk,0.6845,0.8507,0.7338,0.693,0.6902,0.798,0.484,0.6845,0.6141,0.5349,0.6957,0.6352,0.6966,0.7631,0.6991
Gemini-1.5-Flash,TIGER-Lab,unk,0.5912,0.8131,0.667,0.613,0.5951,0.6943,0.4416,0.6039,0.538,0.3732,0.5958,0.4949,0.612,0.7005,0.58
Llama-3-70B-Instruct,TIGER-Lab,70,0.562,0.7812,0.6018,0.4681,0.6053,0.6841,0.4362,0.6533,0.5692,0.3991,0.5402,0.5499,0.4962,0.7017,0.5924
Claude-3-Sonnet,TIGER-Lab,unk,0.568,0.768,0.657,0.5291,0.59,0.709,0.4045,0.6332,0.5721,0.427,0.49,0.513,0.5311,0.7218,0.594
Deepseek-V2-Chat,TIGER-Lab,236,0.5481,0.6625,0.6375,0.5415,0.5171,0.6363,0.3189,0.5825,0.4528,0.4064,0.5366,0.5492,0.5396,0.6621,0.6299
Llama-3-70B,TIGER-Lab,70,0.5278,0.749,0.4994,0.417,0.5512,0.6528,0.3498,0.6174,0.5774,0.3497,0.4967,0.5691,0.4981,0.7143,0.5942
Llama-3-8B-Instruct,TIGER-Lab,8,0.4098,0.6653,0.4043,0.28,0.4244,0.5355,0.3127,0.4902,0.4226,0.2652,0.3605,0.4048,0.3441,0.594,0.46
Llama-3-8B,TIGER-Lab,8,0.3536,0.5649,0.3207,0.2482,0.3366,0.4668,0.2549,0.4328,0.3622,0.1962,0.3042,0.4048,0.3141,0.5326,0.4145
Yi-1.5-34B-Chat,TIGER-Lab,34,0.5229,0.7141,0.5843,0.4753,0.539,0.6457,0.3437,0.5819,0.5276,0.3479,0.5618,0.4629,0.4935,0.6429,0.5162
Yi-1.5-9B-Chat,TIGER-Lab,9,0.4595,0.6667,0.5425,0.3949,0.5,0.6019,0.3323,0.4352,0.4094,0.2661,0.5248,0.4008,0.4142,0.594,0.4491
Yi-1.5-6B-Chat,TIGER-Lab,6,0.3823,0.5746,0.4766,0.3074,0.4366,0.5273,0.2683,0.3362,0.3176,0.2198,0.4145,0.3327,0.3564,0.5013,0.382
Mixtral-8x7B-Instruct-v0.1,TIGER-Lab,56,0.4327,0.6764,0.4119,0.2756,0.4439,0.5581,0.2921,0.5049,0.4462,0.3206,0.3634,0.4729,0.3988,0.6341,0.4989
Mixtral-8x7B-v0.1,TIGER-Lab,56,0.4103,0.6206,0.3752,0.288,0.4683,0.5071,0.2786,0.467,0.4751,0.2707,0.3412,0.4629,0.3718,0.6103,0.4946
Qwen1.5-7B-Chat,TIGER-Lab,7,0.2906,0.4561,0.2953,0.1943,0.3195,0.41,0.1878,0.2714,0.3018,0.198,0.3064,0.2826,0.2148,0.4524,0.3323
Qwen1.5-14B-Chat,TIGER-Lab,14,0.3802,0.6151,0.3942,0.2615,0.3683,0.5142,0.2817,0.4218,0.3753,0.2489,0.3886,0.3527,0.3156,0.5251,0.4069
Llama-2-13B,TIGER-Lab,13,0.2534,0.4045,0.2484,0.1519,0.2293,0.3353,0.2023,0.3081,0.2835,0.1599,0.1651,0.3046,0.1986,0.4261,0.3344
Llama-2-7B,TIGER-Lab,7,0.2032,0.325,0.1876,0.1511,0.1829,0.3164,0.1496,0.2298,0.1942,0.1662,0.1332,0.2204,0.1694,0.317,0.2143
c4ai-command-r-v01,TIGER-Lab,35,0.379,0.5509,0.3739,0.2226,0.3829,0.5118,0.2477,0.4878,0.4751,0.3397,0.2628,0.4289,0.2833,0.5852,0.4665
Yi-6B-Chat,TIGER-Lab,6,0.2884,0.477,0.2826,0.1661,0.2659,0.3969,0.1899,0.3521,0.315,0.2162,0.2124,0.3367,0.2094,0.4912,0.3506
Yi-large,TIGER-Lab,150,0.5809,0.6987,0.6413,0.6166,0.6341,0.6813,0.4541,0.6443,0.4961,0.3624,0.6481,0.5531,0.5704,0.5063,0.6472
GPT-4-Turbo,TIGER-Lab,unk,0.6371,0.8243,0.673,0.5592,0.6854,0.7476,0.3591,0.7078,0.6772,0.5123,0.6277,0.6433,0.6097,0.7832,0.7186
MAmmoTH2-7B-Plus,TIGER-Lab,7,0.4085,0.615,0.4588,0.3604,0.3805,0.5722,0.2363,0.4009,0.3674,0.2298,0.4574,0.3346,0.396,0.5513,0.408
MAmmoTH2-8B-Plus,TIGER-Lab,8,0.4335,0.6429,0.4765,0.3904,0.4317,0.5734,0.2631,0.4132,0.4461,0.2479,0.4766,0.4208,0.398,0.5563,0.461
MAmmoTH2-8x7B-Plus,TIGER-Lab,56,0.504,0.7183,0.5615,0.4205,0.4854,0.6398,0.3395,0.5538,0.5092,0.3551,0.5026,0.481,0.4565,0.6378,0.5444
Gemma-7B,TIGER-Lab,7,0.3373,0.5649,0.3333,0.2624,0.3659,0.4242,0.227,0.3716,0.3675,0.2171,0.2509,0.3908,0.2756,0.5175,0.4091
Qwen1.5-72B-Chat,TIGER-Lab,72,0.5264,0.7280,0.5792,0.4196,0.5683,0.6540,0.3664,0.5954,0.5591,0.3851,0.5233,0.5150,0.4419,0.6767,0.5823
Qwen1.5-110B,TIGER-Lab,110,0.4993,0.7476,0.4664,0.3746,0.5122,0.6185,0.3529,0.5868,0.5407,0.3506,0.5041,0.5311,0.4142,0.6629,0.5639
Mistral-7B-Instruct-v0.2,TIGER-Lab,7,0.3084,0.4533,0.289,0.1767,0.3195,0.4633,0.1971,0.3875,0.3438,0.218,0.2243,0.3387,0.2548,0.51,0.3755
Mistral-7B-v0.1,TIGER-Lab,7,0.3088,0.4965,0.2852,0.1846,0.339,0.4028,0.2239,0.3863,0.3255,0.2071,0.2354,0.3687,0.2479,0.4887,0.3755
Mistral-7B-v0.2,TIGER-Lab,7,0.3043,0.484,0.2611,0.1829,0.3073,0.3791,0.2415,0.3704,0.3228,0.1989,0.2287,0.3547,0.254,0.4937,0.3961
Mistral-7B-Instruct-v0.1,TIGER-Lab,7,0.2575,0.4993,0.1914,0.1687,0.3049,0.3412,0.1651,0.2885,0.2835,0.1753,0.1821,0.2705,0.2163,0.4336,0.303
Yi-34B,TIGER-Lab,34,0.4303,0.6527,0.4005,0.2650,0.4366,0.5569,0.3261,0.5379,0.5197,0.3270,0.3175,0.4770,0.3503,0.6253,0.5509
Llama-2-70B,TIGER-Lab,70,0.3753,0.5802,0.3853,0.2217,0.4098,0.5059,0.2353,0.4352,0.4593,0.2861,0.2679,0.4629,0.2818,0.5902,0.4827
Yi-6B,TIGER-Lab,6,0.2651,0.4226,0.2864,0.1484,0.2732,0.3578,0.1796,0.3166,0.2940,0.1953,0.1902,0.3186,0.1832,0.4286,0.3496
Llemma-7B,TIGER-Lab,7,0.2345,0.3724,0.251,0.1829,0.2659,0.3009,0.2384,0.2139,0.1522,0.148,0.2161,0.1964,0.2571,0.2957,0.2165
DeepseekMath-7B-Instruct,TIGER-Lab,7,0.353,0.46,0.4233,0.4108,0.3902,0.4822,0.3364,0.2506,0.1522,0.1571,0.4278,0.2705,0.3918,0.3947,0.2803
OpenChat-3.5-8B,TIGER-Lab,8,0.3724,0.5578,0.415,0.2464,0.4048,0.4869,0.2693,0.4132,0.3989,0.2461,0.3619,0.3847,0.3048,0.5451,0.3928
Gemma-2B,TIGER-Lab,2,0.1585,0.2482,0.1457,0.1378,0.1414,0.1753,0.1269,0.177,0.154,0.123,0.163,0.1482,0.1563,0.1608,0.1817
Zephyr-7B-Beta,TIGER-Lab,7,0.3297,0.5509,0.2775,0.2367,0.3756,0.4573,0.2394,0.396,0.3202,0.2198,0.2361,0.3896,0.3567,0.2817,0.5050
Neo-7B,TIGER-Lab,7,0.2585,0.4253,0.2547,0.1819,0.2414,0.3578,0.2136,0.2652,0.2519,0.1589,0.2509,0.2694,0.2585,0.2347,0.3521
Staring-7B,TIGER-Lab,7,0.3790,0.5871,0.3688,0.2676,0.4048,0.4810,0.2703,0.4425,0.4356,0.2470,0.3486,0.4231,0.3847,0.3248,0.5463
InternMath-7B-Plus,TIGER-Lab,7,0.335,0.4714,0.3751,0.3436,0.3975,0.4135,0.2817,0.2628,0.1916,0.1444,0.4826,0.2435,0.2284,0.3826,0.3634
InternMath-20B-Plus,TIGER-Lab,20,0.3710,0.5216,0.4752,0.4028,0.446,0.4312,0.3044,0.2334,0.2047,0.1516,0.5610,0.2683,0.2404,0.4234,0.3834
Llama3-Smaug-8B,TIGER-Lab,8,0.3693,0.6220,0.3738,0.2305,0.3658,0.4917,0.1981,0.4327,0.4199,0.2652,0.3316,0.4502,0.3727,0.2856,0.5739
Phi3-medium-128k,TIGER-Lab,14,0.5191,0.7336,0.5640,0.4382,0.5171,0.6647,0.3437,0.5856,0.5381,0.3597,0.4989,0.4910,0.4519,0.7093,0.5639
Phi3-medium-4k,TIGER-Lab,14,0.5570,0.7587,0.6160,0.4991,0.5415,0.7038,0.3787,0.6357,0.5722,0.3833,0.5218,0.5511,0.4935,0.7343,0.6028
Phi3-mini-128k,TIGER-Lab,3.8,0.4386,0.6695,0.4892,0.3763,0.4146,0.5960,0.2570,0.4804,0.4094,0.2698,0.4145,0.4529,0.3803,0.6491,0.4535
Phi3-mini-4k,TIGER-Lab,3.8,0.4566,0.7015,0.5044,0.3896,0.4463,0.6055,0.2869,0.5024,0.4147,0.2852,0.4182,0.4449,0.4095,0.6516,0.4957
Neo-7B-Instruct,TIGER-Lab,7,0.2874,0.5097,0.3229,0.2266,0.2919,0.3577,0.1914,0.2509,0.2821,0.1795,0.3545,0.2603,0.2370,0.3619,0.2803
GLM-4-9B-Chat,TIGER-Lab,9,0.4801,0.7015,0.5070,0.4117,0.4976,0.6232,0.3106,0.5379,0.5223,0.3006,0.5107,0.4429,0.4042,0.6165,0.5173
GLM-4-9B,TIGER-Lab,9,0.4792,0.7099,0.4778,0.3719,0.4927,0.6552,0.3323,0.5440,0.5381,0.3551,0.4323,0.4709,0.3865,0.6541,0.5390
Higgs-Llama-3-70B,Self-Reported,70,0.6316,0.8354,0.6743,0.6034,0.6902,0.7512,0.4737,0.6687,0.6404,0.4432,0.6321,0.5591,0.5989,0.7619,0.6613
Qwen2-72B-Chat,TIGER-Lab,72,0.6438,0.8107,0.6996,0.5989,0.6488,0.7589,0.6724,0.4603,0.6781,0.4587,0.7098,0.5892,0.6089,0.7669,0.6652
Qwen2-72B-32k,TIGER-Lab,72,0.5559,0.7866,0.5615,0.4337,0.6146,0.7097,0.3942,0.6271,0.5801,0.3451,0.567,0.5731,0.5081,0.7206,0.6017
Claude-3.5-Sonnet (2024-06-20),TIGER-Lab,unk,0.7612,0.8856,0.8023,0.773,0.7976,0.8246,0.6153,0.7531,0.7585,0.6385,0.7683,0.7475,0.7667,0.8221,0.7846
DeepSeek-Coder-V2-Instruct,TIGER-Lab,236,0.6363,0.7657,0.7326,0.6686,0.6878,0.7464,0.5175,0.6112,0.5184,0.3506,0.6342,0.5621,0.6813,0.7206,0.6537
Gemma-2-9B,TIGER-Lab,9,0.4510,0.6457,0.4284,0.3746,0.4122,0.5486,0.3075,0.5232,0.4987,0.2843,0.4041,0.4850,0.4296,0.6353,0.5271
Gemma-2-9B-it,TIGER-Lab,9,0.5208,0.7587,0.5539,0.4664,0.5073,0.6552,0.3622,0.5844,0.5354,0.3579,0.4944,0.4950,0.4758,0.6617,0.5498
Qwen2-7B-Instruct,TIGER-Lab,7,0.4724,0.6625,0.5412,0.3772,0.4634,0.5995,0.3540,0.4645,0.4331,0.2934,0.5803,0.4509,0.3972,0.6128,0.4697
Qwen2-7B,TIGER-Lab,7,0.4073,0.6011,0.4423,0.2977,0.4317,0.5213,0.2982,0.4108,0.3832,0.2380,0.4752,0.4269,0.3410,0.5464,0.4329
Qwen2-1.5B-Instruct,TIGER-Lab,1.5,0.2262,0.3612,0.2104,0.1449,0.2220,0.3128,0.1600,0.2347,0.2126,0.1653,0.2420,0.2365,0.1740,0.3321,0.2511
Qwen2-1.5B,TIGER-Lab,1.5,0.2256,0.3515,0.1952,0.1466,0.2829,0.2974,0.1486,0.2311,0.1969,0.1589,0.2376,0.2485,0.1778,0.3283,0.2749
Qwen2-0.5B-Instruct,TIGER-Lab,0.5,0.1593,0.2538,0.1432,0.1254,0.1585,0.1991,0.1414,0.1553,0.1706,0.1580,0.1384,0.1323,0.1386,0.2180,0.1483
Qwen2-0.5B,TIGER-Lab,0.5,0.1497,0.1855,0.1420,0.1069,0.1488,0.2062,0.1135,0.1491,0.1732,0.1599,0.1488,0.1523,0.1255,0.1992,0.1374
DeepSeek-Coder-V2-Lite-Base,TIGER-Lab,16,0.3437,0.4114,0.3777,0.3366,0.3780,0.4727,0.3127,0.2848,0.2572,0.1589,0.4086,0.2725,0.3811,0.3997,0.3214
DeepSeek-Coder-V2-Lite-Instruct,TIGER-Lab,16,0.4157,0.5007,0.5463,0.4293,0.4756,0.5344,0.3437,0.2995,0.3123,0.1880,0.5263,0.3006,0.4473,0.4687,0.3896
Mathstral-7B-v0.1,TIGER-Lab,7,0.4200,0.6346,0.4208,0.3878,0.4561,0.5178,0.3839,0.3924,0.3596,0.2243,0.4767,0.3828,0.3803,0.5263,0.4091
GPT-4o-mini,TIGER-Lab,unk,0.6309,0.802,0.706,0.6299,0.6707,0.7334,0.3942,0.676,0.5879,0.3724,0.7232,0.5591,0.6366,0.7381,0.6613
magnum-72b-v1,TIGER-Lab,72,0.6393,0.8219,0.6339,0.5967,0.7116,0.7497,0.4847,0.6626,0.6706,0.4378,0.6737,0.6017,0.6020,0.7657,0.6692
WizardLM-2-8x22B,TIGER-Lab,176,0.3924,0.6234,0.5488,0.3772,0.5045,0.5908,0.1498,0.4854,0.4831,0.2852,0.1972,0.5374,0.2602,0.4825,0.4245
Mistral-Nemo-Instruct-2407,TIGER-Lab,12,0.4481,0.6583,0.4715,0.3445,0.4463,0.5806,0.3148,0.5281,0.4829,0.3106,0.4241,0.4529,0.3695,0.6165,0.4881
Mistral-Nemo-Base-2407,TIGER-Lab,12,0.3977,0.6011,0.3866,0.3127,0.3805,0.4775,0.3013,0.4866,0.4383,0.2343,0.3257,0.4810,0.3464,0.5890,0.4556
Llama-3.1-8B,TIGER-Lab,8,0.3660,0.5635,0.3308,0.2588,0.3732,0.4491,0.2859,0.4450,0.4173,0.2107,0.3323,0.4028,0.3118,0.5313,0.4361
Llama-3.1-8B-Instruct,TIGER-Lab,8,0.4425,0.6304,0.4930,0.3763,0.4829,0.5509,0.2972,0.5073,0.4226,0.2725,0.4382,0.4449,0.4026,0.6003,0.4481
Llama-3.1-70B,TIGER-Lab,70,0.5247,0.7462,0.4880,0.4496,0.5195,0.6209,0.3777,0.6015,0.5827,0.3224,0.5056,0.5691,0.4896,0.7143,0.5833
Llama-3.1-70B-Instruct,TIGER-Lab,70,0.6284,0.8117,0.6641,0.5910,0.6634,0.7524,0.4582,0.6846,0.6614,0.4696,0.6047,0.6172,0.5912,0.7556,0.6602
Grok-2,Self-Reported,unk,0.7546,0.8842,0.7896,0.7703,0.7585,0.8187,0.6078,0.7592,0.6982,0.6167,0.7927,0.7234,0.7729,0.8133,0.7662
Grok-2-mini,Self-Reported,unk,0.7185,0.8465,0.7566,0.7429,0.7317,0.8092,0.5624,0.7518,0.6719,0.5367,0.7609,0.6553,0.7328,0.7994,0.7197
Phi-3.5-mini-instruct,TIGER-Lab,3.8,0.4787,0.7057,0.5349,0.4125,0.5195,0.6386,0.3075,0.5244,0.4252,0.2943,0.4900,0.5000,0.4509,0.4188,0.6353
Reflection-Llama-3.1-70B,TIGER-Lab,70,0.6035,0.7950,0.6324,0.5433,0.6268,0.7370,0.4396,0.6907,0.6194,0.4242,0.6136,0.5772,0.5327,0.7444,0.6504
GPT-4o (2024-08-06),TIGER-Lab,unk,0.7468,0.8926,0.801,0.727,0.7829,0.8164,0.5531,0.7604,0.7323,0.5895,0.7942,0.7034,0.7506,0.8271,0.7955
DeepSeek-Chat-V2_5,TIGER-Lab,236,0.6583,0.8271,0.7364,0.6979,0.7098,0.7678,0.517,0.6247,0.5564,0.3715,0.7535,0.5631,0.7052,0.7268,0.6385
Qwen2.5-Turbo,Self-Reported,unk,0.556,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Qwen2.5-3B,Self-Reported,3,0.4373,0.5453,0.5412,0.4072,0.4317,0.5296,0.2921,0.4401,0.3911,0.2234,0.5455,0.3707,0.4403,0.5551,0.4145
Qwen2.5-72B,Self-Reported,72,0.7159,0.8326,0.7693,0.7314,0.7488,0.8104,0.5645,0.6956,0.6745,0.4914,0.8120,0.6473,0.7498,0.7857,0.7100
Qwen2.5-14B,Self-Reported,14,0.6369,0.7978,0.7085,0.6873,0.6707,0.7310,0.4954,0.6222,0.5774,0.3660,0.6788,0.5711,0.6844,0.7243,0.6288
Qwen2.5-32B,Self-Reported,32,0.6923,0.8396,0.7567,0.7032,0.7390,0.7725,0.5480,0.6932,0.5932,0.4541,0.8053,0.6152,0.7259,0.7569,0.6645
Qwen2.5-7B,Self-Reported,7,0.450,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Qwen2.5-1.5B,Self-Reported,1.5,0.3210,0.4351,0.3739,0.2562,0.3512,0.3886,0.1899,0.3362,0.2782,0.1480,0.4301,0.2786,0.2856,0.4687,0.3247
Qwen2.5-0.5B,Self-Reported,0.5,0.1492,0.2078,0.1458,0.1157,0.1366,0.2251,0.1104,0.1687,0.1312,0.1335,0.1325,0.1323,0.1224,0.2118,0.1504
RRD2.5-9B,Self-Reported,9,0.6184,0.7824,0.6820,0.6078,0.6561,0.7204,0.4857,0.6198,0.5381,0.3733,0.7365,0.5471,0.6020,0.7118,0.6082
Gemini-1.5-Flash-002,TIGER-Lab,unk,0.6409,0.8368,0.7145,0.6708,0.6341,0.7628,0.407,0.6284,0.5932,0.4286,0.6255,0.6052,0.7141,0.7623,0.6453
Jamba-1.5-Large,TIGER-Lab,399,0.4946,0.7713,0.5792,0.2995,0.5463,0.6635,0.3344,0.6064,0.5564,0.4405,0.3205,0.5731,0.338,0.7306,0.6061
Gemini-1.5-Pro-002,TIGER-Lab,unk,0.7025,0.8645,0.8094,0.6221,0.7122,0.8171,0.5899,0.7479,0.7008,0.5522,0.5174,0.7234,0.8072,0.8294,0.7359
Llama-3.1-Nemotron-70B-Instruct-HF,TIGER-Lab,70,0.6278,0.7992,0.6793,0.5963,0.6829,0.7642,0.4045,0.6797,0.6352,0.4687,0.6306,0.6012,0.5989,0.7268,0.6807
Ministral-8B-Instruct-2410,TIGER-Lab,8,0.3793,0.5900,0.3942,0.2641,0.4488,0.4929,0.2312,0.4328,0.4383,0.2598,0.4115,0.3647,0.2918,0.5163,0.4015
Claude-3.5-Sonnet (2024-10-22),TIGER-LAb,unk,0.7764,0.8856,0.8137,0.7853,0.8244,0.859,0.613,0.7689,0.7375,0.6458,0.8105,0.7675,0.7729,0.8459,0.8019
Mistral-Small-Instruct-2409,TIGER-Lab,22,0.4840,0.7169,0.5272,0.3684,0.5366,0.6007,0.3055,0.5379,0.5013,0.3197,0.5085,0.4810,0.4034,0.6391,0.5509
Yi-Lightning,TIGER-Lab,unk,0.6238,0.7964,0.6907,0.6193,0.6439,0.731,0.4221,0.6553,0.5748,0.3751,0.6913,0.5711,0.6251,0.7293,0.6677
SmolLM-135M,TIGER-Lab,0.135,0.1122,0.1227,0.1191,0.1051,0.1073,0.1173,0.0939,0.1247,0.0945,0.1153,0.1140,0.1563,0.0970,0.1090,0.1136
SmolLM-360M,TIGER-Lab,0.36,0.1095,0.1116,0.0989,0.1007,0.1098,0.1209,0.0877,0.1259,0.1129,0.1117,0.1044,0.1303,0.1001,0.1266,0.1169
Llama-3.2-1B,TIGER-Lab,1,0.1195,0.1325,0.1077,0.1095,0.1122,0.1256,0.1342,0.1247,0.0892,0.1317,0.1021,0.1323,0.1147,0.1253,0.1277
Llama-3.2-3B,TIGER-Lab,3,0.2217,0.3919,0.2041,0.1458,0.2049,0.3258,0.1538,0.2518,0.2782,0.1626,0.2021,0.2365,0.1493,0.3033,0.2543
SmolLM-1.7B,TIGER-Lab,1.7,0.1193,0.1046,0.1052,0.1069,0.1268,0.1197,0.1259,0.1467,0.1181,0.1371,0.1110,0.1423,0.1132,0.1115,0.1169
Granite-3.0-2B-Base,TIGER-Lab,2,0.2172,0.3445,0.1977,0.1564,0.2659,0.3033,0.1465,0.2298,0.1837,0.1653,0.2058,0.2385,0.1640,0.3271,0.2327
Granite-3.0-8B-Base,TIGER-Lab,8,0.3103,0.4728,0.3080,0.2217,0.3268,0.4135,0.2136,0.3863,0.3307,0.2316,0.2805,0.3467,0.2494,0.4336,0.3149
SmolLM2-1.7B,TIGER-Lab,1.7,0.1831,0.1925,0.1762,0.1422,0.1634,0.2536,0.1373,0.2054,0.1575,0.1444,0.1673,0.2144,0.1655,0.2845,0.2045
SmolLM2-360M,TIGER-Lab,0.36,0.1138,0.1269,0.1242,0.1131,0.1024,0.1209,0.1135,0.1112,0.1155,0.1299,0.1088,0.1202,0.0993,0.1015,0.1115
SmolLM2-135M,TIGER-Lab,0.135,0.1085,0.1185,0.1179,0.0945,0.0927,0.1209,0.0815,0.1186,0.1024,0.1199,0.1192,0.1182,0.1032,0.1140,0.0952
Aya-Expanse-8B,TIGER-Lab,8,0.3374,0.5579,0.3739,0.2217,0.3585,0.4336,0.2497,0.3741,0.3255,0.2307,0.3605,0.2966,0.2671,0.4599,0.3517
Aya-Expanse-32B,TIGER-Lab,32,0.4541,0.6165,0.4804,0.3481,0.5122,0.5829,0.2838,0.5428,0.4961,0.3415,0.4152,0.4609,0.3949,0.6103,0.5108
Athene-V2-Chat,TIGER-Lab,72,0.7021,0.8243,0.7351,0.7208,0.7341,0.8045,0.5470,0.6834,0.6273,0.4832,0.8061,0.6273,0.7336,0.7694,0.7056
Claude-3-5-Haiku-20241022,TIGER-Lab,unk,0.6212,0.8075,0.6857,0.5936,0.6463,0.7287,0.4231,0.6614,0.622,0.4668,0.6173,0.5852,0.5835,0.7544,0.6645
Gemma-2-27B-it,TIGER-Lab,27,0.5654,0.7796,0.6008,0.5371,0.5683,0.6979,0.3488,0.6186,0.5722,0.3951,0.5611,0.5230,0.5296,0.7155,0.6115
Mistral-Large-Instruct-2407,TIGER-Lab,123,0.6591,0.8271,0.6198,0.6307,0.7024,0.7571,0.4396,0.7152,0.6299,0.4823,0.7128,0.6453,0.6913,0.7707,0.6786
Mixtral-8x22B-Instruct-v0.1,TIGER-Lab,176,0.5633,0.7517,0.6033,0.4885,0.6415,0.6742,0.4324,0.6149,0.5643,0.3878,0.5655,0.5491,0.5089,0.7030,0.5996
Claude-3-Haiku-20240307,TIGER-Lab,unk,0.4229,0.7099,0.3663,0.2739,0.4049,0.5723,0.3209,0.5306,0.4357,0.3397,0.3397,0.4629,0.3226,0.6466,0.4556
Athene-V2-Chat (0-shot),TIGER-Lab,72,0.7311,0.8689,0.7921,0.7473,0.7463,0.8081,0.5996,0.7164,0.6404,0.5095,0.8364,0.6293,0.7737,0.7857,0.7219
EXAONE-3.5-2.4B-Instruct,TIGER-Lab,2.4,0.3910,0.6541,0.3942,0.3171,0.4415,0.5261,0.3168,0.3851,0.3727,0.2498,0.4323,0.3026,0.3472,0.5038,0.3387
EXAONE-3.5-7.8B-Instruct,TIGER-Lab,7.8,0.4624,0.7308,0.4740,0.3719,0.5537,0.6066,0.3767,0.4707,0.4514,0.2870,0.4996,0.4248,0.3818,0.5965,0.4426
EXAONE-3.5-32B-Instruct,TIGER-Lab,32,0.5891,0.7573,0.6502,0.5830,0.6634,0.6908,0.4654,0.6002,0.5328,0.4005,0.6691,0.5371,0.5350,0.6830,0.5617
QwQ-32B,TIGER-Lab,32,0.6907,0.8410,0.7668,0.7041,0.7366,0.7832,0.4871,0.7066,0.6325,0.4777,0.7876,0.6713,0.7028,0.7632,0.6537
Llama-3.3-70B-Instruct,TIGER-Lab,70,0.6592,0.8187,0.6857,0.6246,0.7073,0.7784,0.4665,0.7115,0.6614,0.4796,0.6891,0.6353,0.6428,0.7794,0.6818
Mistral-Large-Instruct-2411,TIGER-Lab,123,0.6794,0.8368,0.7186,0.6290,0.7683,0.7642,0.5119,0.7457,0.6640,0.5041,0.7091,0.6533,0.6605,0.7845,0.7067
Gemini-2.0-Flash-exp,TIGER-Lab,unk,0.7624,0.8836,0.7985,0.8004,0.799,0.8169,0.6155,0.7442,0.7008,0.5647,0.8638,0.6994,0.8127,0.7905,0.7476
Granite-3.1-1B-A400M-Base,TIGER-Lab,1,0.1234,0.1353,0.1153,0.1246,0.1415,0.1422,0.0980,0.1308,0.1234,0.1126,0.1310,0.1683,0.1124,0.1078,0.1212
Granite-3.1-1B-A400M-Instruct,TIGER-Lab,1,0.1327,0.1437,0.1267,0.1148,0.1610,0.1576,0.1125,0.1638,0.1129,0.1253,0.1303,0.1202,0.1209,0.1617,0.1288
Granite-3.1-2B-Base,TIGER-Lab,2,0.2389,0.3752,0.2560,0.1696,0.2439,0.3092,0.1930,0.2604,0.2178,0.1253,0.2487,0.2525,0.1986,0.3421,0.2565
Granite-3.1-2B-Instruct,TIGER-Lab,2,0.3197,0.5007,0.3308,0.2412,0.3707,0.4111,0.2528,0.3056,0.3045,0.2180,0.3442,0.2846,0.2648,0.4411,0.3258
Granite-3.1-3B-A800M-Base,TIGER-Lab,3,0.2039,0.2957,0.1762,0.1405,0.2268,0.2737,0.1527,0.2286,0.1995,0.1444,0.2198,0.2305,0.1640,0.3083,0.1926
Granite-3.1-3B-A800M-Instruct,TIGER-Lab,3,0.2542,0.3431,0.2725,0.1608,0.2829,0.3626,0.1744,0.2641,0.2415,0.1708,0.2754,0.2806,0.2017,0.3810,0.2706
Granite-3.1-8B-Base,TIGER-Lab,8,0.3308,0.4979,0.3181,0.2403,0.3390,0.4372,0.2425,0.3716,0.3412,0.2044,0.3249,0.3567,0.2748,0.4862,0.3636
Granite-3.1-8B-Instruct,TIGER-Lab,8,0.4103,0.5746,0.4563,0.3145,0.4244,0.5047,0.2910,0.4707,0.4121,0.2607,0.4189,0.4329,0.3472,0.5739,0.4405
Deepseek-V3,Self-Reported,671,0.7587,0.8689,0.8099,0.7951,0.7951,0.8175,0.6223,0.7372,0.6824,0.5477,0.8616,0.7154,0.7898,0.7882,0.7641
QwQ-32B-Preview,Self-Reported,32,0.7097,0.8490,0.7506,0.7429,0.4571,0.5469,0.6569,0.7784,0.7506,0.7605,0.6916,0.8494,0.6573,0.7732
SkyThought-T1,Self-Reported,32,0.692,-,-,-,-,-,-,-,-,-,-,-,-,-,-
MiniMax-Text-01,Self-Reported,456,0.757,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Llama-3.1-405B-Instruct,Self-Reported,405,0.733,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Llama-3.1-405B,Self-Reported,405,0.616,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Internlm3-8B-Instruct,Self-Reported,8,0.576,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Hunyuan-Large,Self-Reported,389,0.602,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Phi-4,Self-Reported,14,0.704,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GPT-o1-mini,Self-Reported,unk,0.803,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GPT-4o (2024-11-20),Self-Reported,unk,0.779,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Claude-3.5-Sonnet (2024-10-22),Self-Reported,unk,0.780,-,-,-,-,-,-,-,-,-,-,-,-,-,-
DeepSeek-R1,Self-Reported,671,0.840,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Doubao-1.5-Pro,Self-Reported,unk,0.801,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Qwen2.5-Max,Self-Reported,unk,0.761,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Mistral-Small-base,Self-Reported,24,0.544,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Mistral-Small-instruct,Self-Reported,24,0.663,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Gemini-2.0-Flash-Lite,Self-Reported,unk,0.716,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Gemini-2.0-Flash,Self-Reported,unk,0.776,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Gemini-2.0-Pro,Self-Reported,unk,0.791,-,-,-,-,-,-,-,-,-,-,-,-,-,-
azerogpt,Self-Reported,unk,0.6307,0.8215,0.6667,0.508,0.6683,0.7393,0.4828,0.665,0.6693,0.4587,0.6329,0.6212,0.5751,0.7506,0.6591
Grok3-mini-Beta,Self-Reported,unk,0.789,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Grok3-Beta,Self-Reported,unk,0.799,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Phi-4-mini,Self-Reported,5.6,0.528,-,-,-,-,-,-,-,-,-,-,-,-,-,-
LLaDA,Self-Reported,8,0.370,-,-,-,-,-,-,-,-,-,-,-,-,-,-
LLaDA,Self-Reported,8,0.370,-,-,-,-,-,-,-,-,-,-,-,-,-,-
HunyuanTurboS,Self-Reported,560,0.790,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Reka 3,Self-Reported,21,0.650,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Gemma-2-2B-it,Self-Reported,2,0.156,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Gemma-3-1B-it,Self-Reported,1,0.147,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Gemma-3-4B-it,Self-Reported,4,0.436,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Gemma-3-12B-it,Self-Reported,12,0.606,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Gemma-3-27B-it,Self-Reported,27,0.675,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Cohere-Aya-Vision,Self-Reported,32,0.472,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Mistral-3.1-Small,Sefl-Reported,24,0.668,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GPT-o1,Self-Reported,unk,0.893,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GPT-4.5,Self-Reported,unk,0.861,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Hunyuan-T1,Self-Reported,389,0.872,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Nemotron-H-56B-Base,Self-Reported,56,0.605,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Nemotron-H-8B-Base,Self-Reported,8,0.440,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Deepseek-V3-0324,Self-Reported,671,0.813,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Llama4-Maverick,Self-Reported,400,0.805,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Llama4-Scout,Self-Reported,109,0.743,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Llama4-Behemoth,Self-Reported,2000,0.828,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Gemini-2.5-Pro-Exp-03-25,TIGER-Lab,unk,0.8452,0.9299,0.893,0.8741,0.8556,0.8829,0.7358,0.817,0.7553,0.7244,0.8884,0.8327,0.8831,0.8726,0.8295
Grok-3-mini,Self-Reported,unk,0.830,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GPT-4-mini (high),Self-Reported,unk,0.830,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Claude-3.7-Sonnet-Thinking,Self-Reported,unk,0.840,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Qwen3-235B-A22B,Self-Reported,235,0.6818,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Mimo-7B-base,Self-Reported,7,0.419,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Mimo-7B-RL,Self-Reported,7,0.586,-,-,-,-,-,-,-,-,-,-,-,-,-,-
General-Reasoner-7B,Self-Reported,7,0.589,-,-,-,-,-,-,-,-,-,-,-,-,-,-
General-Reasoner-14B,Self-Reported,14,0.666,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Phi-4-reasoning,Self-Reported,14,0.743,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Phi-4-reasoning-plus,Self-Reported,14,0.760,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GPT-o3-mini,Self-Reported,unk,0.794,-,-,-,-,-,-,-,-,-,-,-,-,-,-
ECHO_Ego_v2_14B,Self-Reported,14,0.7124,0.8396,0.7807,0.7624,0.739,0.7642,0.5641,0.6993,0.6063,0.4069,0.8764,0.6152,0.8014,0.7419,0.671
MindLink_Beta,Self-Reported,unk,0.932,0.9623,0.9404,0.9567,0.9415,0.9408,0.9309,0.8961,0.8583,0.8783,0.9793,0.8918,0.9623,0.9135,0.9123
Hunyuan-A13B,Self-Reported,80,0.673,-,-,-,-,-,-,-,-,-,-,-,-,-,-
ERNIE-4.5-21B-A3B-Base,Self-Reported,21,0.567,-,-,-,-,-,-,-,-,-,-,-,-,-,-
ERNIE-4.5-300B-A47B-Base,Self-Reported,300,0.695,-,-,-,-,-,-,-,-,-,-,-,-,-,-
ERNIE-4.5-300B-A47B,Self-Reported,300,0.784,-,-,-,-,-,-,-,-,-,-,-,-,-,-
MiniMax-M1,Self-Reported,456,0.811,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Seed-Thinking-v1.5,Self-Reported,200,0.870,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Kimi-K2-Instruct,Self-Reported,1000,0.810,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Claude-4-Sonnet,Self-Reported,unk,0.837,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GPT-4.1,Self-Reported,unk,0.818,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Intern-S1,Self-Reported,235,0.835,-,-,-,-,-,-,-,-,-,-,-,-,-,-
DeepSeek-R1-0528,Self-Reported,671,0.834,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Claude-4-Opus-Thinking,Self-Reported,unk,0.870,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Grok-4,Self-Reported,unk,0.870,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Gemini-2.5-Pro,Self-Reported,unk,0.860,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GPT-o3-high,Self-Reported,unk,0.850,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Seed1.6-Ada-Thinking,Self-Reported,200,0.864,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GLM-4.5,Self-Reported,355,0.846,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GLM-4.5-Air,Self-Reported,106,0.814,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Qwen3-235B-A22B-Instruct-2507,Self-Reported,235,0.830,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Qwen3-235B-A22B-Thinking-2507,Self-Reported,235,0.845,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Qwen3-30B-A3B-Thinking,Self-Reported,30,0.785,-,-,-,-,-,-,-,-,-,-,-,-,-,-
Qwen3-30B-A3B-Thinking-2507,Self-Reported,30,0.809,-,-,-,-,-,-,-,-,-,-,-,-,-,-
GPT-oss-20B(medium),TIGER-Lab,20,0.7314,0.8536,0.7997,0.8083,0.8244,0.8057,0.5635,0.7347,0.5958,0.3978,0.9149,0.5992,0.8306,0.7368,0.6602