🌸BigCodeBench
Collection
Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
https://bigcode-bench.github.io/
•
7 items
•
Updated
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2
model
stringlengths 9
31
| lower
float64 678
1.26k
| rating
float64 684
1.27k
| upper
float64 690
1.27k
| error_y
float64 4.21
6.1
| error_y_minus
float64 4.05
6.11
| rating_rounded
float64 684
1.27k
|
|---|---|---|---|---|---|---|
GPT-4o-2024-05-13 | 1,263.678503 | 1,269.01285 | 1,274.638751 | 5.625901 | 5.334346 | 1,269.01 |
DeepSeek-Coder-V2-Instruct | 1,245.149952 | 1,251.199194 | 1,256.665689 | 5.466496 | 6.049242 | 1,251.2 |
Gemini-1.5-Pro-API-0514 | 1,212.746804 | 1,218.04455 | 1,223.413359 | 5.368809 | 5.297745 | 1,218.04 |
GPT-4-Turbo-2024-04-09 | 1,210.08557 | 1,215.466566 | 1,220.886322 | 5.419756 | 5.380996 | 1,215.47 |
Claude-3.5-Sonnet-20240620 | 1,208.304403 | 1,213.541491 | 1,218.283396 | 4.741905 | 5.237088 | 1,213.54 |
GPT-4-0613 | 1,207.410048 | 1,213.066785 | 1,218.429019 | 5.362234 | 5.656737 | 1,213.07 |
Claude-3-Opus-20240229 | 1,203.850158 | 1,209.150856 | 1,213.846946 | 4.69609 | 5.300698 | 1,209.15 |
Hermes-2-Theta-Llama-3-70B | 1,184.309807 | 1,189.889186 | 1,195.304799 | 5.415612 | 5.57938 | 1,189.89 |
Gemini-1.5-Flash-API-0514 | 1,182.591116 | 1,187.295976 | 1,192.868242 | 5.572266 | 4.70486 | 1,187.3 |
Llama-3-70B-Instruct | 1,164.240062 | 1,169.504987 | 1,174.576004 | 5.071017 | 5.264925 | 1,169.5 |
Qwen2-72B-Chat | 1,162.891403 | 1,167.663104 | 1,172.751254 | 5.08815 | 4.771701 | 1,167.66 |
Claude-3-Sonnet-20240229 | 1,152.401527 | 1,157.758759 | 1,163.064977 | 5.306217 | 5.357232 | 1,157.76 |
Codestral-22B-v0.1 | 1,148.793552 | 1,154.156679 | 1,159.315396 | 5.158717 | 5.363127 | 1,154.16 |
OpenCodeInterpreter-DS-33B | 1,125.246197 | 1,129.950638 | 1,134.976546 | 5.025908 | 4.704441 | 1,129.95 |
DeepSeek-Coder-33B-Instruct | 1,123.601181 | 1,128.326557 | 1,133.447487 | 5.12093 | 4.725376 | 1,128.33 |
GPT-3.5-Turbo-0125 | 1,111.894112 | 1,116.958772 | 1,121.686374 | 4.727601 | 5.064661 | 1,116.96 |
Mixtral-8x22B-Instruct | 1,108.586669 | 1,113.808113 | 1,118.883838 | 5.075726 | 5.221444 | 1,113.81 |
Claude-3-Haiku-20240307 | 1,107.303796 | 1,112.329659 | 1,117.387157 | 5.057498 | 5.025863 | 1,112.33 |
CodeLlama-70B-Instruct | 1,106.915225 | 1,111.634758 | 1,116.174494 | 4.539737 | 4.719533 | 1,111.63 |
Phi-3-medium-128k-instruct | 1,096.190331 | 1,101.066925 | 1,106.164875 | 5.09795 | 4.876594 | 1,101.07 |
DeepSeek-V2-Chat | 1,090.35272 | 1,095.539776 | 1,100.100502 | 4.560727 | 5.187056 | 1,095.54 |
Magicoder-S-DS-6.7B | 1,079.629786 | 1,084.852659 | 1,089.749804 | 4.897145 | 5.222873 | 1,084.85 |
DeepSeek-Coder-V2-Lite-Instruct | 1,071.858966 | 1,076.70861 | 1,081.778863 | 5.070253 | 4.849644 | 1,076.71 |
Qwen2-57B-A14B | 1,059.900809 | 1,064.289968 | 1,069.648687 | 5.358718 | 4.38916 | 1,064.29 |
DeepSeek-Coder-33B-Base | 1,056.85849 | 1,061.572801 | 1,066.487668 | 4.914867 | 4.714311 | 1,061.57 |
CodeQwen1.5-7B | 1,048.181985 | 1,053.166695 | 1,058.215189 | 5.048495 | 4.98471 | 1,053.17 |
DeepSeek-Coder-V2-Lite-Base | 1,044.329335 | 1,049.960149 | 1,054.646098 | 4.685949 | 5.630814 | 1,049.96 |
Mixtral-8x22B-Base | 1,042.722162 | 1,047.599088 | 1,052.046633 | 4.447545 | 4.876926 | 1,047.6 |
StarCoder2-15B-Instruct-v0.1 | 1,041.4178 | 1,045.663911 | 1,049.988815 | 4.324904 | 4.246111 | 1,045.66 |
Granite-Code-34B-Instruct | 1,035.111425 | 1,039.441791 | 1,044.261337 | 4.819546 | 4.330366 | 1,039.44 |
OpenCodeInterpreter-DS-6.7B | 1,032.928877 | 1,037.505442 | 1,041.999164 | 4.493722 | 4.576565 | 1,037.51 |
CodeLlama-70B-Base | 1,027.571419 | 1,032.036396 | 1,037.012861 | 4.976465 | 4.464977 | 1,032.04 |
Qwen1.5-110B-Chat | 1,023.8115 | 1,029.070143 | 1,033.598698 | 4.528555 | 5.258643 | 1,029.07 |
CodeQwen1.5-7B-Chat | 1,023.820006 | 1,027.915387 | 1,032.93749 | 5.022103 | 4.095382 | 1,027.92 |
DeepSeek-Coder-6.7B-Instruct | 1,020.501234 | 1,025.20186 | 1,029.776277 | 4.574416 | 4.700626 | 1,025.2 |
Yi-1.5-34B-Chat | 1,019.193798 | 1,024.336864 | 1,028.55766 | 4.220797 | 5.143065 | 1,024.34 |
WaveCoder-Ultra-6.7B | 1,017.694885 | 1,023.102152 | 1,027.892662 | 4.79051 | 5.407266 | 1,023.1 |
Llama-3-70B-Base | 1,018.090264 | 1,023.032464 | 1,028.05536 | 5.022896 | 4.942199 | 1,023.03 |
Granite-Code-20B-Instruct | 1,002.342278 | 1,007.058658 | 1,011.475324 | 4.416666 | 4.71638 | 1,007.06 |
Yi-1.5-9B-Chat | 1,000.764489 | 1,005.108624 | 1,009.960009 | 4.851385 | 4.344135 | 1,005.11 |
Qwen2-7B-Instruct | 997.5502 | 1,002.394022 | 1,006.599307 | 4.205285 | 4.843823 | 1,002.39 |
DeepSeek-Coder-6.7B-Base | 996.595567 | 1,001.536917 | 1,006.061597 | 4.524681 | 4.941349 | 1,001.54 |
Qwen1.5-32B-Chat | 995.368313 | 1,000.570113 | 1,005.156688 | 4.586575 | 5.2018 | 1,000.57 |
Command R+ | 993.954712 | 998.188841 | 1,003.038852 | 4.850011 | 4.234129 | 998.19 |
Mistral-Small-2402 | 987.82113 | 992.55275 | 997.053434 | 4.500684 | 4.73162 | 992.55 |
Yi-1.5-34B | 973.314953 | 977.858977 | 982.416791 | 4.557815 | 4.544024 | 977.86 |
Qwen1.5-72B-Chat | 971.515067 | 976.381874 | 981.162597 | 4.780722 | 4.866808 | 976.38 |
Granite-Code-8B-Instruct | 967.342488 | 972.255398 | 977.06074 | 4.805343 | 4.91291 | 972.26 |
CodeGemma-7B-Instruct | 963.513623 | 968.184982 | 973.11132 | 4.926338 | 4.671359 | 968.18 |
Phi-3-small-128k-instruct | 959.212998 | 963.702716 | 968.262769 | 4.560053 | 4.489718 | 963.7 |
StarCoder2-15B | 951.600366 | 956.494853 | 961.018787 | 4.523934 | 4.894488 | 956.49 |
CodeGemma-7B | 951.406456 | 956.233317 | 961.484732 | 5.251415 | 4.826861 | 956.23 |
Granite-Code-34B-Base | 950.961043 | 955.688843 | 960.993881 | 5.305038 | 4.7278 | 955.69 |
Mistral-Large-2402 | 948.666428 | 953.142977 | 958.133228 | 4.99025 | 4.476549 | 953.14 |
CodeLlama-34B-Base | 933.910951 | 939.081207 | 944.110706 | 5.029499 | 5.170256 | 939.08 |
Llama-3-8B-Instruct | 927.935337 | 931.990093 | 937.105501 | 5.115408 | 4.054756 | 931.99 |
Granite-Code-8B-Base | 915.276089 | 919.982985 | 925.219102 | 5.236117 | 4.706897 | 919.98 |
CodeLlama-34B-Instruct | 911.686527 | 916.904419 | 921.577638 | 4.67322 | 5.217891 | 916.9 |
Yi-1.5-9B | 911.138461 | 915.739672 | 921.09729 | 5.357618 | 4.601211 | 915.74 |
Yi-1.5-6B-Chat | 888.054169 | 892.171688 | 896.725285 | 4.553597 | 4.117519 | 892.17 |
CodeLlama-13B-Base | 866.406991 | 871.54442 | 876.46218 | 4.91776 | 5.137429 | 871.54 |
CodeLlama-13B-Instruct | 858.702914 | 864.255018 | 869.340656 | 5.085638 | 5.552105 | 864.26 |
Granite-Code-3B-Instruct | 854.478205 | 859.021892 | 864.033634 | 5.011742 | 4.543687 | 859.02 |
DeepSeek-Coder-1.3B-Instruct | 831.92509 | 836.849267 | 841.763913 | 4.914646 | 4.924177 | 836.85 |
OpenCodeInterpreter-DS-1.3B | 827.895953 | 833.275147 | 838.190432 | 4.915284 | 5.379194 | 833.28 |
CodeLlama-7B-Base | 819.760747 | 824.338167 | 829.386402 | 5.048236 | 4.57742 | 824.34 |
Llama-3-8B-Base | 812.609698 | 817.661332 | 822.891006 | 5.229674 | 5.051634 | 817.66 |
StarCoder2-7B | 802.616059 | 808.000417 | 813.58928 | 5.588863 | 5.384359 | 808 |
Mistral-7B-Instruct-v0.3 | 799.396863 | 805.153653 | 810.312181 | 5.158528 | 5.756791 | 805.15 |
Yi-1.5-6B | 799.131974 | 803.976412 | 809.779754 | 5.803341 | 4.844439 | 803.98 |
Granite-Code-20B-Base | 784.805609 | 789.958497 | 794.915222 | 4.956725 | 5.152888 | 789.96 |
CodeLlama-7B-Instruct | 773.877724 | 779.120764 | 784.371931 | 5.251167 | 5.24304 | 779.12 |
CodeGemma-2B | 745.594189 | 751.038434 | 756.942021 | 5.903587 | 5.444245 | 751.04 |
Mistral-7B-v0.3 | 739.354069 | 745.189889 | 751.290784 | 6.100895 | 5.83582 | 745.19 |
DeepSeek-Coder-1.3B-Base | 721.08964 | 726.492261 | 732.233794 | 5.741533 | 5.402621 | 726.49 |
StarCoder2-3B | 720.286325 | 725.896733 | 731.150327 | 5.253594 | 5.610408 | 725.9 |
Granite-Code-3B-Base | 677.75049 | 683.85553 | 689.565931 | 5.710401 | 6.10504 | 683.86 |
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Homepage:
bigcode-bench.github.io
Repository:
github.com
Paper:
Link
Point of Contact:
terry.zhuo@monash.edu
Size of downloaded dataset files:
17.7 kB
Size of the auto-converted Parquet files:
17.7 kB
Number of rows:
154