Model
stringlengths 8
47
| Computation
float64 0.6
46.9
| General
float64 0
52.2
| Visualization
float64 0
46.2
| System
float64 1.6
40.5
| Time
float64 0
45.2
| Network
float64 0
50
| Cryptography
float64 0
61.5
|
---|---|---|---|---|---|---|---|
Magicoder-S-DS-6.7B | 10.6 | 14.9 | 9.2 | 16.7 | 6.5 | 14 | 7.7 |
StarCoder2-15B-Instruct-v0.1 | 12.5 | 14.9 | 15.4 | 18.3 | 9.7 | 12 | 23.1 |
StarCoder2-3B | 6.2 | 6 | 4.6 | 4.8 | 3.2 | 0 | 0 |
StarCoder2-7B | 8.1 | 7.5 | 9.2 | 11.1 | 3.2 | 16 | 0 |
StarCoder2-15B | 13.1 | 9 | 9.2 | 11.1 | 9.7 | 8 | 61.5 |
CodeQwen1.5-7B | 15 | 16.4 | 18.5 | 16.7 | 9.7 | 14 | 23.1 |
CodeGemma-2B | 6.9 | 9 | 10.8 | 4.8 | 6.5 | 6 | 0 |
CodeGemma-7B | 11.9 | 4.5 | 3.1 | 11.9 | 12.9 | 2 | 23.1 |
CodeGemma-7B-Instruct | 15 | 11.9 | 13.8 | 11.9 | 12.9 | 10 | 0 |
GPT-3.5-Turbo-0125 | 26.2 | 22.4 | 23.1 | 19.8 | 9.7 | 8 | 0 |
GPT-4o-2024-05-13 | 33.1 | 28.4 | 33.8 | 24.6 | 19.4 | 22 | 23.1 |
GPT-4-Turbo-2024-04-09 | 37.5 | 40.3 | 40 | 29.4 | 25.8 | 30 | 23.1 |
GPT-4-0613 | 21.2 | 17.9 | 24.6 | 22.2 | 6.5 | 14 | 23.1 |
CodeLlama-7B-Base | 1.9 | 4.5 | 6.2 | 8.7 | 6.5 | 8 | 0 |
CodeLlama-13B-Base | 6.2 | 10.4 | 4.6 | 11.9 | 6.5 | 14 | 23.1 |
CodeLlama-7B-Instruct | 1.2 | 4.5 | 0 | 9.5 | 6.5 | 4 | 0 |
CodeLlama-13B-Instruct | 5 | 6 | 6.2 | 7.9 | 3.2 | 6 | 23.1 |
Mistral-Large-2402 | 13.8 | 7.5 | 13.8 | 14.3 | 3.2 | 10 | 0 |
Mistral-Small-2402 | 12.5 | 19.4 | 10.8 | 20.6 | 12.9 | 12 | 7.7 |
Mixtral-8x22B-Base | 16.9 | 19.4 | 9.2 | 13.5 | 9.7 | 12 | 0 |
Mixtral-8x22B-Instruct | 17.5 | 22.4 | 27.7 | 19.8 | 12.9 | 22 | 23.1 |
CodeLlama-34B-Base | 9.4 | 11.9 | 6.2 | 15.1 | 6.5 | 32 | 23.1 |
CodeLlama-34B-Instruct | 7.5 | 9 | 6.2 | 16.7 | 6.5 | 14 | 0 |
CodeLlama-70B-Base | 12.5 | 9 | 9.2 | 20.6 | 12.9 | 36 | 23.1 |
CodeLlama-70B-Instruct | 13.8 | 13.4 | 10.8 | 13.5 | 9.7 | 30 | 23.1 |
CodeQwen1.5-7B-Chat | 13.1 | 17.9 | 7.7 | 15.1 | 12.9 | 28 | 23.1 |
Qwen1.5-110B-Chat | 23.1 | 16.4 | 23.1 | 17.5 | 9.7 | 20 | 0 |
Qwen1.5-72B-Chat | 12.5 | 11.9 | 10.8 | 7.9 | 6.5 | 20 | 0 |
Qwen1.5-32B-Chat | 17.5 | 14.9 | 15.4 | 10.3 | 3.2 | 6 | 0 |
DeepSeek-V2-Chat | 15 | 17.9 | 23.1 | 16.7 | 6.5 | 4 | 23.1 |
DeepSeek-Coder-1.3B-Base | 0.6 | 6 | 1.5 | 5.6 | 6.5 | 2 | 0 |
DeepSeek-Coder-1.3B-Instruct | 3.1 | 0 | 3.1 | 1.6 | 0 | 0 | 0 |
DeepSeek-Coder-33B-Base | 17.5 | 14.9 | 23.1 | 19 | 16.1 | 18 | 46.2 |
DeepSeek-Coder-33B-Instruct | 17.5 | 25.4 | 21.5 | 23 | 12.9 | 20 | 46.2 |
DeepSeek-Coder-6.7B-Base | 8.1 | 17.9 | 6.2 | 19.8 | 6.5 | 12 | 53.8 |
DeepSeek-Coder-6.7B-Instruct | 14.4 | 13.4 | 21.5 | 15.1 | 22.6 | 6 | 30.8 |
Llama-3-70B-Base | 13.1 | 14.9 | 16.9 | 11.1 | 19.4 | 16 | 46.2 |
Llama-3-70B-Instruct | 30 | 25.4 | 32.3 | 29.4 | 12.9 | 10 | 23.1 |
Llama-3-8B-Base | 6.9 | 4.5 | 6.2 | 4.8 | 6.5 | 10 | 0 |
Llama-3-8B-Instruct | 6.2 | 11.9 | 7.7 | 6.3 | 6.5 | 12 | 23.1 |
Granite-Code-3B-Instruct | 3.1 | 7.5 | 9.2 | 4.8 | 6.5 | 10 | 0 |
Granite-Code-8B-Instruct | 9.4 | 6 | 10.8 | 7.9 | 6.5 | 6 | 0 |
Granite-Code-20B-Instruct | 11.2 | 10.4 | 7.7 | 9.5 | 6.5 | 10 | 23.1 |
Granite-Code-34B-Instruct | 14.4 | 14.9 | 13.8 | 18.3 | 9.7 | 20 | 23.1 |
Granite-Code-3B-Base | 2.5 | 0 | 0 | 1.6 | 0 | 0 | 0 |
Granite-Code-8B-Base | 10 | 7.5 | 9.2 | 4 | 9.7 | 6 | 0 |
Granite-Code-20B-Base | 6.2 | 7.5 | 3.1 | 16.7 | 9.7 | 18 | 23.1 |
Granite-Code-34B-Base | 13.1 | 9 | 13.8 | 9.5 | 6.5 | 2 | 23.1 |
Claude-3-Haiku-20240307 | 25.6 | 14.9 | 29.2 | 12.7 | 12.9 | 6 | 23.1 |
Claude-3-Sonnet-20240229 | 29.4 | 22.4 | 29.2 | 22.2 | 29 | 16 | 23.1 |
Claude-3-Opus-20240229 | 30 | 25.4 | 29.2 | 26.2 | 25.8 | 34 | 46.2 |
Yi-1.5-34B-Chat | 11.2 | 7.5 | 7.7 | 10.3 | 3.2 | 12 | 0 |
Yi-1.5-34B | 8.1 | 9 | 7.7 | 8.7 | 9.7 | 10 | 23.1 |
Yi-1.5-9B-Chat | 10 | 9 | 12.3 | 14.3 | 16.1 | 12 | 0 |
Yi-1.5-9B | 8.1 | 11.9 | 7.7 | 12.7 | 9.7 | 6 | 0 |
Yi-1.5-6B-Chat | 5.6 | 7.5 | 7.7 | 8.7 | 0 | 14 | 0 |
Yi-1.5-6B | 2.5 | 3 | 4.6 | 6.3 | 3.2 | 2 | 7.7 |
Qwen2-57B-A14B | 18.1 | 16.4 | 18.5 | 13.5 | 3.2 | 10 | 0 |
Qwen2-7B-Instruct | 16.9 | 13.4 | 18.5 | 6.3 | 3.2 | 12 | 23.1 |
Qwen2-72B-Chat | 25 | 31.3 | 38.5 | 23 | 9.7 | 18 | 23.1 |
Gemini-1.5-Pro-API-0514 | 36.2 | 28.4 | 36.9 | 23 | 19.4 | 30 | 23.1 |
Gemini-1.5-Flash-API-0514 | 26.2 | 26.9 | 30.8 | 22.2 | 16.1 | 8 | 53.8 |
OpenCodeInterpreter-DS-33B | 18.8 | 17.9 | 18.5 | 19.8 | 22.6 | 24 | 46.2 |
OpenCodeInterpreter-DS-6.7B | 19.4 | 14.9 | 16.9 | 17.5 | 3.2 | 12 | 30.8 |
OpenCodeInterpreter-DS-1.3B | 5 | 4.5 | 4.6 | 1.6 | 0 | 0 | 0 |
Phi-3-Medium-128K-Instruct | 15 | 17.9 | 16.9 | 16.7 | 19.4 | 8 | 0 |
Phi-3-Small-128K-Instruct | 15.6 | 11.9 | 13.8 | 11.1 | 9.7 | 18 | 23.1 |
Codestral-22B-v0.1 | 25 | 23.9 | 21.5 | 22.2 | 19.4 | 26 | 46.2 |
Codestral-Mamba | 16.2 | 11.9 | 18.5 | 12.7 | 12.9 | 8 | 23.1 |
Mistral-7B-Instruct-v0.3 | 7.5 | 4.5 | 6.2 | 6.3 | 6.5 | 0 | 0 |
Mistral-7B-v0.3 | 5.6 | 6 | 4.6 | 2.4 | 6.5 | 4 | 0 |
Command R+ | 11.9 | 17.9 | 15.4 | 15.9 | 16.1 | 8 | 0 |
DeepSeek-Coder-V2-Instruct | 33.8 | 31.3 | 36.9 | 27 | 19.4 | 12 | 46.2 |
DeepSeek-Coder-V2-Lite-Instruct | 18.8 | 16.4 | 20 | 20.6 | 9.7 | 12 | 23.1 |
DeepSeek-Coder-V2-Lite-Base | 11.9 | 14.9 | 18.5 | 8.7 | 3.2 | 12 | 23.1 |
Claude-3.5-Sonnet-20240620 | 38.1 | 29.9 | 36.9 | 27 | 19.4 | 24 | 46.2 |
Hermes-2-Theta-Llama-3-70B | 28.7 | 17.9 | 30.8 | 22.2 | 9.7 | 18 | 23.1 |
WaveCoder-Ultra-6.7B | 20.6 | 14.9 | 20 | 15.1 | 9.7 | 4 | 23.1 |
Gemma-2-9B-Instruct | 12.5 | 13.4 | 18.5 | 4.8 | 0 | 2 | 0 |
AutoCoder | 21.2 | 16.4 | 21.5 | 13.5 | 19.4 | 6 | 46.2 |
AutoCoder-S-6.7B | 11.9 | 13.4 | 10.8 | 16.7 | 9.7 | 4 | 0 |
AutoCoder-QW-7B | 15 | 13.4 | 20 | 12.7 | 0 | 4 | 7.7 |
ReflectionCoder-DS-33B | 21.9 | 14.9 | 24.6 | 16.7 | 6.5 | 6 | 46.2 |
ReflectionCoder-DS-6.7B | 20 | 20.9 | 24.6 | 19 | 19.4 | 14 | 30.8 |
ReflectionCoder-CL-34B | 14.4 | 10.4 | 16.9 | 16.7 | 12.9 | 14 | 23.1 |
ReflectionCoder-CL-7B | 6.9 | 10.4 | 9.2 | 11.1 | 6.5 | 10 | 0 |
Phi-3.1-Mini-128K-Instruct | 28.1 | 25.4 | 33.8 | 25.4 | 16.1 | 6 | 46.2 |
Phi-3-Mini-128K-Instruct | 14.4 | 11.9 | 12.3 | 15.9 | 6.5 | 18 | 7.7 |
InternLM2.5-7B-Chat | 9.4 | 7.5 | 7.7 | 4.8 | 9.7 | 4 | 0 |
Hermes-2-Pro-Llama-3-70B | 28.1 | 20.9 | 29.2 | 34.9 | 9.7 | 16 | 53.8 |
DeepSeek-V2-Chat (2024-06-28) | 36.9 | 34.3 | 36.9 | 30.2 | 16.1 | 16 | 46.2 |
Gemma-2-27B-Instruct | 25 | 23.9 | 29.2 | 15.9 | 16.1 | 10 | 23.1 |
Artigenz-Coder-DS-6.7B | 11.9 | 16.4 | 16.9 | 19 | 6.5 | 16 | 53.8 |
OpenChat-3.6-8B-20240522 | 10.6 | 23.9 | 9.2 | 16.7 | 16.1 | 16 | 7.7 |
Phind-CodeLlama-34B-v2 | 15 | 13.4 | 16.9 | 12.7 | 19.4 | 22 | 23.1 |
Yi-Large | 19.4 | 20.9 | 21.5 | 23 | 9.7 | 4 | 30.8 |
CodeGeex4-All-9B | 13.8 | 16.4 | 12.3 | 10.3 | 16.1 | 36 | 23.1 |
GPT-4o-mini-2024-07-18 | 33.8 | 22.4 | 33.8 | 23.8 | 22.6 | 6 | 23.1 |
Athene-70B | 27.5 | 23.9 | 24.6 | 23 | 3.2 | 24 | 0 |
Nxcode-CQ-7B-Orpo | 17.5 | 19.4 | 13.8 | 11.9 | 16.1 | 16 | 23.1 |