Model
stringlengths 5
31
| Computation
float64 8.9
64.9
| General
float64 9.5
65.2
| Visualization
float64 4.3
62.2
| System
float64 3.8
55.2
| Time
float64 0.7
56.6
| Network
float64 2.9
42.9
| Cryptography
float64 5.1
65.7
|
|---|---|---|---|---|---|---|---|
Llama-3-70B-Synthia-v3.5 | 54.3 | 56.4 | 51.8 | 51.9 | 46.3 | 36.4 | 54.5 |
Tess-v2.5.2-Qwen2-72B | 48.3 | 48.5 | 45.2 | 41.3 | 34.6 | 15.7 | 38.4 |
WhiteRabbitNeo-33B-v1.5 | 53.5 | 56.7 | 48.7 | 47.6 | 37.5 | 25 | 57.6 |
Llama-3.1-8B-Instruct | 39.3 | 43.3 | 33.2 | 39.7 | 37.5 | 31.4 | 49.5 |
Llama-3.1-70B-Instruct | 56.7 | 53.8 | 53.6 | 49.5 | 46.3 | 31.4 | 60.6 |
C4AI-Command-R-08-2024 | 45.6 | 45.9 | 37.8 | 44.1 | 37.5 | 25.7 | 45.5 |
Yi-Coder-9B-Chat | 50 | 53.8 | 46.2 | 43.5 | 33.8 | 25.7 | 44.4 |
Qwen2.5-Coder-1.5B-Instruct | 30.2 | 37.2 | 23.4 | 33.2 | 26.5 | 25 | 37.4 |
Qwen2.5-Coder-7B-Instruct | 48.3 | 50.1 | 41.9 | 48.8 | 45.6 | 30.7 | 52.5 |
Mistral-Small-Instruct-2409 | 46.8 | 48.1 | 39.8 | 45.3 | 30.1 | 26.4 | 50.5 |
Qwen2.5-0.5B-Instruct | 10.1 | 12.7 | 5.3 | 11.2 | 4.4 | 9.3 | 14.1 |
Qwen2.5-1.5B-Instruct | 24.8 | 30.7 | 20.1 | 27.1 | 21.3 | 15 | 34.3 |
Qwen2.5-7B-Instruct | 45.7 | 48.2 | 40.1 | 42.3 | 30.9 | 31.4 | 51.5 |
Qwen2.5-14B-Instruct | 53.5 | 54.3 | 50.3 | 44.9 | 36.8 | 36.4 | 55.6 |
Qwen2.5-32B-Instruct | 53.3 | 55.6 | 47.7 | 46.9 | 39 | 26.4 | 56.6 |
Qwen2.5-72B-Instruct | 58.6 | 58.2 | 53.6 | 51 | 35.3 | 26.4 | 61.6 |
Llama-3.2-1B-Instruct | 9.8 | 15.7 | 6.6 | 11 | 4.4 | 5 | 9.1 |
Llama-3.2-3B-Instruct | 29.2 | 30.4 | 21.1 | 26 | 18.4 | 15.7 | 25.3 |
Llama-3.1-Nemotron-70B-Instruct | 51.1 | 49.2 | 50.8 | 38.6 | 39.7 | 25.7 | 42.4 |
Claude-3.5-Sonnet-20241022 | 59.7 | 60.3 | 56.1 | 48.6 | 55.9 | 35 | 54.5 |
Granite-3.0-8B-Instruct | 32.9 | 41.3 | 27.7 | 32.2 | 30.9 | 22.9 | 38.4 |
Claude-3.5-Haiku-20241022 | 59.9 | 63.3 | 58.6 | 49.5 | 51.5 | 37.1 | 60.6 |
Qwen2.5-Coder-14B-Instruct | 55.9 | 60.8 | 54.3 | 52.6 | 51.5 | 36.4 | 51.5 |
Qwen2.5-Coder-32B-Instruct | 59.3 | 60.9 | 55.6 | 50.7 | 50.7 | 37.9 | 57.6 |
OpenCoder-1.5B-Instruct | 38.9 | 39.4 | 33.5 | 33 | 32.4 | 26.4 | 44.4 |
OpenCoder-8B-Instruct | 50.9 | 49.5 | 48 | 46.5 | 46.3 | 30 | 59.6 |
Phi-3.5-Mini-Instruct | 37.2 | 43.6 | 34.5 | 38.1 | 27.9 | 23.6 | 31.3 |
Athene-V2-Agent | 59.2 | 58.3 | 55.8 | 49.3 | 41.2 | 27.1 | 55.6 |
Athene-V2-Chat | 59.1 | 58.7 | 54.1 | 50.5 | 42.6 | 37.1 | 63.6 |
Gemini-Exp-1114 | 62.1 | 61.5 | 58.1 | 51.4 | 50.7 | 25.7 | 53.5 |
GPT-4o-2024-11-20 | 61 | 62.6 | 59.1 | 49.3 | 54.4 | 33.6 | 51.5 |
Gemini-Exp-1121 | 62 | 59.9 | 60.2 | 46 | 48.5 | 22.1 | 54.5 |
Gemini-Exp-1206 | 64.9 | 65.2 | 62.2 | 54.9 | 55.1 | 31.4 | 51.5 |
Llama-3.3-70B-Instruct | 59.4 | 59.2 | 53.8 | 49.8 | 48.5 | 31.4 | 56.6 |
DeepSeek-V2.5-1210 | 50.7 | 57.3 | 50.8 | 50.2 | 43.4 | 40.7 | 54.5 |
Gemini-2.0-Flash-Exp | 62.8 | 63.5 | 58.9 | 48.8 | 52.2 | 29.3 | 49.5 |
DeepSeek-V3-Chat | 63.8 | 64.4 | 59.6 | 55.2 | 56.6 | 37.1 | 64.6 |
Phi-4 | 55.8 | 58.2 | 53 | 50 | 44.9 | 27.9 | 54.5 |
DeepSeek-R1-Distill-Llama-70B | 50.5 | 53.1 | 45.7 | 43.2 | 32.4 | 25.7 | 57.6 |
DeepSeek-R1-Distill-Qwen-32B | 54.9 | 58.6 | 54.1 | 47 | 41.9 | 32.1 | 61.6 |
DeepSeek-R1-Distill-Qwen-14B | 50.7 | 50.1 | 47.7 | 40.6 | 30.9 | 27.9 | 48.5 |
DeepSeek-R1-Distill-Llama-8B | 13.5 | 20.1 | 8.6 | 13.6 | 9.6 | 9.3 | 13.1 |
DeepSeek-R1-Distill-Qwen-7B | 28.4 | 25.3 | 22.8 | 16.8 | 11 | 7.1 | 17.2 |
DeepSeek-R1-Distill-Qwen-1.5B | 8.9 | 9.5 | 4.3 | 3.8 | 0.7 | 2.9 | 5.1 |
Mistral-Small-24B-Instruct-2501 | 48.8 | 55.1 | 48.7 | 48.8 | 40.4 | 27.1 | 49.5 |
Sky-T1-32B-Flash | 51.9 | 54.7 | 45.4 | 46.9 | 39.7 | 40 | 51.5 |
Sky-T1-32B-Preview | 51.4 | 54.4 | 45.2 | 48.6 | 42.6 | 37.9 | 53.5 |
QwQ-32B-Preview | 55.4 | 56.9 | 52 | 47.4 | 45.6 | 32.9 | 50.5 |