Model
stringlengths 5
31
| Computation
float64 8.9
64.9
| General
float64 9.5
65.9
| Visualization
float64 4.3
63.2
| 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
| 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
|
Llama-4-Scout
| 43.2
| 46.9
| 39.3
| 38.5
| 33.8
| 23.6
| 42.4
|
Llama-4-Maverick
| 61.6
| 65.9
| 59.6
| 53.8
| 50
| 40.7
| 64.6
|
DeepCoder-14B-Preview
| 51
| 53
| 47.2
| 42.8
| 29.4
| 30.7
| 46.5
|
Quasar-Alpha
| 62.9
| 64.1
| 63.2
| 47
| 51.5
| 37.9
| 56.6
|
GPT-4.1-Mini-2025-04-14
| 60.5
| 63.2
| 62.4
| 47.7
| 49.3
| 37.9
| 55.6
|
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