Model
stringlengths 5
72
| Computation
float64 0
45.6
| General
float64 0
49.3
| Visualization
float64 0
50.8
| System
float64 0
38.9
| Time
float64 0
41.9
| Network
float64 0
40
| Cryptography
float64 0
69.2
|
|---|---|---|---|---|---|---|---|
Llama-3-70B-Synthia-v3.5
| 29.4
| 28.4
| 23.1
| 28.6
| 22.6
| 30
| 53.8
|
Tess-v2.5.2-Qwen2-72B
| 22.5
| 11.9
| 26.2
| 18.3
| 9.7
| 4
| 23.1
|
WhiteRabbitNeo-33B-v1.5
| 23.1
| 26.9
| 27.7
| 15.1
| 9.7
| 12
| 46.2
|
Mistral-Large-Instruct-2407
| 30.6
| 34.3
| 35.4
| 28.6
| 25.8
| 12
| 46.2
|
Llama-3.1-8B-Instruct
| 15
| 11.9
| 7.7
| 18.3
| 9.7
| 18
| 23.1
|
Llama-3.1-70B-Instruct
| 30.6
| 26.9
| 32.3
| 26.2
| 16.1
| 18
| 23.1
|
Llama-3.1-405B-Instruct
| 35.6
| 25.4
| 33.8
| 25.4
| 16.1
| 30
| 23.1
|
DeepSeek-Coder-V2-Instruct (2024-07-24)
| 39.4
| 37.3
| 33.8
| 28.6
| 25.8
| 18
| 46.2
|
Phi-3.5-Mini-Instruct
| 9.4
| 16.4
| 15.4
| 15.9
| 3.2
| 16
| 0
|
Mistral-Nemo-12B-Instruct
| 23.8
| 16.4
| 18.5
| 23
| 16.1
| 18
| 46.2
|
InverseCoder-CL-13B
| 13.8
| 13.4
| 15.4
| 11.9
| 19.4
| 20
| 23.1
|
InverseCoder-CL-7B
| 9.4
| 14.9
| 13.8
| 11.9
| 3.2
| 26
| 23.1
|
InverseCoder-DS-6.7B
| 13.8
| 16.4
| 20
| 11.1
| 9.7
| 14
| 23.1
|
Gemini-1.5-Pro-Exp-0801
| 35.6
| 26.9
| 35.4
| 21.4
| 22.6
| 12
| 46.2
|
GPT-4o-2024-08-06
| 37.5
| 32.8
| 40
| 35.7
| 35.5
| 24
| 53.8
|
Dracarys-Llama-3.1-70B-Instruct
| 30.6
| 25.4
| 35.4
| 24.6
| 19.4
| 20
| 46.2
|
Dracarys-72B-Instruct
| 24.4
| 35.8
| 30.8
| 23.8
| 12.9
| 28
| 46.2
|
Gemini-1.5-Pro-Exp-0827
| 36.9
| 28.4
| 36.9
| 27.8
| 32.3
| 6
| 46.2
|
Gemini-1.5-Flash-Exp-0827
| 27.5
| 25.4
| 27.7
| 19
| 19.4
| 6
| 46.2
|
DeepSeek-V2.5
| 28.7
| 28.4
| 32.3
| 30.2
| 16.1
| 22
| 46.2
|
C4AI-Command-R-08-2024
| 11.9
| 13.4
| 9.2
| 19
| 6.5
| 10
| 23.1
|
C4AI-Command-R-Plus-08-2024
| 17.5
| 16.4
| 18.5
| 15.1
| 3.2
| 2
| 23.1
|
Yi-Coder-9B-Chat
| 23.1
| 16.4
| 27.7
| 9.5
| 12.9
| 14
| 30.8
|
o1-Preview-2024-09-12 (temperature=1)
| 41.9
| 34.3
| 40
| 27
| 22.6
| 16
| 53.8
|
o1-Mini-2024-09-12 (temperature=1)
| 28.7
| 25.4
| 30.8
| 27
| 16.1
| 14
| 46.2
|
Qwen2.5-Coder-1.5B-Instruct
| 3.1
| 11.9
| 6.2
| 4.8
| 0
| 8
| 23.1
|
Qwen2.5-Coder-7B-Instruct
| 18.1
| 22.4
| 13.8
| 24.6
| 12.9
| 20
| 23.1
|
Gemini-1.5-Pro-002
| 37.5
| 35.8
| 40
| 30.2
| 22.6
| 8
| 53.8
|
Mistral-Small-Instruct-2409
| 15.6
| 20.9
| 16.9
| 27.8
| 9.7
| 4
| 23.1
|
Qwen2.5-0.5B-Instruct
| 1.2
| 1.5
| 1.5
| 2.4
| 0
| 6
| 0
|
Qwen2.5-1.5B-Instruct
| 1.9
| 4.5
| 1.5
| 7.9
| 3.2
| 4
| 23.1
|
Qwen2.5-7B-Instruct
| 18.1
| 11.9
| 21.5
| 15.1
| 6.5
| 14
| 30.8
|
Qwen2.5-14B-Instruct
| 23.8
| 9
| 24.6
| 22.2
| 9.7
| 18
| 46.2
|
Qwen2.5-32B-Instruct
| 28.1
| 20.9
| 30.8
| 28.6
| 19.4
| 14
| 30.8
|
Qwen2.5-72B-Instruct
| 32.5
| 26.9
| 35.4
| 34.1
| 9.7
| 4
| 46.2
|
Llama-3.2-1B-Instruct
| 1.2
| 1.5
| 1.5
| 2.4
| 3.2
| 0
| 0
|
Llama-3.2-3B-Instruct
| 8.8
| 6
| 4.6
| 4
| 3.2
| 0
| 0
|
Llama-3.1-Nemotron-70B-Instruct
| 32.5
| 29.9
| 35.4
| 25.4
| 6.5
| 18
| 23.1
|
Claude-3.5-Sonnet-20241022
| 39.4
| 40.3
| 36.9
| 26.2
| 32.3
| 26
| 53.8
|
Granite-3.0-8B-Instruct
| 4.4
| 16.4
| 9.2
| 13.5
| 6.5
| 8
| 0
|
Grok-Beta
| 32.5
| 34.3
| 29.2
| 24.6
| 32.3
| 18
| 23.1
|
Claude-3.5-Haiku-20241022
| 36.2
| 34.3
| 35.4
| 26.2
| 32.3
| 32
| 61.5
|
Qwen2.5-Coder-14B-Instruct
| 28.1
| 28.4
| 32.3
| 29.4
| 25.8
| 20
| 46.2
|
Qwen2.5-Coder-32B-Instruct
| 37.5
| 29.9
| 40
| 27
| 25.8
| 26
| 46.2
|
OpenCoder-1.5B-Instruct
| 10
| 3
| 7.7
| 9.5
| 3.2
| 10
| 23.1
|
OpenCoder-8B-Instruct
| 21.2
| 17.9
| 15.4
| 17.5
| 19.4
| 6
| 46.2
|
Athene-V2-Agent
| 35.6
| 31.3
| 38.5
| 32.5
| 19.4
| 16
| 46.2
|
Athene-V2-Chat
| 37.5
| 34.3
| 41.5
| 38.1
| 16.1
| 32
| 46.2
|
Gemini-Exp-1114
| 38.1
| 35.8
| 41.5
| 24.6
| 22.6
| 4
| 46.2
|
GPT-4o-2024-11-20
| 33.1
| 31.3
| 40
| 33.3
| 32.3
| 30
| 30.8
|
Gemini-Exp-1121
| 37.5
| 28.4
| 38.5
| 23
| 22.6
| 8
| 46.2
|
Gemini-Exp-1206
| 45.6
| 43.3
| 46.2
| 34.1
| 22.6
| 24
| 30.8
|
Llama-3.3-70B-Instruct
| 27.5
| 32.8
| 32.3
| 30.2
| 19.4
| 16
| 23.1
|
DeepSeek-V2.5-1210
| 25
| 22.4
| 30.8
| 27
| 16.1
| 22
| 23.1
|
Gemini-2.0-Flash-Exp
| 39.4
| 35.8
| 43.1
| 22.2
| 25.8
| 16
| 46.2
|
Gemini-2.0-Flash-Thinking-Exp-1219
| 33.1
| 34.3
| 35.4
| 22.2
| 19.4
| 14
| 53.8
|
Gemini-2.0-Flash-Thinking-Exp-01-21
| 33.8
| 35.8
| 36.9
| 21.4
| 16.1
| 18
| 23.1
|
o1-2024-12-17 (temperature=1, reasoning=medium)
| 40
| 34.3
| 43.1
| 29.4
| 32.3
| 28
| 46.2
|
o1-2024-12-17 (temperature=1, reasoning=low)
| 41.2
| 40.3
| 41.5
| 34.9
| 29
| 38
| 53.8
|
o1-2024-12-17 (temperature=1, reasoning=high)
| 38.1
| 41.8
| 41.5
| 30.2
| 38.7
| 40
| 53.8
|
DeepSeek-V3
| 41.9
| 38.8
| 40
| 38.9
| 41.9
| 30
| 53.8
|
Phi-4
| 29.4
| 28.4
| 38.5
| 35.7
| 19.4
| 16
| 46.2
|
DeepSeek-R1
| 43.8
| 49.3
| 41.5
| 27.8
| 35.5
| 38
| 53.8
|
DeepSeek-R1-Distill-Llama-70B
| 23.8
| 22.4
| 29.2
| 15.1
| 9.7
| 10
| 23.1
|
DeepSeek-R1-Distill-Qwen-32B
| 32.5
| 34.3
| 36.9
| 22.2
| 19.4
| 24
| 30.8
|
DeepSeek-R1-Distill-Qwen-14B
| 18.8
| 32.8
| 23.1
| 19
| 9.7
| 12
| 23.1
|
DeepSeek-R1-Distill-Llama-8B
| 2.5
| 4.5
| 1.5
| 5.6
| 0
| 4
| 0
|
DeepSeek-R1-Distill-Qwen-7B
| 8.1
| 7.5
| 15.4
| 1.6
| 0
| 2
| 0
|
DeepSeek-R1-Distill-Qwen-1.5B
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
Mistral-Small-24B-Instruct-2501
| 19.4
| 16.4
| 26.2
| 19
| 12.9
| 12
| 46.2
|
o3-mini-2025-01-31 (temperature=1, reasoning=medium)
| 39.4
| 38.8
| 38.5
| 30.2
| 35.5
| 40
| 53.8
|
o3-mini-2025-01-31 (temperature=1, reasoning=low)
| 40.6
| 40.3
| 44.6
| 31
| 29
| 32
| 53.8
|
o3-mini-2025-01-31 (temperature=1, reasoning=high)
| 45.6
| 35.8
| 43.1
| 27
| 32.3
| 26
| 53.8
|
Gemini-2.0-Flash-001
| 41.2
| 29.9
| 43.1
| 25.4
| 29
| 16
| 46.2
|
Gemini-2.0-Flash-Lite-Preview-02-05
| 35
| 35.8
| 38.5
| 27
| 19.4
| 14
| 23.1
|
Gemini-2.0-Pro-Exp-02-05
| 44.4
| 40.3
| 44.6
| 25.4
| 22.6
| 14
| 46.2
|
Sky-T1-32B-Flash
| 26.9
| 28.4
| 26.2
| 24.6
| 25.8
| 32
| 30.8
|
Sky-T1-32B-Preview
| 26.2
| 37.3
| 29.2
| 29.4
| 29
| 28
| 30.8
|
QwQ-32B-Preview
| 29.4
| 26.9
| 36.9
| 24.6
| 12.9
| 22
| 53.8
|
Claude-3.7-Sonnet-20250219
| 38.1
| 37.3
| 38.5
| 20.6
| 19.4
| 34
| 46.2
|
ChatGPT-4o-latest-20250129
| 32.5
| 29.9
| 40
| 30.2
| 35.5
| 30
| 53.8
|
Qwen2.5-Max
| 42.5
| 35.8
| 44.6
| 25.4
| 29
| 8
| 53.8
|
Claude-3.7-Sonnet-20250219 (temperature=1, length=12800, reasoning=3200)
| 45.6
| 46.3
| 43.1
| 27.8
| 25.8
| 30
| 23.1
|
Gemma-3-27B-Instruct
| 28.1
| 29.9
| 35.4
| 23
| 32.3
| 12
| 0
|
QwQ-32B (w/ Reasoning)
| 30.6
| 31.3
| 36.9
| 18.3
| 12.9
| 24
| 46.2
|
DeepSeek-V3-0324
| 35.6
| 38.8
| 36.9
| 30.2
| 32.3
| 32
| 53.8
|
Gemini-2.5-Pro-Exp-03-25
| 41.9
| 35.8
| 47.7
| 24.6
| 38.7
| 18
| 46.2
|
Llama-4-Scout
| 15.6
| 19.4
| 15.4
| 18.3
| 6.5
| 4
| 23.1
|
Llama-4-Maverick
| 31.2
| 34.3
| 40
| 29.4
| 16.1
| 22
| 53.8
|
DeepCoder-14B-Preview
| 18.8
| 32.8
| 21.5
| 23.8
| 9.7
| 16
| 38.5
|
Quasar-Alpha
| 43.8
| 43.3
| 50.8
| 23.8
| 29
| 22
| 46.2
|
DeepCoder-14B-Preview (w/ Reasoning, 64k tokens, temperature=0.6)
| 21.2
| 29.9
| 23.1
| 21.4
| 32.3
| 18
| 0
|
Optimus-Alpha
| 40
| 40.3
| 46.2
| 23
| 22.6
| 24
| 53.8
|
Grok-3-Mini-Beta (temperature=1, reasoning=low)
| 35.6
| 35.8
| 40
| 21.4
| 25.8
| 12
| 53.8
|
Grok-3-Mini-Beta (temperature=1, reasoning=high)
| 35.6
| 32.8
| 33.8
| 19.8
| 25.8
| 18
| 46.2
|
Grok-3-Beta
| 41.2
| 41.8
| 43.1
| 31.7
| 29
| 38
| 69.2
|
GPT-4.1-2025-04-14
| 36.9
| 40.3
| 47.7
| 23
| 22.6
| 20
| 46.2
|
GPT-4.1-Nano-2025-04-14
| 32.5
| 35.8
| 33.8
| 27
| 25.8
| 30
| 53.8
|
GPT-4.1-Mini-2025-04-14
| 32.5
| 40.3
| 40
| 29.4
| 25.8
| 24
| 46.2
|
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