Datasets:
bigcode
/
bigcodebench-hard-domain

Dataset card Data Studio Files Community
1
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