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humaneval.

OCR benchmark

§ 01 · pass@1

pass@1.

Higher is better

#ModelScoreSource
o4-mini (high)
Fetched from CodeSOTA API on 2026-04-20
99.3codesota-api
2
o3-mini (high)
Fetched from CodeSOTA API on 2026-04-20
97.6codesota-api
3
o4-mini
Fetched from CodeSOTA API on 2026-04-20
97.3codesota-api
4
o3-mini
Fetched from CodeSOTA API on 2026-04-20
96.3codesota-api
5
gpt-41
Fetched from CodeSOTA API on 2026-04-20
94.5codesota-api
6
GPT-4.1 mini
Fetched from CodeSOTA API on 2026-04-20
93.8codesota-api
7
Qwen2.5-Coder-32B-Instruct
Fetched from CodeSOTA API on 2026-04-20
92.7codesota-api
8
o1-preview
Fetched from CodeSOTA API on 2026-04-20
92.4codesota-api
9
o1-mini
Fetched from CodeSOTA API on 2026-04-20
92.4codesota-api
10
Claude 3.5 Sonnet (Oct 2024)
Fetched from CodeSOTA API on 2026-04-20
92.1codesota-api
11
claude-35-sonnet
Fetched from CodeSOTA API on 2026-04-20
92codesota-api
12
gpt-4o
Fetched from CodeSOTA API on 2026-04-20
91codesota-api
13
GPT-4o (Nov 2024)
Fetched from CodeSOTA API on 2026-04-20
90.2codesota-api
14
llama-31-405b
Fetched from CodeSOTA API on 2026-04-20
89codesota-api
15
gpt-45-preview
Fetched from CodeSOTA API on 2026-04-20
88.6codesota-api
16
grok-2
Fetched from CodeSOTA API on 2026-04-20
88.4codesota-api
17
Qwen2.5-Coder-7B-Instruct
Fetched from CodeSOTA API on 2026-04-20
88.4codesota-api
18
o3 (high)
Fetched from CodeSOTA API on 2026-04-20
88.4codesota-api
19
gpt-4-turbo
Fetched from CodeSOTA API on 2026-04-20
88.2codesota-api
20
Gemma 3 27B IT
Fetched from CodeSOTA API on 2026-04-20
87.8codesota-api
21
o3
Fetched from CodeSOTA API on 2026-04-20
87.4codesota-api
22
gpt-4o-mini
Fetched from CodeSOTA API on 2026-04-20
87.2codesota-api
23
GPT-4.1 nano
Fetched from CodeSOTA API on 2026-04-20
87codesota-api
24
Gemma 3 12B IT
Fetched from CodeSOTA API on 2026-04-20
85.4codesota-api
25
DeepSeek-Coder-V2-Instruct
Fetched from CodeSOTA API on 2026-04-20
85.4codesota-api
26
claude-3-opus
Fetched from CodeSOTA API on 2026-04-20
84.9codesota-api
27
Phi-4 (14B)
Fetched from CodeSOTA API on 2026-04-20
82.6codesota-api
28
deepseek-v3
Fetched from CodeSOTA API on 2026-04-20
82.6codesota-api
29
llama-3-70b
Fetched from CodeSOTA API on 2026-04-20
81.7codesota-api
30
llama-31-70b
Fetched from CodeSOTA API on 2026-04-20
80.5codesota-api
31
gemini-15-pro
Fetched from CodeSOTA API on 2026-04-20
71.9codesota-api
32
Gemma 3 4B IT
Fetched from CodeSOTA API on 2026-04-20
71.3codesota-api
33
DeepSeek-V3
Fetched from CodeSOTA API on 2026-04-20
65.2codesota-api
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