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Benchmarks
Code Generation on C++ code generation tasks (test)
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22.6
Pass@1
NonDPFT
-0.904
5.198
11.3
17.402
Dec 5, 2025
Pass@1
Updated 4d ago
Evaluation Results
Method
Method
Links
Pass@1
NonDPFT
Model=CodeQwen1.5-7B,...
2025.12
22.6
PrivCode
Model=Qwen2.5-Coder-7B...
2025.12
22
NonDPFT
Model=Qwen2.5-Coder-7B...
2025.12
17.1
NonDPFT
Model=CodeGemma-7B, ep...
2025.12
17.1
PrivCode
Model=CodeQwen1.5-7B,...
2025.12
17.1
DPFT
Model=Qwen2.5-Coder-7B...
2025.12
15.9
Pretrain
Model=Qwen2.5-Coder-7B...
2025.12
14
JFT
Model=CodeQwen1.5-7B,...
2025.12
14
PrivCode
Model=CodeGemma-7B, ep...
2025.12
12.8
JFT
Model=CodeGemma-7B, ep...
2025.12
11.6
JFT
Model=Qwen2.5-Coder-7B...
2025.12
10.4
DPFT
Model=CodeGemma-7B, ep...
2025.12
9.1
DPFT
Model=CodeQwen1.5-7B,...
2025.12
7.9
Pretrain
Model=CodeGemma-7B, ep...
2025.12
0.6
Pretrain
Model=CodeQwen1.5-7B,...
2025.12
0
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