Code Generation on Java code generation
57.3Pass@1PrivCode
Evaluation results
| Method | Links | |
|---|---|---|
| PrivCodeBackbone=Qwen2.5-Coder-7B, Privacy budget (epsilon)=42026.06 | 57.3 | |
| PrivCodeBackbone=CodeQwen1.5-7B, Privacy budget (epsilon)=42026.06 | 54.9 | |
| PrivCode++Backbone=Qwen2.5-Coder-7B, Privacy budget (epsilon)=42026.06 | 53.7 | |
| PrivCode++Backbone=CodeQwen1.5-7B, Privacy budget (epsilon)=42026.06 | 47 | |
| PretrainBackbone=Qwen2.5-Coder-7B2026.06 | 44.5 | |
| PrivCodeBackbone=CodeGemma-7B, Privacy budget (epsilon)=42026.06 | 42.7 | |
| PrivCode++Backbone=CodeGemma-7B, Privacy budget (epsilon)=42026.06 | 40.2 | |
| PretrainBackbone=CodeQwen1.5-7B2026.06 | 35.4 | |
| PretrainBackbone=CodeGemma-7B2026.06 | 29.9 |