Code Completion on BigCodeBench Full
46.1Pass@1NonDPFT
Evaluation Results
| Method | Links | |
|---|---|---|
| NonDPFTBackbone=Qwen2.5-Coder-7B, Privacy Epsilon=None2025.12 | 46.1 | |
| NonDPFTBackbone=DS-Coder-6.7B, Privacy Epsilon=None2025.12 | 39.5 | |
| NonDPFTBackbone=CodeQwen1.5-7B, Privacy Epsilon=None2025.12 | 39.3 | |
| PrivCodeBackbone=DS-Coder-6.7B, Privacy Epsilon=42025.12 | 36 | |
| PrivCodeBackbone=CodeQwen1.5-7B, Privacy Epsilon=42025.12 | 35.5 | |
| DP-AdapterBackbone=DS-Coder-6.7B, Privacy Epsilon=42025.12 | 35 | |
| DPFTBackbone=DS-Coder-6.7B, Privacy Epsilon=42025.12 | 34.5 | |
| NonDPFTBackbone=CodeGemma-7B, Privacy Epsilon=None2025.12 | 32.4 | |
| JFTBackbone=CodeQwen1.5-7B, Privacy Epsilon=42025.12 | 32.4 | |
| JFTBackbone=DS-Coder-6.7B, Privacy Epsilon=42025.12 | 31.5 | |
| PrivCodeBackbone=CodeGemma-7B, Privacy Epsilon=42025.12 | 30 | |
| DP-AdapterBackbone=CodeQwen1.5-7B, Privacy Epsilon=42025.12 | 29.8 | |
| DPFTBackbone=CodeQwen1.5-7B, Privacy Epsilon=42025.12 | 28.8 | |
| PrivCodeBackbone=Qwen2.5-Coder-7B, Privacy Epsilon=42025.12 | 27.9 | |
| JFTBackbone=Qwen2.5-Coder-7B, Privacy Epsilon=42025.12 | 27.2 | |
| DPFTBackbone=Qwen2.5-Coder-7B, Privacy Epsilon=42025.12 | 26.7 | |
| DP-AdapterBackbone=Qwen2.5-Coder-7B, Privacy Epsilon=42025.12 | 25.2 | |
| JFTBackbone=CodeGemma-7B, Privacy Epsilon=42025.12 | 24.8 | |
| DP-AdapterBackbone=CodeGemma-7B, Privacy Epsilon=42025.12 | 24.3 | |
| DPFTBackbone=CodeGemma-7B, Privacy Epsilon=42025.12 | 22.7 |