Code Completion on BigCodeBench Hard
16.2Pass@1NonDPFT
Evaluation Results
| Method | Links | |
|---|---|---|
| NonDPFTBackbone=Qwen2.5-Coder-7B, Privacy Epsilon=None2025.12 | 16.2 | |
| NonDPFTBackbone=CodeQwen1.5-7B, Privacy Epsilon=None2025.12 | 12.1 | |
| PrivCodeBackbone=DS-Coder-6.7B, Privacy Epsilon=42025.12 | 9.4 | |
| JFTBackbone=DS-Coder-6.7B, Privacy Epsilon=42025.12 | 8.8 | |
| PrivCodeBackbone=Qwen2.5-Coder-7B, Privacy Epsilon=42025.12 | 8.8 | |
| PrivCodeBackbone=CodeQwen1.5-7B, Privacy Epsilon=42025.12 | 8.8 | |
| PrivCodeBackbone=CodeGemma-7B, Privacy Epsilon=42025.12 | 8.7 | |
| DP-AdapterBackbone=DS-Coder-6.7B, Privacy Epsilon=42025.12 | 8.4 | |
| NonDPFTBackbone=DS-Coder-6.7B, Privacy Epsilon=None2025.12 | 8.1 | |
| DPFTBackbone=DS-Coder-6.7B, Privacy Epsilon=42025.12 | 8.1 | |
| NonDPFTBackbone=CodeGemma-7B, Privacy Epsilon=None2025.12 | 8.1 | |
| JFTBackbone=Qwen2.5-Coder-7B, Privacy Epsilon=42025.12 | 8 | |
| JFTBackbone=CodeQwen1.5-7B, Privacy Epsilon=42025.12 | 7.9 | |
| DP-AdapterBackbone=CodeGemma-7B, Privacy Epsilon=42025.12 | 7.7 | |
| DPFTBackbone=CodeGemma-7B, Privacy Epsilon=42025.12 | 7.4 | |
| DPFTBackbone=CodeQwen1.5-7B, Privacy Epsilon=42025.12 | 7.4 | |
| JFTBackbone=CodeGemma-7B, Privacy Epsilon=42025.12 | 7.2 | |
| DP-AdapterBackbone=CodeQwen1.5-7B, Privacy Epsilon=42025.12 | 6.7 | |
| DPFTBackbone=Qwen2.5-Coder-7B, Privacy Epsilon=42025.12 | 6.1 | |
| DP-AdapterBackbone=Qwen2.5-Coder-7B, Privacy Epsilon=42025.12 | 5.8 |