Code Generation on Java code generation tasks (test)
57.3Pass@1PrivCode
Evaluation results
| Method | Links | |
|---|---|---|
| PrivCodeModel=Qwen2.5-Coder-7B, epsilon=42025.12 | 57.3 | |
| NonDPFTModel=Qwen2.5-Coder-7B, epsilon=None2025.12 | 55.5 | |
| PrivCodeModel=CodeQwen1.5-7B, epsilon=42025.12 | 54.9 | |
| NonDPFTModel=CodeQwen1.5-7B, epsilon=None2025.12 | 54.3 | |
| PretrainModel=Qwen2.5-Coder-7B, epsilon=None2025.12 | 44.5 | |
| JFTModel=Qwen2.5-Coder-7B, epsilon=42025.12 | 43.9 | |
| PrivCodeModel=CodeGemma-7B, epsilon=42025.12 | 42.7 | |
| NonDPFTModel=CodeGemma-7B, epsilon=None2025.12 | 42.1 | |
| PretrainModel=CodeQwen1.5-7B, epsilon=None2025.12 | 35.4 | |
| DPFTModel=CodeQwen1.5-7B, epsilon=42025.12 | 32.3 | |
| PretrainModel=CodeGemma-7B, epsilon=None2025.12 | 29.9 | |
| DPFTModel=CodeGemma-7B, epsilon=42025.12 | 28 | |
| DPFTModel=Qwen2.5-Coder-7B, epsilon=42025.12 | 25 | |
| JFTModel=CodeQwen1.5-7B, epsilon=42025.12 | 25 | |
| JFTModel=CodeGemma-7B, epsilon=42025.12 | 22.6 |