SQL Fuzzing on SQL fuzzing benchmarks
22,875Mean Lines CoveredRSFT
Evaluation Results
| Method | Links | |
|---|---|---|
| RSFTBackbone=Qwen-14B, Grammar constraint=Without Grammar2025.10 | 22,875 | |
| CARSBackbone=Qwen-14B, Grammar constraint=With Grammar2025.10 | 22,855 | |
| CARSBackbone=Qwen-14B, Grammar constraint=Without Grammar2025.10 | 22,827 | |
| CARSBackbone=Llama-8B, Grammar constraint=Without Grammar2025.10 | 22,456 | |
| RSFTBackbone=Llama-8B, Grammar constraint=Without Grammar2025.10 | 22,223 | |
| MCMCBackbone=Qwen-14B, Grammar constraint=With Grammar2025.10 | 21,783 | |
| MCMCBackbone=Qwen-14B, Grammar constraint=Without Grammar2025.10 | 21,631 | |
| MCMCBackbone=Qwen-7B, Grammar constraint=Without Grammar2025.10 | 21,435 | |
| MCMCBackbone=Qwen-7B, Grammar constraint=With Grammar2025.10 | 21,320 | |
| CARSBackbone=Qwen-7B, Grammar constraint=Without Grammar2025.10 | 21,278 | |
| MCMCBackbone=Llama-8B, Grammar constraint=Without Grammar2025.10 | 21,041 | |
| GCDBackbone=Qwen-14B, Grammar constraint=With Grammar2025.10 | 20,871 | |
| GCDBackbone=Llama-8B, Grammar constraint=Without Grammar2025.10 | 20,726 | |
| GCDBackbone=Qwen-7B, Grammar constraint=With Grammar2025.10 | 20,488 | |
| RSFTBackbone=Llama-8B, Grammar constraint=With Grammar2025.10 | 20,174 | |
| GCDBackbone=Qwen-14B, Grammar constraint=Without Grammar2025.10 | 20,142 | |
| GCDBackbone=Qwen-7B, Grammar constraint=Without Grammar2025.10 | 20,016 | |
| MCMCBackbone=Llama-8B, Grammar constraint=With Grammar2025.10 | 19,858 | |
| GCDBackbone=Llama-8B, Grammar constraint=With Grammar2025.10 | 19,700 |