Advances, Systems and Applications
From: Intelligent code search aids edge software development
Method | R@1 | R@5 | R@10 | MRR |
---|---|---|---|---|
MN | 0.001 | 0.002 | 0.004 | 0.004 |
API | 0.003 | 0.004 | 0.007 | 0.006 |
CFG | 0.052 | 0.118 | 0.177 | 0.095 |
PDG | 0.061 | 0.154 | 0.201 | 0.112 |
Mix | 0.106 | 0.241 | 0.310 | 0.177 |
AST | 0.232 | 0.403 | 0.481 | 0.317 |
Token | 0.235 | 0.433 | 0.522 | 0.333 |
AST+CFG | 0.202 | 0.398 | 0.487 | 0.296 |
AST+PDG | 0.216 | 0.388 | 0.477 | 0.301 |
AST+Mix | 0.200 | 0.385 | 0.476 | 0.291 |
Token+AST | 0.326 | 0.565 | 0.657 | 0.435 |
Token+CFG | 0.326 | 0.565 | 0.656 | 0.435 |
Token+PDG | 0.332 | 0.538 | 0.639 | 0.443 |
Token+Mix | 0.321 | 0.549 | 0.639 | 0.427 |
Token+AST+Mix | 0.370 | 0.594 | 0.671 | 0.474 |