Binary Analysis on CAPYBARA cross-representation
36.97Performance (Full Mode)RETROFIT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RETROFITBackbone=CodeT5, Method Type=Our method2025.11 | 36.97 | 25.42 | 15.05 | 25.81 | |
| Task ArithmeticBackbone=CodeT5, Method Type=Model-merging approach2025.11 | 32.4 | 17.61 | 8.71 | 19.57 | |
| Ties-MergingBackbone=CodeT5, Method Type=Model-merging approach2025.11 | 32.38 | 16.55 | 7.84 | 18.92 | |
| Ensemble AveragingBackbone=CodeT5, Method Type=Ensemble-based baseline2025.11 | 27.52 | 14.83 | 8.05 | 16.8 | |
| Weight AveragingBackbone=CodeT5, Method Type=Model-merging approach2025.11 | 25.06 | 14.17 | 10.32 | 16.52 | |
| AdaMergingBackbone=CodeT5, Method Type=Model-merging approach2025.11 | 24.77 | 14.01 | 6.62 | 15.13 | |
| Ensemble VotingBackbone=CodeT5, Method Type=Ensemble-based baseline2025.11 | 22.6 | 11.01 | 8.39 | 14 |