Source Code Watermarking on MBPP (with CodeBLEU)
97.85Bit AccuracyCLASP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLASPAttack=None2025.10 | 97.85 | 99.69 | — | |
| CLASPAttack=BBR V@50%2025.10 | 95.82 | 95.85 | 65.22 | |
| CLASPAttack=BBR V@75%2025.10 | 94.16 | 91.7 | 68.28 | |
| CLASPAttack=BBR T@12025.10 | 93.85 | 95.64 | 64.01 | |
| CLASPAttack=BBR T@22025.10 | 92.96 | 95.43 | 61.1 | |
| CLASPAttack=BBR V@100%2025.10 | 92.82 | 88.28 | 67.44 | |
| CLASPAttack=BBR T@32025.10 | 90.8 | 95.22 | 57.14 | |
| CLASPAttack=BBR V@25%2025.10 | 89.13 | 95.11 | 52.1 | |
| CLASPAttack=ADW GPT-4o2025.10 | 79.72 | 99.38 | 41.19 | |
| CodeMarkAttack=None2025.10 | 70.3 | 25.77 | — | |
| CodeMarkAttack=BBR T@12025.10 | 50.62 | 25.7 | 60.45 | |
| CodeMarkAttack=BBR T@22025.10 | 50.46 | 25.66 | 57.08 | |
| CodeMarkAttack=BBR T@32025.10 | 50.44 | 25.54 | 52.3 | |
| CodeMarkAttack=ADW GPT-4o2025.10 | 50.18 | 7.8 | 0.45 | |
| CodeMarkAttack=BBR V@100%2025.10 | 49.92 | 25.26 | 47.04 | |
| CodeMarkAttack=BBR V@75%2025.10 | 49.72 | 25.46 | 52.3 | |
| CodeMarkAttack=BBR V@25%2025.10 | 49.46 | 25.36 | 60.45 | |
| CodeMarkAttack=BBR V@50%2025.10 | 49.02 | 25.67 | 57.08 |