Watermark Detection on MBPP (test)
78.42AUROCCodeTracer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CodeTracerCategory=Watermarks2025.08 | 78.42 | 31.6 | |
| SWEET†Category=Watermarks, entropy thresholding=fixed context windows2025.08 | 77.24 | 24.8 | |
| SWEET‡Category=Watermarks, entropy thresholding=fixed context windows2025.08 | 76.57 | 28.4 | |
| WLLMCategory=Watermarks2025.08 | 76.44 | 27.8 | |
| EXP-editCategory=Watermarks2025.08 | 51.22 | 10.6 | |
| LogRankCategory=Post-hoc2025.08 | 48.76 | 7.8 | |
| logp(x)Category=Post-hoc2025.08 | 47.77 | 6.4 | |
| DetectGPTCategory=Post-hoc2025.08 | 46.15 | 3.6 | |
| GPTZeroCategory=Post-hoc2025.08 | 41.1 | 2.8 |