Multi-bit Watermarking on LLM text generation (400 tokens, 36 bits)
1AUC
Gumbel-max (MirrorMark)
Updated 4d ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2026.01 | 1 | 1 | 0.9929 | 6.8081 | |
2026.01 | 1 | 100 | 98.91 | - | |
2026.01 | 0.9999 | 1 | 1 | 32.5108 | |
2026.01 | 0.9999 | 100 | 100 | - | |
2026.01 | 0.9998 | 0.996 | 0.9811 | 7.1759 | |
2026.01 | 0.9997 | 100 | 96.81 | - | |
2026.01 | 0.9996 | 0.992 | 0.9819 | 7.1759 | |
2026.01 | 0.9996 | 100 | 96.81 | - | |
2026.01 | 0.997 | 0.982 | 0.9599 | 8.816 | |
2026.01 | 0.997 | 98.2 | 95.99 | - | |
2026.01 | 0.9941 | 0.95 | 0.9204 | 6.5826 | |
2026.01 | 0.9941 | 95 | 92.04 | - | |
2026.01 | - | - | - | 7.0513 |