Content Safety Classification on XsTest
92.38PrecisionGradient-Controlled Decoding (GCD)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Gradient-Controlled Decoding (GCD)2026.04 | 92.38 | 91 | 91.69 | 3.33 | 9 | |
| SCANS2026.04 | 92.25 | 92.88 | 92.56 | 7.8 | 7.125 | |
| GradSafe2026.04 | 85.58 | 95 | 90.05 | 7.11 | 5 | |
| Top-kDecoding Strategy=Top-k2026.04 | 69.47 | 86.5 | 77.06 | 38 | 13.5 | |
| Top-pDecoding Strategy=Top-p2026.04 | 67.07 | 83.5 | 74.39 | 41.11 | 16.5 | |
| GreedyDecoding Strategy=Greedy2026.04 | 62.66 | 96.5 | 75.98 | 57.56 | 3.5 | |
| Safe-Decoding2026.04 | 49.63 | 100 | 66.33 | 45.11 | 0 |