Prompt Harmfulness Classification on Public Prompt Harmfulness Benchmarks Suite
74.7ToxiC Score
EXPGUARD
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2026.03 | 74.7 | 77.3 | 83.7 | 92.9 | 99.2 | 85.7 | 86.1 | |
2024.06 | 73 | 74.7 | 82.9 | 99 | 70.5 | 80 | - | |
2026.03 | 72.5 | 74.7 | 81.1 | 80.3 | 70.5 | 75.1 | 71.5 | |
2024.06 | 70.8 | 72.1 | 89.4 | 99.5 | 98.9 | 86.1 | - | |
2026.03 | 70.7 | 72 | 80.8 | 94.5 | 98.7 | 84.2 | 88.7 | |
2026.03 | 70.2 | 67.5 | 81.2 | 77.7 | 77.7 | 75.5 | 78.5 | |
2024.06 | 70 | 67.5 | 84.8 | 100 | 77.7 | 80 | - | |
2024.06 | 68.3 | 70.5 | 84.4 | 100 | 100 | 84.6 | - | |
2026.03 | 67 | 79.2 | 72.2 | 80.8 | 59.8 | 68.4 | 51.4 | |
2024.06 | 61.6 | 75.8 | 74.1 | 93 | 67.2 | 74.4 | - | |
2026.03 | 61.6 | 75.8 | 75.3 | 82.5 | 67.2 | 69.7 | 56 | |
2026.03 | 57.6 | 80.6 | 46.3 | 67.1 | 5.3 | 48.1 | 31.7 | |
2026.03 | 53.7 | 79.1 | 76.4 | 88.4 | 98.9 | 78.9 | 77 | |
2024.06 | 47.1 | 76.1 | 71.8 | 95.8 | 94 | 77 | - | |
2026.03 | 47.1 | 76.1 | 76 | 89.1 | 94 | 75.5 | 70.9 | |
2026.03 | 31.9 | 68.4 | 32 | 28.5 | 4.9 | 27.9 | 1.8 | |
2026.03 | 28.5 | 70.5 | 33.6 | 47.3 | 9.6 | 32.3 | 4.1 | |
2024.06 | 25.4 | 79 | 31.9 | 63 | 9.6 | 41.8 | - | |
2026.03 | 25.4 | 79 | 36.2 | 57.6 | 9.6 | 36.7 | 12.1 |