Safety Classification on BeaverTails 3k (test)
94.7Animal Safety Classification AccuracyAR Relation
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AR RelationBackbone=Llama3.1 8B2025.10 | 94.7 | 94.4 | 81.2 | 84.9 | 91.8 | 85.6 | 70.7 | 62 | 64.8 | 86.8 | 89.5 | 92 | 86 | 78 | 83 | |
| AR MultiNumber of features=52025.10 | 92.7 | 95.3 | 76.5 | 79.8 | 81.7 | 81.7 | 79.7 | 51.1 | 66.3 | 89.3 | 78.9 | 90.8 | 72.4 | 72.5 | 79.2 | |
| AR SingleMode=Single-feature2025.10 | 85.8 | 91.3 | 66.1 | 76.2 | 78.9 | 80.6 | 74.8 | 51.2 | 59.3 | 85.1 | 79.5 | 91.1 | 52.2 | 55.6 | 73.4 | |
| Base SAE2025.10 | 64.3 | 57.4 | 53.6 | 52.2 | 61.1 | 63 | 52.9 | 50.7 | 51.2 | 58.5 | 73.6 | 68.2 | 52.2 | 51.5 | 57.9 |