Safety Classification on ASSEBench (test)
89.97AccuracyTRACE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TRACEBackbone=Qwen2.5-7B-Instruct2026.05 | 89.97 | 87.23 | 93.18 | 82 | |
| MAGEBackbone=Qwen2.5-7B-Instruct2026.05 | 88.86 | 86.01 | 90.44 | 82 | |
| TRACEBackbone=Qwen3-4B-Instruct-25072026.05 | 87.19 | 83.45 | 90.62 | 77.33 | |
| TRACEBackbone=Qwen2.5-3B-Instruct2026.05 | 84.4 | 80.69 | 83.57 | 78.01 | |
| MAGEBackbone=Qwen3-4B-Instruct-25072026.05 | 83.01 | 77.15 | 88.03 | 68.67 | |
| MAGEBackbone=Qwen2.5-3B-Instruct2026.05 | 81.06 | 71.43 | 96.59 | 56.67 | |
| SFTBackbone=Qwen3-4B-Instruct-25072026.05 | 79.39 | 70.16 | 88.78 | 58 | |
| SFTBackbone=Qwen2.5-7B-Instruct2026.05 | 71.59 | 52.34 | 87.5 | 37.33 | |
| SFTBackbone=Qwen2.5-3B-Instruct2026.05 | 71.31 | 52.09 | 86.15 | 37.33 | |
| BaseBackbone=Qwen3-4B-Instruct-25072026.05 | 54.2 | 57.49 | 46.63 | 74.92 | |
| BaseBackbone=Qwen2.5-7B-Instruct2026.05 | 54.12 | 55.94 | 46.37 | 70.48 | |
| BaseBackbone=Qwen2.5-3B-Instruct2026.05 | 50.56 | 50.44 | 43.06 | 60.87 |