Safety classification on Pre-Ex-Bench (test)
92.96AccuracyTRACE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TRACEBackbone=Qwen3-4B-Instruct-25072026.05 | 92.96 | 91.79 | 94.06 | 88.53 | |
| TRACEBackbone=Qwen2.5-7B-Instruct2026.05 | 90.62 | 88.35 | 91 | 85.85 | |
| SFTBackbone=Qwen3-4B-Instruct-25072026.05 | 85.55 | 80 | 93.67 | 69.81 | |
| MAGEBackbone=Qwen3-4B-Instruct-25072026.05 | 80.08 | 71.82 | 86.67 | 61.32 | |
| TRACEBackbone=Qwen2.5-3B-Instruct2026.05 | 70.7 | 63.05 | 65.98 | 60.38 | |
| MAGEBackbone=Qwen2.5-3B-Instruct2026.05 | 63.28 | 26.56 | 77.27 | 16.04 | |
| BaseBackbone=Qwen2.5-7B-Instruct2026.05 | 63.21 | 30.36 | 58.62 | 20.48 | |
| MAGEBackbone=Qwen2.5-7B-Instruct2026.05 | 61.91 | 20.63 | 65 | 12.26 | |
| BaseBackbone=Qwen2.5-3B-Instruct2026.05 | 60.14 | 19.91 | 51.22 | 12.35 | |
| SFTBackbone=Qwen2.5-3B-Instruct2026.05 | 58.59 | 7.02 | 50 | 3.77 | |
| BaseBackbone=Qwen3-4B-Instruct-25072026.05 | 58.25 | 13.66 | 70 | 7.57 | |
| SFTBackbone=Qwen2.5-7B-Instruct2026.05 | 57.81 | 1.82 | 25 | 0.94 |