Backdoor Detection on MMMU
81Detection AccuracyBadToken
Evaluation Results
| Method | Links | |
|---|---|---|
| BadTokenBase Model=Qwen2.5-VL-7B, Detector=BYE2026.07 | 81 | |
| RewriteBase Model=Qwen2.5-VL-7B, Detector=BYE2026.07 | 75 | |
| BadVisionBase Model=Qwen2.5-VL-7B, Detector=BYE2026.07 | 74 | |
| BadTokenBase Model=Qwen2.5-VL-7B, Detector=BkdAttr2026.07 | 52 | |
| BadVisionBase Model=Qwen2.5-VL-7B, Detector=BkdAttr2026.07 | 48 | |
| RewriteBase Model=Qwen2.5-VL-7B, Detector=BkdAttr2026.07 | 39 | |
| ReShiftBase Model=Qwen2.5-VL-7B, Detector=BkdAttr2026.07 | 17 | |
| ReShiftBase Model=Qwen2.5-VL-7B, Detector=BYE2026.07 | 15 |