List your company
ResearchFormerly WizWand

Backdoor Detection on MMMU

81Detection AccuracyBadToken
12.3630.184865.82Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
BadTokenBase Model=Qwen2.5-VL-7B, Detector=BYE2026.0781
RewriteBase Model=Qwen2.5-VL-7B, Detector=BYE2026.0775
BadVisionBase Model=Qwen2.5-VL-7B, Detector=BYE2026.0774
BadTokenBase Model=Qwen2.5-VL-7B, Detector=BkdAttr2026.0752
BadVisionBase Model=Qwen2.5-VL-7B, Detector=BkdAttr2026.0748
RewriteBase Model=Qwen2.5-VL-7B, Detector=BkdAttr2026.0739
ReShiftBase Model=Qwen2.5-VL-7B, Detector=BkdAttr2026.0717
ReShiftBase Model=Qwen2.5-VL-7B, Detector=BYE2026.0715