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ResearchFormerly WizWand

Targeted Adversarial Attack Transferability

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

100 image pairs Target: InternVL3-78B (test)

86.1Attack Success Rate

8

May 12, 2026

100 image pairs Qwen2.5-VL-72B (test)

85.9Attack Success Rate (ASR)

8

May 12, 2026

100 image pairs Target: InternVL3.5-14B (test)

89.5Attack Success Rate (ASR)

8

May 12, 2026

100 image pairs Target: LLaVA-1.6-13B (test)

88.6Attack Success Rate (ASR)

8

May 12, 2026

100 image pairs Target: MiniCPM-o-4.5-8B (test)

90.2ASR

8

May 12, 2026

100 image pairs Target: Qwen2.5-VL-7B (test)

86ASR

8

May 12, 2026