ResearchBenchmarksCross-model adversarial transferability on InstructBLIP to BLIP2Follow1VQA General PerformanceCroPA-0.040.230.50.77Jun 28, 2025Evaluation ResultsMethodMethodLinksVQA General PerformanceVQA Specific PerformanceClassification PerformanceCaptioning PerformanceOverall PerformanceCroPASource Model=InstructB...Source Model=InstructBLIP (Vicuna-7b), Target Model=BLIP2 (OPT-2.7b)2025.06151346Multi-PSource Model=InstructB...Source Model=InstructBLIP (Vicuna-7b), Target Model=BLIP2 (OPT-2.7b)2025.06021024