ResearchBenchmarksTargeted Failure Generation on CelebAFor AI assistantsMarkdownContent indexTargeted Failure Generation on CelebAFollow1Misclass RateMimicry-2.9623.7750.577.23Jan 21, 2026Evaluation resultsMethodMethodLinksMisclass RateEscape RatioConfidence ReductionMS-SSIMLPIPSDiversity TTrace DifferenceMimicry2026.0111———0.05270.77GIFTbench2026.01478———0.04736.23HyNeA2026.0110011———0.06832.8