ResearchBenchmarksImage Captioning on Flickr30k (BLEU-4 Relative Drop %)Follow3BLEU-4 Relative Drop (%)HONES2.1288.01413.919.786Apr 20, 2026Evaluation ResultsMethodMethodLinksBLEU-4 Relative Drop (%)HONESMasked neuron group=Gen.Masked neuron group=Gen.2026.043HONESMasked neuron group=PairMasked neuron group=Pair2026.046.3HONESMasked neuron group=Spec.Masked neuron group=Spec.2026.0411HONESMasked neuron group=Tr...Masked neuron group=Triple (VQA+OCR+Caption)2026.0424.8