Before revision:  Additionally, we show that our multimodal method outperformed the vision-only and audio-only baselines in retrieving dropped objects . Our results provide insights in enabling object permanence for robots and offer foundations for ensuring robust robot autonomy in task execution .
After revision:  Additionally, we show that our multimodal method outperformed the vision-only and audio-only baselines in retrieving dropped objects .