Inspired by the popular GuessWhat or 20-Questions game, we design a human computation game -GuessWhich -which requires collaboration between human and visual conversational AI agents. Mirroring the setting of<cite> (Das et al. 2017b)</cite> , GuessWhich is an image-guessing game that consists of 2 participants -questioner and answerer.