evaluationIntroduced by NLVR2 · 2018
Grounded visual reasoning
Decide whether a statement is true of a pair of photos, which requires compositional reasoning.
Drafted by AI · not yet reviewed
How this idea evolved
Suggested from citations. No curator has recorded what this idea builds on yet. These ideas from the same theme come from papers that NLVR2 cites, directly or one step removed. Citation is a fact; the connection between the ideas is not verified.
Answer free-form natural-language questions about an image.
Pair every question with images that flip the answer, so models must actually look.
Answer questions by reasoning over uncertain scene parses in a probabilistic framework.