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title
description
image
site name
author
updated
2025-12-25 01:19:55
raw text
VCR: Visual Commonsense Reasoning Home Paper Download Code Explore Leaderboard Why is [person4 ] pointing at [person1 ] ? a) He is telling [person3 ] that [person1 ] ordered the pancakes. b) He just told a joke. c) He is feeling accusatory towards [person1 ] . d) He is giving [person1 ] directions. Rationale: I think so because... a) [person1 ] has the pancakes in front of him. b) [person4 ] is taking everyone's order and asked for clarification. c) [person3 ] is looking at the pancakes both she and [person2 ] are smiling slightly. d) [person3 ] is delivering food to the table, and she might not know whose order is whose. Visual Commonsense Reasoning ( VCR ) is a new task and large-scale dataset for cognition-level visual understanding. With one glance at an image, we can effortlessly imagine the world beyond the pixels (e.g. that [person1 ] ordered pancakes). While this task is easy for humans, it is tremendously difficult for ...
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