BlackSwanSuite, a 15,469-question video benchmark for abductive and defeasible reasoning about unexpected events, shows the best VLMs underperform humans by 21-32%.
Read- ing books is great, but not if you are driving! visually grounded reasoning about defeasible commonsense norms
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Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events
BlackSwanSuite, a 15,469-question video benchmark for abductive and defeasible reasoning about unexpected events, shows the best VLMs underperform humans by 21-32%.