Papers2

#rule-based evaluation

A Very Big Video Reasoning Suite

Maijunxian Wang, Ruisi Wang et al.Feb 23arXiv

This paper builds a gigantic library of video puzzles (VBVR) so AI can practice not just making pretty videos, but actually thinking through what happens over time.

#video reasoning#rule-based evaluation#in-domain generalization

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DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints

Intermediate

Yinger Zhang, Shutong Jiang et al.Jan 26arXiv

DeepPlanning is a new benchmark that tests whether AI can make long, realistic plans that fit time and money limits.

#long-horizon planning#agentic tool use#global constrained optimization

Not triaged yet