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DREAM-1K Video Description Benchmark Dataset

Date

5 months ago

Organization

Paper URL

arxiv.org

Tags

Benchmarks
Video Captioning
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DREAM-1K is a video description benchmark dataset released by ByteDance. The related paper results are:Tarsier: Recipes for Training and Evaluating Large Video Description Models".

The dataset contains 1,000 annotated video clips (about 10 seconds in length) of varying complexity from 5 different categories, each containing at least one dynamic event that cannot be accurately identified from a single frame. Each video is provided with fine-grained manual annotations covering all events, actions, and motions.

Data source category:

  • Live-action movies
  • Animated Films
  • Stock Video
  • YouTube long videos
  • TikTok-style short videos

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