mlsanityData to 7 Oct 2026

SkyScript-100M: 1,000,000,000 Pairs of Scripts and Shooting Scripts for Short Drama

arXiv 2408.09333 ↗First posted 18 Aug 2024cs.CLcited by 5

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Abstract (arXiv)

Generating high-quality shooting scripts containing information such as scene and shot language is essential for short drama script generation. We collect 6,660 popular short drama episodes from the Internet, each with an average of 100 short episodes, and the total number of short episodes is about 80,000, with a total duration of about 2,000 hours and totaling 10 terabytes (TB). We perform keyframe extraction and annotation on each episode to obtain about 10,000,000 shooting scripts. We perform 100 script restorations on the extracted shooting scripts based on our self-developed large short drama generation model SkyReels. This leads to a dataset containing 1,000,000,000 pairs of scripts and shooting scripts for short dramas, called SkyScript-100M. We compare SkyScript-100M with the existing dataset in detail and demonstrate some deeper insights that can be achieved based on SkyScript-100M. Based on SkyScript-100M, researchers can achieve several deeper and more far-reaching script optimization goals, which may drive a paradigm shift in the entire field of text-to-video and significantly advance the field of short drama video generation. The data and code are available at https://github.com/vaew/SkyScript-100M.

Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Builds on 29 of its 54 references that are in the map. First posted on arXiv 18 Aug 2024.

Builds on

29 of 54 references.

References · 29

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17 more
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Cited by year (2026 to 7 Oct)

Citing papers per year: 2025: 2; 2026: 3.

5 papers.

  1. 2025LongEval: A Comprehensive Analysis of Long-Text Generation Through a Plan-based Paradigmcited by 14
  2. 2025From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understandingcited by 6
  3. 2026DramaDirector: Geometry-Guided Short Drama Generationcited by 2
  4. 2026SEAM: Shot Entity-Attribute Memory for Consistent Short-Drama Generation at Scalecited by 1
  5. 2026SAGE: Self-Evolving Storyboard Skills via Attribution-Guided Rule Evolutioncited by 0