Text-to-Video Editing

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (9 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• VideoPainter: Any-length Video Inpainting and Editing with Plug-and-Play Context Control
  7 Mar 2025 1 repository listed
  Video inpainting, which aims to restore corrupted video content, has experienced substantial progress.
• Contextualized Diffusion Models for Text-Guided Image and Video Generation
  26 Feb 2024 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  To address this issue, we propose a novel and general contextualized diffusion model (ContextDiff) by incorporating the cross-modal context encompassing interactions and alignments between text condition and visual…
• FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
  9 Oct 2023 1 repository listed Syntology ran 1 of 4 samples · 3 unverified
  In this paper, for the first time, we introduce optical flow into the attention module in the diffusion model's U-Net to address the inconsistency issue for text-to-video editing.
• Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising
  29 May 2023 1 repository listed Syntology ran 0 of 8 samples · 8 unverified
  To address this challenge, we introduce a novel paradigm dubbed as Gen-L-Video, capable of extending off-the-shelf short video diffusion models for generating and editing videos comprising hundreds of frames with…
• ControlVideo: Conditional Control for One-shot Text-driven Video Editing and Beyond
  26 May 2023 1 repository listed Syntology ran 3 of 11 samples · 8 unverified
  This paper presents \emph{ControlVideo} for text-driven video editing -- generating a video that aligns with a given text while preserving the structure of the source video.
• FateZero: Fusing Attentions for Zero-shot Text-based Video Editing
  16 Mar 2023 1 repository listed Syntology ran 7 of 12 samples · 5 unverified
  We also have a better zero-shot shape-aware editing ability based on the text-to-video model.

Syntology lines on 5 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.