Fashion Synthesis

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

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (13 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.

• CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models
  21 Jul 2024 1 repository listed Syntology ran 1 of 2 samples · 1 unverified · 2 pointer-only (licence)
  Virtual try-on methods based on diffusion models achieve realistic try-on effects but often replicate the backbone network as a ReferenceNet or use additional image encoders to process condition inputs, leading to high…
• HieraFashDiff: Hierarchical Fashion Design with Multi-stage Diffusion Models
  15 Jan 2024 1 repository listed
  Fashion design is a challenging and complex process.
• SGDiff: A Style Guided Diffusion Model for Fashion Synthesis
  15 Aug 2023 1 repository listed
  This paper reports on the development of \textbf{a novel style guided diffusion model (SGDiff)} which overcomes certain weaknesses inherent in existing models for image synthesis.
• Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing
  14 Apr 2021 1 repository listed
  We propose a flexible person generation framework called Dressing in Order (DiOr), which supports 2D pose transfer, virtual try-on, and several fashion editing tasks.
• Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis
  5 Sep 2019 1 repository listed
  We present Poly-GAN, a novel conditional GAN architecture that is motivated by Fashion Synthesis, an application where garments are automatically placed on images of human models at an arbitrary pose.
• Spatially Constrained GAN for Face and Fashion Synthesis
  7 May 2019 1 repository listed
  Besides, a segmentor network is constructed to impose spatial constraints on the generator.

Syntology lines on 1 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.