Datasets › VISUELLE
VISUELLE
VISUELLE is a repository build upon the data of a real fast fashion company, Nunalie, and is composed of 5577 new products and about 45M sales related to fashion seasons from 2016-2019. Each product in VISUELLE is equipped with multimodal information: its image, textual metadata, sales after the first release date, and three related Google Trends describing category, color and fabric popularity.
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Image source: https://arxiv.org/pdf/2109.09824v1.pdf
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| New Product Sales Forecasting | VISUELLE | GTM-Transformer [POP] MAE 28.62 | POP: Mining POtential Performance of new fashion... | humaticslab/pop-mining-potential-performance | 5 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 9. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| POP: Mining POtential Performance of new fashion products via webly cross-modal query expansion | 1 | 1 | 22 Jul 2022 | not harvested |
| Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products | 0 | 1 | 8 Apr 2022 | not harvested |
| Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends | 1 | 2 | 20 Sep 2021 | ran 1 of 1 samples (0 unverified) |
| Attention based Multi-Modal New Product Sales Time-series Forecasting | 1 | 1 | 23 Aug 2020 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- VISUELLE
1 variant name, as the archive lists them.
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