Datasets › WikiArt
WikiArt
WikiArt contains painting from 195 different artists. The dataset has 42129 images for training and 10628 images for testing.
Source: Adding New Tasks to a Single Network with Weight Transformations using Binary Masks Image Source: https://towardsdatascience.com/the-non-treachery-of-dataset-df1f6cbe577e
Benchmarks archive 2025-07-28
All 2 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Continual Learning | Wikiart (Fine-grained 6 Tasks) | CondConvContinual Accuracy 78.32 | EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR... | ivclab/CondConvContinual | 6 | Compare |
| Style Transfer | WikiArt | StyleFlow-Content-Fixed-I2I SSIM 0.45 | StyleFlow For Content-Fixed Image to Image Translation | weepiess/StyleFlow-Content-Fixed-I2I | 2 | Compare |
Papers archive 2025-07-28
8 shown of 8 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 96. 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 | |||
|---|---|---|---|---|
| Mamba-ST: State Space Model for Efficient Style Transfer | 1 | 1 | 16 Sep 2024 | ran 7 of 9 samples (2 unverified; 9 pointer-only for licence) |
| Helpful or Harmful: Inter-Task Association in Continual Learning | 1 | 1 | 23 Oct 2022 | not harvested |
| StyleFlow For Content-Fixed Image to Image Translation | 1 | 1 | 5 Jul 2022 | not harvested |
| EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING | 1 | 1 | 7 Dec 2020 | not harvested |
| Compacting, Picking and Growing for Unforgetting Continual Learning | 2 | 1 | 15 Oct 2019 | ran 2 of 4 samples (2 unverified) |
| Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights | 1 | 1 | 19 Jan 2018 | not harvested |
| PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning | 4 | 1 | 15 Nov 2017 | ran 1 of 1 samples (0 unverified; 1 pointer-only for licence) |
| Progressive Neural Networks | 12 | 1 | 15 Jun 2016 | ran 0 of 3 samples (3 unverified; 3 pointer-only for licence) |
Dataset loaders archive 2025-07-28
2 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Wikiart (Fine-grained 6 Tasks)
- WikiArt
2 variant names, as the archive lists them.
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