Datasets › Sprites
Sprites (2D Video Game Character Sprites)
The Sprites dataset contains 60 pixel color images of animated characters (sprites). There are 672 sprites, 500 for training, 100 for testing and 72 for validation. Each sprite has 20 animations and 178 images, so the full dataset has 120K images in total. There are many changes in the appearance of the sprites, they differ in their body shape, gender, hair, armor, arm type, greaves, and weapon.
Source: Challenges in Disentangling Independent Factors of Variation
Benchmarks archive 2025-07-28
All 3 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 | ||||
|---|---|---|---|---|---|---|
| Imputation | Sprites | GP-VAE (B-NLST) MSE 0.002 | Seq2Tens: An Efficient Representation of Sequences by... | tgcsaba/seq2tens | 1 | Compare |
| Video Prediction | Colored dSprites | MGP-VAE (with geodesic loss) MSE 4.5 | Disentangling Multiple Features in Video Sequences using... | SUTDBrainLab/MGP-VAE | 1 | Compare |
| Video Prediction | Sprites | MGP-VAE (with geodesic loss) MSE 61.6 | Disentangling Multiple Features in Video Sequences using... | SUTDBrainLab/MGP-VAE | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 52. 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 | |||
|---|---|---|---|---|
| Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections | 1 | 1 | 12 Jun 2020 | not harvested |
| Disentangling Multiple Features in Video Sequences using Gaussian Processes in Variational Autoencoders | 1 | 2 | 8 Jan 2020 | not harvested |
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
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Colored dSprites
- Sprites
2 variant names, as the archive lists them.
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