Datasets › CAT2000
CAT2000
Includes 4000 images; 200 from each of 20 categories covering different types of scenes such as Cartoons, Art, Objects, Low resolution images, Indoor, Outdoor, Jumbled, Random, and Line drawings.
Source: CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research
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 | ||||
|---|---|---|---|---|---|---|
| Saliency Detection | CAT2000 | SUM AUC 0.888 | SUM: Saliency Unification through Mamba for Visual... | Arhosseini77/SUM | 2 | Compare |
| Saliency Prediction | CAT2000 | SUM KL 0.27 | SUM: Saliency Unification through Mamba for Visual... | Arhosseini77/SUM | 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 57. 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 | |||
|---|---|---|---|---|
| SUM: Saliency Unification through Mamba for Visual Attention Modeling | 1 | 2 | 25 Jun 2024 | ran 14 of 14 samples (0 unverified) |
| Variational Laws of Visual Attention for Dynamic Scenes | 1 | 1 | 1 Dec 2017 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
- CAT2000
1 variant name, as the archive lists them.
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