Datasets › McMaster
McMaster
The McMaster dataset is a dataset for color demosaicing, which contains 18 cropped images of size 500×500.
Source: FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Image Source: https://www4.comp.polyu.edu.hk/~cslzhang/paper/LMMSEdemosaicing.pdf
Benchmarks archive 2025-07-28
All 5 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 | ||||
|---|---|---|---|---|---|---|
| Color Image Denoising | McMaster sigma50 | AKDT PSNR 30.95 | AKDT: Adaptive Kernel Dilation Transformer for Effective... | albrateanu/AKDT | 7 | Compare |
| Color Image Denoising | McMaster sigma15 | AKDT PSNR 36.71 | AKDT: Adaptive Kernel Dilation Transformer for Effective... | albrateanu/AKDT | 4 | Compare |
| Color Image Denoising | McMaster sigma25 | AKDT PSNR 34.21 | AKDT: Adaptive Kernel Dilation Transformer for Effective... | albrateanu/AKDT | 4 | Compare |
| Color Image Denoising | McMaster sigma35 | FFDNet PSNR 30.81 | FFDNet: Toward a Fast and Flexible Solution for CNN... | cszn/FFDNet +7 | 1 | Compare |
| Color Image Denoising | McMaster sigma75 | FFDNet PSNR 27.33 | FFDNet: Toward a Fast and Flexible Solution for CNN... | cszn/FFDNet +7 | 1 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 101. 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 | |||
|---|---|---|---|---|
| AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising | 1 | 3 | 26 Feb 2025 | not harvested |
| Hierarchical Information Flow for Generalized Efficient Image Restoration | 0 | 3 | 27 Nov 2024 | not harvested |
| Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling | 1 | 5 | 8 Jul 2023 | not harvested |
| KBNet: Kernel Basis Network for Image Restoration | 1 | 1 | 6 Mar 2023 | ran 6 of 9 samples (3 unverified) |
| FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising | 8 | 5 | 11 Oct 2017 | ran 0 of 7 samples (7 unverified) |
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
- McMaster sigma15
- McMaster sigma25
- McMaster sigma35
- McMaster sigma50
- McMaster sigma75
- McMaster
6 variant names, as the archive lists them.
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