Datasets › PIRM
PIRM (Perceptual Image Restoration and Manipulation)
The PIRM dataset consists of 200 images, which are divided into two equal sets for validation and testing. These images cover diverse contents, including people, objects, environments, flora, natural scenery, etc. Images vary in size, and are typically ~300K pixels in resolution.
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 | ||||
|---|---|---|---|---|---|---|
| Image Super-Resolution | PIRM-test | RankSRGAN NIQE 2.51 | RankSRGAN: Generative Adversarial Networks with Ranker... | xpixelgroup/ranksrgan +1 | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 32. 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 | |||
|---|---|---|---|---|
| RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution | 2 | 1 | 18 Aug 2019 | not harvested |
| ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks | 46 | 1 | 1 Sep 2018 | ran 8 of 44 samples (36 unverified) |
| Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | 140 | 1 | 15 Sep 2016 | ran 16 of 72 samples (56 unverified; 11 pointer-only for licence) |
Dataset loaders archive 2025-07-28
1 loader 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
- PIRM-test
- PIRM
2 variant names, as the archive lists them.
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