Datasets › Raindrop
Raindrop
Raindrop is a set of image pairs, where each pair contains exactly the same background scene, yet one is degraded by raindrops and the other one is free from raindrops. To obtain this, the images are captured through two pieces of exactly the same glass: one sprayed with water, and the other is left clean. The dataset consists of 1,119 pairs of images, with various background scenes and raindrops. They were captured with a Sony A6000 and a Canon EOS 60.
Source: Attentive Generative Adversarial Network for Raindrop Removal from a Single Image
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 | ||||
|---|---|---|---|---|---|---|
| Single Image Deraining | Raindrop | TransWeather PSNR 34.55 | TransWeather: Transformer-based Restoration of Images... | jeya-maria-jose/TransWeather | 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 120. 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 | |||
|---|---|---|---|---|
| Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise | 1 | 1 | 25 Nov 2023 | ran 4 of 5 samples (1 unverified; 5 pointer-only for licence) |
| Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models | 1 | 1 | 29 Jul 2022 | ran 10 of 11 samples (1 unverified) |
| TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions | 1 | 1 | 29 Nov 2021 | ran 0 of 1 samples (1 unverified) |
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
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Raindrop
1 variant name, as the archive lists them.
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