Datasets › Video Waterdrop Removal Dataset
Video Waterdrop Removal Dataset
Due to the lack of training data for video waterdrop removal, we propose a large-scale synthetic dataset with simulated waterdrops in complex driving scenes on rainy days.
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 | ||||
|---|---|---|---|---|---|---|
| Video deraining | Video Waterdrop Removal Dataset | RainMamba PSNR 37.21 | RainMamba: Enhanced Locality Learning with State Space... | TonyHongtaoWu/RainMamba | 5 | 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 5. 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 | |||
|---|---|---|---|---|
| RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining | 1 | 1 | 31 Jul 2024 | ran 2 of 2 samples (0 unverified) |
| Video Waterdrop Removal via Spatio-Temporal Fusion in Driving Scenes | 1 | 1 | 12 Feb 2023 | not harvested |
| Removing Raindrops and Rain Streaks in One Go | 1 | 1 | 19 Jun 2021 | not harvested |
| BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment | 3 | 1 | 27 Apr 2021 | not harvested |
| Video-to-Video Synthesis | 10 | 1 | 20 Aug 2018 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Video Waterdrop Removal Dataset
1 variant name, as the archive lists them.
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