| NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results | Apr 17, 2025 | Raindrop RemovalRain Removal | CodeCode Available | 2 |
| Learning Truncated Causal History Model for Video Restoration | Oct 4, 2024 | DeblurringDenoising | CodeCode Available | 2 |
| Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal | Jul 24, 2024 | Raindrop RemovalRain Removal | CodeCode Available | 2 |
| Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration | Jan 1, 2024 | Image RestorationRaindrop Removal | CodeCode Available | 2 |
| Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models | Jul 29, 2022 | DenoisingImage Restoration | CodeCode Available | 2 |
| Image Restoration via Multi-domain Learning | May 7, 2025 | Cloud RemovalDeblurring | CodeCode Available | 1 |
| UAV-Rain1k: A Benchmark for Raindrop Removal from UAV Aerial Imagery | Feb 8, 2024 | Dataset GenerationRaindrop Removal | CodeCode Available | 1 |
| WaveDM: Wavelet-Based Diffusion Models for Image Restoration | May 23, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| Video Waterdrop Removal via Spatio-Temporal Fusion in Driving Scenes | Feb 12, 2023 | Autonomous DrivingRaindrop Removal | CodeCode Available | 1 |
| Removing Raindrops and Rain Streaks in One Go | Jun 19, 2021 | Neural Architecture SearchRaindrop Removal | CodeCode Available | 1 |
| Unsupervised Raindrop Removal from a Single Image using Conditional Diffusion Models | May 13, 2025 | Generative Adversarial NetworkImage Inpainting | CodeCode Available | 0 |
| Unsupervised Network for Single Image Raindrop Removal | Dec 4, 2024 | Raindrop RemovalRain Removal | —Unverified | 0 |
| Dual-Pixel Raindrop Removal | Oct 24, 2022 | Raindrop RemovalRain Removal | —Unverified | 0 |
| Feature-Aligned Video Raindrop Removal with Temporal Constraints | May 29, 2022 | Optical Flow EstimationRaindrop Removal | —Unverified | 0 |
| Light Field Raindrop Removal via 4D Re-sampling | May 26, 2022 | Raindrop RemovalRain Removal | —Unverified | 0 |
| UnfairGAN: An Enhanced Generative Adversarial Network for Raindrop Removal from A Single Image | Oct 11, 2021 | Autonomous VehiclesGenerative Adversarial Network | —Unverified | 0 |
| Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal | Mar 12, 2021 | Raindrop RemovalRain Removal | —Unverified | 0 |
| Back-Projection Pipeline | Jan 25, 2021 | Raindrop RemovalRain Removal | —Unverified | 0 |
| Adherent Mist and Raindrop Removal from a Single Image Using Attentive Convolutional Network | Sep 3, 2020 | Raindrop RemovalRain Removal | —Unverified | 0 |
| Attention Based Real Image Restoration | Apr 26, 2020 | DenoisingImage Restoration | CodeCode Available | 0 |
| A^2Net: Adjacent Aggregation Networks for Image Raindrop Removal | Nov 24, 2018 | Raindrop RemovalRain Removal | —Unverified | 0 |
| Attentive Generative Adversarial Network for Raindrop Removal from a Single Image | Nov 28, 2017 | Generative Adversarial NetworkRaindrop Removal | CodeCode Available | 0 |
