| 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 |
