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1. DRSformer DRSformer Public

   Learning A Sparse Transformer Network for Effective Image Deraining (CVPR 2023)

   Python 318 18

2. NeRD-Rain NeRD-Rain Public

   Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining (CVPR 2024)

   Python 199 14

3. House-Leo/FoundIR House-Leo/FoundIR Public

   [ICCV 2025] FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration

   Python 196 2

4. UDR-Mixer UDR-Mixer Public

   Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method

   Python 41 1

5. HQ-RAIN HQ-RAIN Public

   Towards Unified Deep Image Deraining: A Survey and A New Benchmark (TPAMI 2025)

   Python 28

6. UAV-Rain1k UAV-Rain1k Public

   UAV-Rain1k: A Benchmark for Raindrop Removal from UAV Aerial Imagery (CVPRW 2024)

   Python 26 2