Dataset Card for R³ RGB Dataset Table of Contents Dataset Description Dataset Summary Supported Tasks and Leaderboards Dataset Structure Data Instances Data Fields Data Splits File Structure Mapping Dataset Creation Curation Rationale Source Data Additional Information Licensing Information Citation Information Dataset Description Homepage: https://arxiv.org/abs/2509.24022 Paper: R³: Reconstruction, Raw, and Rain: Deraining Directly in the Bayer Domain Dataset Summary The R³ (Reconstruction, Raw, and Rain) RGB Dataset is a large scale, real world stereo dataset designed for deraining tasks directly in the raw sRGB domain. It was collected using a dual camera synchronized setup capturing raw Bayer images, which under went a software ISP. Unlike popular synthetic datasets, R³ uses a real world rain simulation system to generate realistic rain artifacts, including scene depth effects and droplets on windshields. The dataset captures diverse scenarios, including varying lighting conditions (day to low light evening), scenes behind glass, moving vehicles, and active windshield wipers, enabling the evaluation of model robustness to dynamic occlusions and motion artifacts. The RAW RAIN rg…
Runs entirely in your browser via DuckDB-Wasm — this dataset's real data file is loaded once, then queried locally. Nothing is sent to a server.
We use cookies for essential functionality and analytics. You can accept or reject analytics cookies.Cookie policy