Dataset · Hugging Face

ayushprd/WaterBench

Name: WaterBench
Creator: ayushprd
License: cc-by-4.0
Keywords: task_categories:image-classification, task_categories:image-segmentation, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:text, modality:text, modality:geospatial, library:datasets, library:mlcroissant, region:us, remote-sensing, sentinel-2, sentinel-1, sentinel-3

WaterBench: Evaluating Geospatial Foundation Models for Coastal and Marine Tasks Overview WaterBench is a benchmark and evaluation protocol for assessing GFMs on high-resolution (10m) radar and optical satellite imagery (Sentinel-1, Sentinel-2) across two downstream task families: image-level regression and classification (e.g., water quality, bathymetry, oil-slick detection) and pixel-level segmentation (e.g., mangroves, seagrass). We also include 300m Sentinel-3… See the full description on the dataset page: https://huggingface.co/datasets/ayushprd/WaterBench.

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Author / organization	ayushprd
License (as declared)	cc-by-4.0
Downloads	287 (as reported by Hugging Face)
Likes	0
Created	20 January 2026
Last updated at source	8 February 2026

remote-sensingsentinel-2sentinel-1sentinel-3marinecoastalbenchmarkgeospatialfoundation-modelsoceanearth-observation

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