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.
