calebrob6/similar-but-different
Similar But Different — Sentinel-2 patches with deceptive RGB 30,927 32×32 Sentinel-2 L2A multispectral patches (12 bands resampled to 10 m) across ten ESA WorldCover classes, selected so that the visible bands are uninformative by construction: every patch sits in a region of RGB-mean space dominated by patches of other classes, while its NIR / red-edge / SWIR response stays class-informative. The dataset is a controlled probe for one question: does a model actually use the… See the full description on the dataset page: https://huggingface.co/datasets/calebrob6/similar-but-different.
Add test-set evaluation groupings (pairs + hard clusters) and document them
docs: correct dataset card - scene-grouped splits, final construction methodology, current baselines
Update dataset: 30,927 patches, 10 classes (200-seed pool, mean+std RGB filter, full confusable set)
Upload v5 dataset (12,474 patches, 10 classes, RGB-confusable filter)
Drop Snow and ice class (v5 has too few samples)
Upload v2 dataset (parquet shards, 72,897 patches, 11 classes)
Delete legacy TIFs batch 7
Delete legacy TIFs batch 6
Delete legacy TIFs batch 5
Delete legacy TIFs batch 4
Delete legacy TIFs batch 3
Delete legacy TIFs batch 2
Delete legacy TIFs batch 1
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