CrypticBio provides the largest multimodal dataset of visually confusing species, built from iNaturalist misidentification patterns, with new benchmarks showing that geographic context helps some CLIP-style models identify cryptic species.
BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.MM 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity
CrypticBio provides the largest multimodal dataset of visually confusing species, built from iNaturalist misidentification patterns, with new benchmarks showing that geographic context helps some CLIP-style models identify cryptic species.