TerraIncognita is a curated benchmark for evaluating open-world insect classification and biodiversity discovery. It includes labeled images of both Known species and Novel (unseen) insect specimens collected from underexplored biodiversity-rich regions.
The benchmark includes:
Expert-reviewed taxonomic labels at multiple levels: Order, Family, Genus… See the full description on the dataset page:
https://huggingface.co/datasets/BGLab/TerraIncognita.