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sochastic/PHOEBI

PHOEBI Phase-contrast Optical bEnchmark for Bacterial Identification: 120,000 phase-contrast microscopy images of 40 combinations of six rod-shaped bacterial species, for recognising which species a culture contains, including combinations and species never seen in training. Paper: PHOEBI: An Open-World Benchmark for Multi-Label Bacterial Identification in Phase-Contrast Microscopy, NeurIPS 2026, Track on Evaluations and Datasets. Code: github.com/eternal-f1ame/phoebi Project… See the full description on the dataset page: https://huggingface.co/datasets/sochastic/PHOEBI.

Author / organizationsochastic
License (as declared)cc-by-4.0
Downloads134 (as reported by Hugging Face)
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Created26 September 2026
Last updated at source3 October 2026
biologymicroscopybacteriaphase-contrastmulti-labelcompositional-generalizationopen-set-recognitionnovel-class-discovery
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