Midnight (kaiko.ai)
Midnight is a pathology model that matched the leaders while training on far fewer slides.
Midnight-12k (2025) trained on 12,000 TCGA slides with a combined DINOv2 and high-resolution objective; released openly with the eva evaluation framework.
How it works
Data-efficient self-supervision with high-resolution post-training.
- Data efficiency
- Open evaluation tooling
- TCGA-only pretraining
Latest papers
topQuery for this technology: (TITLE:"Midnight" OR ABSTRACT:"Midnight" OR TITLE:"kaiko.ai" OR ABSTRACT:"kaiko.ai") AND (cancer OR tumor OR tumour OR oncology OR carcinoma OR lymphoma OR leukemia OR leukaemia OR myeloma OR sarcoma OR melanoma OR glioma). Results are unfiltered search hits about Midnight (kaiko.ai), not a curated reading list.
Pages like this
not linked directly; found by shared links- TechnologyCHIEF (Harvard, Yu Lab)
Shares Pathology & radiology foundation models and the tags foundation-model, pathology.
- TechnologyPhikon / Phikon-v2 (Owkin)
Shares Pathology & radiology foundation models and the tags foundation-model, pathology.
- TechnologyPLUTO (PathAI)
Shares Pathology & radiology foundation models and the tags foundation-model, pathology.
- TechnologyUNI and CONCH (Harvard, Mahmood Lab)
Shares Pathology & radiology foundation models and the tags foundation-model, pathology.
- TechnologyH-optimus (Bioptimus)
Shares Pathology & radiology foundation models and the tags foundation-model, pathology.
- TechnologyHibou (HistAI)
Shares Pathology & radiology foundation models and the tags foundation-model, pathology.
- TechnologyMUSK (Stanford, vision-language pathology)
Shares Pathology & radiology foundation models and the tags foundation-model, pathology.
- TechnologyTITAN (whole-slide multimodal model)
Shares Pathology & radiology foundation models and the tags foundation-model, pathology.