Inspector
Cluster inspector
Per-cluster size, label enrichment, technical (site) composition, and representative samples for the label-free-selected clustering already reported on Representations. This is a research-inspection tool, not a diagnostic UI.
Enrichment is not diagnosis
A cluster majority-enriched for one tissue or cell type is a statement about label agreement within this benchmark subsample, not a clinical finding about any individual image.
PathMNIST (histopathology)
Representation: DINOv2 ViT-S/14 · k=6
Cluster #0
71 images in this subsample
Label enrichment
- debris66%
- lymphocytes24%
- colorectal adenocarcinoma epithelium6%
- cancer-associated stroma3%
- smooth muscle1%
Site composition
- CRC-VAL-HE-7K100%
Representative samples
BloodMNIST (blood cell microscopy)
Representation: DINOv2 ViT-S/14 · k=7
Cluster #0
122 images in this subsample
Label enrichment
- monocyte32%
- immature granulocyte30%
- basophil15%
- neutrophil11%
- eosinophil7%
- lymphocyte3%
- erythroblast2%
Representative samples
