MATH
·
IN
·
MODELS
The map
Structures
Hypotheses
Classification
Matrix
Methods bubble
Genealogy
Families
Papers
Methods
Why
MedSigLIP
Google
Structures found in this family (1)
Anisotropy
By model (1)
MedSigLIP
Anisotropy
Observations (1)
The medical VLM modality gap is a tunable property whose reduction improves downstream performance, but full collapse is not optimal
Papers
On the Cone Effect and Modality Gap in Medical Vision-Language Embeddings (2026)