BiomedCLIP zero-shot over-predicts rare chest X-ray labels on IU-Xray, while linear probing nearly matches full fine-tuning and preserves the model's spatial attention fidelity.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Interpreting Biomedical VLMs on High-Imbalance Out-of-Distributions: An Insight into BiomedCLIP on Radiology
BiomedCLIP zero-shot over-predicts rare chest X-ray labels on IU-Xray, while linear probing nearly matches full fine-tuning and preserves the model's spatial attention fidelity.