An explainability-based benchmark showing that surgical vision-language models often make correct predictions without attending to the relevant instruments or tissue.
Robotic surgery.Nature Reviews Bioengineering, pages 1–14, 2025
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
SurgXBench: Explainable Vision-Language Model Benchmark for Surgery
An explainability-based benchmark showing that surgical vision-language models often make correct predictions without attending to the relevant instruments or tissue.