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Microsoft Research introduced MindTopo, a new benchmark designed to test how vision-language models (VLMs) understand topological and spatial relationships. The announcement frames MindTopo as a tool to evaluate and guide improvements in spatial reasoning and planning capabilities of VLMs.
Microsoft Research published CARE-X, a research proposal for radiology vision-language models (VLMs) that combines auxiliary supervision, reward-aligned learning, and tool-augmented measurement to enable flexible reasoning, calibrated predictions, and measurement-based tools for chest X-ray interpretation.
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