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1. microsoft/X-Decoder microsoft/X-Decoder Public

   [CVPR 2023] Official Implementation of X-Decoder for generalized decoding for pixel, image and language

   Python 1.3k 162

2. UX-Decoder/Segment-Everything-Everywhere-All-At-Once UX-Decoder/Segment-Everything-Everywhere-All-At-Once Public

   [NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

   Python 4.8k 449

3. m3-spatial m3-spatial Public

   [ICLR 2025] Official Implementation of M3: 3D-Spatial Multimodal Memory

   Python 201 8

4. microsoft/SoM microsoft/SoM Public

   [arXiv 2023] Set-of-Mark Prompting for GPT-4V and LMMs

   Python 1.6k 112

5. worldstring worldstring Public

   [Highlight] Official implementation for Actionable World Representation

   Python 82 1

6. Pan-Chera/Multi-Agent-CAD Pan-Chera/Multi-Agent-CAD Public

   MAC (Multi-Agent CAD): A decoupled multi-agent framework for text-to-CAD generation via constrained test-time compute

   Python 934 85