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Perceptual Intelligence and Extended Reality Lab

university
https://pixl.cs.ox.ac.uk
Activity Feed

AI & ML interests

computer vision, spatial intelligence, robotics

Papers

SpatialThinker: Reinforcing 3D Reasoning in Multimodal LLMs via Spatial Rewards

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Hunar Batra's profile picture Ronald Clark's profile picture

Collections 1

SpatialThinker
This collection consists of SpatialThinker 3B and 7B model checkpoints, and STVQA-7K, a Spatial VQA dataset used for training the models.
  • SpatialThinker: Reinforcing 3D Reasoning in Multimodal LLMs via Spatial Rewards

    Paper • 2511.07403 • Published Nov 10, 2025 • 14
  • OX-PIXL/STVQA-7K

    Viewer • Updated Nov 12, 2025 • 7.59k • 52
  • OX-PIXL/SpatialThinker-3B

    4B • Updated Nov 12, 2025 • 227 • 2
  • OX-PIXL/SpatialThinker-7B

    8B • Updated Nov 12, 2025 • 159 • 1
SpatialThinker
This collection consists of SpatialThinker 3B and 7B model checkpoints, and STVQA-7K, a Spatial VQA dataset used for training the models.
  • SpatialThinker: Reinforcing 3D Reasoning in Multimodal LLMs via Spatial Rewards

    Paper • 2511.07403 • Published Nov 10, 2025 • 14
  • OX-PIXL/STVQA-7K

    Viewer • Updated Nov 12, 2025 • 7.59k • 52
  • OX-PIXL/SpatialThinker-3B

    4B • Updated Nov 12, 2025 • 227 • 2
  • OX-PIXL/SpatialThinker-7B

    8B • Updated Nov 12, 2025 • 159 • 1

models 2

OX-PIXL/SpatialThinker-7B

8B • Updated Nov 12, 2025 • 159 • 1

OX-PIXL/SpatialThinker-3B

4B • Updated Nov 12, 2025 • 227 • 2

datasets 1

OX-PIXL/STVQA-7K

Viewer • Updated Nov 12, 2025 • 7.59k • 52
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