Active 3D Reconstruction

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

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Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (6 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• GauSS-MI: Gaussian Splatting Shannon Mutual Information for Active 3D Reconstruction
  29 Apr 2025 1 repository listed
  This research tackles the challenge of real-time active view selection and uncertainty quantification on visual quality for active 3D reconstruction.
• ActiveSplat: High-Fidelity Scene Reconstruction through Active Gaussian Splatting
  29 Oct 2024 1 repository listed Syntology ran 2 of 3 samples · 1 unverified
  We propose ActiveSplat, an autonomous high-fidelity reconstruction system leveraging Gaussian splatting.
• GenNBV: Generalizable Next-Best-View Policy for Active 3D Reconstruction
  25 Feb 2024 1 repository listed
  Previous works attempt to automate this process using the Next-Best-View (NBV) policy for active 3D reconstruction.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.