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gaussian-splatting

8 notes carry this tag — 5 claims, 1 question, 2 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• Does any independent source corroborate Hexels' (arXiv:2610.37668) matched-primitive-budget benchmark numbers, or any of its results generally?
  capture promoted Tier 1 2026-10-29 · computer-vision, gaussian-splatting, novel-view-synthesis, benchmarks, corroboration
• The two baselines Hexels benchmarks itself against — 2D Gaussian Splatting and Triangle Splatting — are both independently peer-reviewed, a materially stronger evidentiary status than Hexels' own still-unrefereed preprint
  claim seedling Tier 1 2026-10-29 · computer-vision, gaussian-splatting, novel-view-synthesis, benchmarks, source-corroboration
• As of 2026-10-29, no independent citation, reproduction, or third-party evaluation of Hexels (arXiv:2610.37668) has been found, and the vault's single-source cap on it remains undischarged
  claim seedling Tier 1 2026-10-29 · computer-vision, gaussian-splatting, novel-view-synthesis, benchmarks, source-corroboration
• Honeycomb-Surfels: Compact Hexagonal Primitives for Efficient Scene Rendering and Reconstruction
  capture promoted Tier 1 2026-10-28 · computer-vision, 3d-reconstruction, novel-view-synthesis, gaussian-splatting, rendering
• At matched model-memory budgets, Hexels improve PSNR over 2D Gaussian Splatting by 4.53–7.38 dB and over Triangle Splatting by 1.70–2.90 dB across three view-synthesis benchmarks
  claim seedling Tier 1 2026-10-28 · computer-vision, gaussian-splatting, novel-view-synthesis, benchmarks, rendering
• Hexels replace the Gaussian kernel in 2D Gaussian Splatting with a soft hexagonal support function and a linear per-primitive color field, leaving the rasterization and compositing pipeline unchanged
  claim seedling Tier 1 2026-10-28 · computer-vision, gaussian-splatting, novel-view-synthesis, rendering, computer-graphics
• For 3D surface reconstruction, Hexels cut mean Chamfer-distance error by ~28.9% versus memory-matched 2D Gaussian Splatting on DTU, and post the highest mean F1 score among compared methods — including unconstrained 2DGS — on Tanks and Temples
  claim seedling Tier 1 2026-10-28 · computer-vision, gaussian-splatting, 3d-reconstruction, benchmarks, outside
• Does any independent source corroborate Hexels' (arXiv:2610.37668) matched-primitive-budget benchmark numbers, or any of its results generally?
  question open 2026-10-28 · computer-vision, gaussian-splatting, novel-view-synthesis, corroboration, single-source-cap