印刻万物 TOP3DGS印刻万物TOP3DGS

Cases

See what Gaussian Splatting is actually doing around the world.

Our first wave gathers four research and tooling milestones that reshaped the entire spatial-media pipeline — they directly decide what we can capture, clean, and view today. Real spatial cases and creator profiles will roll out as our editors verify them.

Every entry links to the original project page or paper. We don't cite demos we can't verify.

Research & Tool Milestones

Research shaping today's 3DGS paradigm

Papers and open-source tools that shaped today's 3DGS engineering paradigm.

Research Milestone

3D Gaussian Splatting for Real-Time Radiance Field Rendering

The foundational paper for 3DGS, breaking the barrier between high-quality view synthesis and real-time rendering.

by Bernhard Kerbl & Georgios Kopanas · 法国

PaperReal-time
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Research Milestone

SuGaR: Surface-Aligned Gaussian Splatting

Bridges the gap between Gaussian point clouds and traditional polygon mesh pipelines via surface-alignment regularization.

by Antoine Guédon · 法国

PaperOptimization
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Research Milestone

SuperSplat: Open-Source Web Gaussian Editor

A high-performance 3DGS viewer and editor running entirely in the browser, drastically lowering the hardware barrier for spatial data cleanup.

by PlayCanvas Team · 英国

Web RenderingEditingOptimization
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Research Milestone

Mip-Splatting: Anti-Aliased 3D Gaussian Splatting

Resolves intense high-frequency aliasing and dilation artifacts when changing viewing distances by introducing a 2D low-pass filter.

by Zehao Yu · 德国

PaperOptimization
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Research Milestone

2D Gaussian Splatting for Geometrically Accurate Radiance Fields

Flattens volumetric Gaussians into surface-aligned 2D disks with perspective-correct splatting and depth or normal cues for cleaner geometry.

by Binbin Huang

PaperSurfaceReconstructionReal-time
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Research Milestone

4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

Models dynamic scenes with 4D neural voxels and a deformation field over a single canonical Gaussian set for real-time training and storage efficiency.

by Guanjun Wu

PaperDynamicReal-timeOptimization
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Research Milestone

Compact 3D Gaussian Representation for Radiance Field

Combines learned masking, grid-based view-dependent color, and codebook-quantized geometry to shrink Gaussian count and attribute storage while preserving quality.

by Joo Chan Lee

PaperCompressionOptimization
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Research Milestone

Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction

Optimizes 3D Gaussians in canonical space with a deformation field for monocular dynamics and uses annealed smoothing to reduce temporal jitter from pose noise.

by Ziyi Yang

PaperDynamicReal-timeReconstruction
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Research Milestone

DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation

Combines 3D Gaussians with score distillation and mesh or UV refinement to cut per-asset 3D generation time sharply.

by Jiaxiang Tang

PaperGenerationTrainingOptimization
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Research Milestone

GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians

Models humans with animatable 3D Gaussians, learns pose-dependent appearance, and jointly refines motion and look for realistic monocular avatars.

by Liangxiao Hu

PaperAvatarReconstruction
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Research Milestone

Gaussian Splatting SLAM

Uses Gaussians as the sole map representation for monocular SLAM, jointly optimizing poses and primitives for incremental reconstruction and NVS.

by Hidenobu Matsuki

PaperSLAMReal-timeReconstruction
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Research Milestone

HUGS: Human Gaussian Splats

Jointly learns static scene and animatable human Gaussians from a short monocular clip, optimizing skinning weights to reduce articulation artifacts at high FPS.

by Muhammed Kocabas

PaperAvatarReal-timeOptimization
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Research Milestone

LangSplat: 3D Language Gaussian Splatting

Stores distilled language features on Gaussians and splats them for open-vocabulary 3D grounding, avoiding costly NeRF volume rendering.

by Minghan Qin

PaperSemanticOptimizationReal-time
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Research Milestone

Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering

Organizes neural Gaussians on anchors and predicts attributes from the viewpoint to cut redundancy and improve generalization on complex scenes.

by Tao Lu

PaperOptimizationReconstruction
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Spatial Cases & Creators

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Now collecting. We only publish projects our editors have personally verified against public sources.