3dgs-method-compare

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Compare 3D Gaussian Splatting variants across 11 dimensions. Built-in knowledge of 760+ methods across 25 categories. Supports axis-driven fragment loading for efficient context usage. Use when: comparing 3DGS methods or variants, analyzing trade-offs between Gaussian Splatting approaches, generating comparison tables for 3DGS papers, finding the best 3DGS method for a scenario, 检索3DGS方法对比/3D高斯泼溅方法比较.

AI & Automation 129 stars 9 forks Updated today Apache-2.0

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Quality Score: 92/100

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Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# 3DGS Method Comparison Engine (Router) > **Architecture**: Axis-driven static/dynamic router. Do NOT try to apply the comparison logic from memory or from this router alone. Always load fragments from disk as described below. ## Step 1 — Detect Request Axes Analyze the user's request to determine axis values: ### Axis: category | User Intent | category value | |-------------|---------------| | Foundation/baseline methods, opacity, compression | core | | Surface reconstruction, geometry, text-to-3D generation | geometry | | Language features, semantic, feed-forward inference | semantic | | SLAM, large-scale scene, urban reconstruction | slam | | Dynamic scenes, 4DGS, human/avatar, articulated objects | dynamic | | Cross-domain, autonomous driving, spatial intelligence, editing, systems | pplication | | Broad/unspecified comparison across many categories | ll | ### Axis: depth | User Intent | depth value | |-------------|-------------| | Quick lookup, single method info | quick | | Standard comparison (2-5 methods, focused analysis) | standard | | Comprehensive survey, full-category scan | comprehensive | If the user does not specify, defaults are: category=all, depth=standard. ## Step 2 — Load Required Fragments ### Always Load (every invocation) Read these files from static/: - static/core-stance.md — Role, capabilities, comparison dimensions, rendering comparison table, guardrails ### On-Demand Load (by detected category) Read the corresponding fragment(s) from ...

Details

Author
jaccen
Repository
jaccen/Awesome-Gaussian-Skills
Created
3 months ago
Last Updated
today
Language
TypeScript
License
Apache-2.0

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