Data · dataset · 2026
SpaceGrid-3D: Synthetic and Real Point Clouds of Spatial Grid Structures
Listed in ScienceDB
SpaceGrid-3D contains 470 point-cloud scenes with 7,489,543,911 points.
Description
The synthetic component pairs clean and clutter scans for 230 structures across 14 topologies, 46 member–joint combinations and five scales. It links point labels and structural instances to member connectivity, controlled geometry and observation records.Real scenes R1–R10 represent ten independent physical structures and provide manually reviewed semantic labels.
Coordinates use metres; labels 0, 1 and 2 denote background, node and member. R10 has no node-class ground truth.Four archives—Metadata, Clean, Clutter and Real—share a SpaceGrid-3D root and are extracted into the same parent directory. Paired scans and equivalent geometry groups should remain together in user-defined splits.
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The data are licensed under CC BY 4.0. Companion code: github.com/zyClan/SpaceGrid-3D.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.011vu ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Geomatic engineering 69%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.011vu | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:4013 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |