Datasets:
sylvain hellin commited on
Commit ·
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1
Parent(s): 94be85d
added 7 BIM models (Rioverside project) + updated bibtex for V2
Browse files- README.md +23 -3
- projects/west_riverside_hospital/arc_ifc2x3.ifc +3 -0
- projects/west_riverside_hospital/arc_ifc4.ifc +3 -0
- projects/west_riverside_hospital/elec_ifc2x3.ifc +3 -0
- projects/west_riverside_hospital/elec_ifc4.ifc +3 -0
- projects/west_riverside_hospital/fire_ifc2x3.ifc +3 -0
- projects/west_riverside_hospital/fire_ifc4.ifc +3 -0
- projects/west_riverside_hospital/license.txt +21 -0
- projects/west_riverside_hospital/mech_ifc2x3.ifc +3 -0
- projects/west_riverside_hospital/mech_ifc4.ifc +3 -0
- projects/west_riverside_hospital/model_card.md +108 -0
- projects/west_riverside_hospital/plumb_ifc2x3.ifc +3 -0
- projects/west_riverside_hospital/plumb_ifc4.ifc +3 -0
- projects/west_riverside_hospital/sprinkle_ifc2x3.ifc +3 -0
- projects/west_riverside_hospital/sprinkle_ifc4.ifc +3 -0
- projects/west_riverside_hospital/str_ifc2x3.ifc +3 -0
- projects/west_riverside_hospital/str_ifc4.ifc +3 -0
README.md
CHANGED
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@@ -46,7 +46,7 @@ A benchmark dataset for evaluating BIM (Building Information Modeling) comprehen
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## Features
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-
- **
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- **1,027 question-answer pairs** covering diverse BIM information retrieval tasks
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- **4 question categories** based on data retrieval complexity (direct retrieval, computational aggregation, geometric/spatial computation, incomplete information)
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- **Rich contextual data**: original IFC files, model cards, license documentation
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│ ├── schependomlaan/
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│ ├── sixty5/
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│ ├── smiley_west/
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-
│
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│ ├── arc.ifc # IFC model files
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│ ├── model_card.md # Project metadata
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│ ├── license.txt # Model license
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| `sixty5` | Architecture, Electrical, Facade, Kitchen, Plumbing, Structural, Ventilation | CC BY 4.0 | living | [buildingSMART](https://github.com/buildingsmart-community/Community-Sample-Test-Files) |
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| `smiley_west` | Architecture | CC BY 4.0 | living | [KIT IFC Examples](https://www.ifcwiki.org/index.php?title=KIT_IFC_Examples) |
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| `wbdg_office` | Architecture, MEP, Structural | CC BY 4.0 | office | [WBDG](https://www.wbdg.org/bim/cobie/common-bim-files) |
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<table>
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<tr>
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## Citation
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-
If using in research, please cite:
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```bibtex
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@inproceedings{hellinNaturalLanguageInformation2025,
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- TUM BIM Fundamentals SS2025 students for fantasy building models
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- [Selahattin Doelger](https://github.com/buildingsmart-community/Community-Sample-Test-Files) for the Sixty5 models
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- The openBIM community for quality assurance
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---
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## Features
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+
- **22 BIM projects** with 51 IFC models across architectural, structural, MEP, and specialty disciplines
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- **1,027 question-answer pairs** covering diverse BIM information retrieval tasks
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- **4 question categories** based on data retrieval complexity (direct retrieval, computational aggregation, geometric/spatial computation, incomplete information)
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- **Rich contextual data**: original IFC files, model cards, license documentation
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│ ├── schependomlaan/
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│ ├── sixty5/
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│ ├── smiley_west/
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│ ├── wbdg_office/
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│ └── west_riverside_hospital/
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│ ├── arc.ifc # IFC model files
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│ ├── model_card.md # Project metadata
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│ ├── license.txt # Model license
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| `sixty5` | Architecture, Electrical, Facade, Kitchen, Plumbing, Structural, Ventilation | CC BY 4.0 | living | [buildingSMART](https://github.com/buildingsmart-community/Community-Sample-Test-Files) |
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| `smiley_west` | Architecture | CC BY 4.0 | living | [KIT IFC Examples](https://www.ifcwiki.org/index.php?title=KIT_IFC_Examples) |
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| `wbdg_office` | Architecture, MEP, Structural | CC BY 4.0 | office | [WBDG](https://www.wbdg.org/bim/cobie/common-bim-files) |
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| `west_riverside_hospital` | Architecture, Structural, Mechanical, Plumbing, Electrical, Fire Alarm, Sprinklers | CC BY 3.0 | healthcare | [OpenIFC Model Repository](https://openifcmodel.cs.auckland.ac.nz/) |
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<table>
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<tr>
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## Citation
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If using IFC-Bench in research, please cite the paper that introduces the v2 benchmark (currently a preprint, submitted to *Automation in Construction*; this entry will be updated once the paper is accepted):
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```bibtex
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@misc{hellinBIMInformationExtraction2026,
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title = {{{BIM Information Extraction Through LLM-based Adaptive Exploration}}},
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author = {Hellin, Sylvain and Jang, Suhyung and Fuchs, Stefan and Nousias, Stavros and Borrmann, Andr{\'e}},
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year = 2026,
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eprint = {2605.01698},
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archivePrefix = {arXiv},
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primaryClass = {cs},
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doi = {10.48550/arXiv.2605.01698},
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url = {https://arxiv.org/abs/2605.01698},
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note = {Preprint, submitted to Automation in Construction}
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}
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```
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The v1 benchmark was introduced in:
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```bibtex
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@inproceedings{hellinNaturalLanguageInformation2025,
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- TUM BIM Fundamentals SS2025 students for fantasy building models
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- [Selahattin Doelger](https://github.com/buildingsmart-community/Community-Sample-Test-Files) for the Sixty5 models
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- The openBIM community for quality assurance
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+
- Wawan Solihin (Singapore) for donating the West Riverside Hospital multi-discipline IFC models
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- Professor Robert Amor (University of Auckland) for hosting the models on the OpenIFC Model Repository
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---
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projects/west_riverside_hospital/arc_ifc2x3.ifc
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version https://git-lfs.github.com/spec/v1
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oid sha256:989ace1d52f694ee94d80bd99aa81d0ff3d76cf21f34fcfd00a286ac897ed8a6
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size 80318141
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projects/west_riverside_hospital/arc_ifc4.ifc
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version https://git-lfs.github.com/spec/v1
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oid sha256:230afa4d72a59c9ce18cdd9a7bc7c5c3e409a46078de6e14b19741b4cf92cf09
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size 80937122
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projects/west_riverside_hospital/elec_ifc2x3.ifc
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version https://git-lfs.github.com/spec/v1
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oid sha256:e443ca5e13756de89f50b61256e512925ce38b76d3a20a4a17fa35ffa6650c95
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size 4725101
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projects/west_riverside_hospital/elec_ifc4.ifc
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e404c4e4c9085338383a89ae57a3a31ebe96ee406214392a1bf69a6775dcecc
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size 4435308
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projects/west_riverside_hospital/fire_ifc2x3.ifc
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version https://git-lfs.github.com/spec/v1
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oid sha256:a94a9c179a5d22724576d8f4b668dec94a59b6dd447ea6c8a4ede5206c17201d
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size 906328
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projects/west_riverside_hospital/fire_ifc4.ifc
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version https://git-lfs.github.com/spec/v1
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oid sha256:f04e6fb62ad10cd78177d1d390758e912e3ad65881a184cca8ea1da07c59ae23
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projects/west_riverside_hospital/license.txt
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West Riverside Hospital IFC Models
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Donated by Wawan Solihin (Singapore)
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Hosted on OpenIFC Model Repository by Professor Robert Amor, University of Auckland
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Source: https://openifcmodel.cs.auckland.ac.nz/
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This work is licensed under the Creative Commons Attribution 3.0 Unported License.
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To view a copy of this license, visit https://creativecommons.org/licenses/by/3.0/
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Under this license you are free to:
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Share -- copy and redistribute the material in any medium or format
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Adapt -- remix, transform, and build upon the material for any purpose, even commercially
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Under the following terms:
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Attribution -- You must give appropriate credit, provide a link to the license,
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and indicate if changes were made. You may do so in any reasonable manner, but
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not in any way that suggests the licensor endorses you or your use.
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Attribution:
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Solihin, W. West Riverside Hospital IFC Models. OpenIFC Model Repository,
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University of Auckland. https://openifcmodel.cs.auckland.ac.nz/
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License: CC BY 3.0 (confirmed by Professor Robert Amor, 1 April 2026)
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projects/west_riverside_hospital/mech_ifc2x3.ifc
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version https://git-lfs.github.com/spec/v1
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oid sha256:0c0551bf150dae56702515a53d55cf7f289d3637ccd7b399b092c47b9fa9272d
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size 78764170
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projects/west_riverside_hospital/mech_ifc4.ifc
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oid sha256:04a29bc312fe0b026634ad86390e8b72c1d1c1765255351f787503d3d8ce1c13
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projects/west_riverside_hospital/model_card.md
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---
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project: west_riverside_hospital
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models:
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- file: arc_ifc2x3.ifc
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discipline: Architecture
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schema: IFC2X3
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- file: arc_ifc4.ifc
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discipline: Architecture
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schema: IFC4
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- file: str_ifc2x3.ifc
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discipline: Structural
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schema: IFC2X3
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- file: str_ifc4.ifc
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discipline: Structural
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schema: IFC4
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- file: mech_ifc2x3.ifc
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discipline: Mechanical
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schema: IFC2X3
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- file: mech_ifc4.ifc
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discipline: Mechanical
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schema: IFC4
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- file: plumb_ifc2x3.ifc
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discipline: Plumbing
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schema: IFC2X3
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- file: plumb_ifc4.ifc
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discipline: Plumbing
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schema: IFC4
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- file: elec_ifc2x3.ifc
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discipline: Electrical
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schema: IFC2X3
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- file: elec_ifc4.ifc
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discipline: Electrical
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schema: IFC4
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- file: fire_ifc2x3.ifc
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discipline: Fire Alarm
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schema: IFC2X3
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- file: fire_ifc4.ifc
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discipline: Fire Alarm
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schema: IFC4
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- file: sprinkle_ifc2x3.ifc
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discipline: Sprinklers
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schema: IFC2X3
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- file: sprinkle_ifc4.ifc
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discipline: Sprinklers
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schema: IFC4
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license: CC BY 3.0
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usage: healthcare
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author: "Solihin, W. West Riverside Hospital IFC Models. OpenIFC Model Repository, University of Auckland."
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source: "https://openifcmodel.cs.auckland.ac.nz/"
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---
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# west_riverside_hospital
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## Description
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A large multi-storey hospital building donated by Wawan Solihin (Singapore) and hosted on the
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OpenIFC Model Repository by Professor Robert Amor at the University of Auckland. The dataset
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provides seven disciplines each available in both IFC 2X3 and IFC 4, making it one of the most
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comprehensive multi-schema, multi-discipline BIM datasets in the public domain.
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The architectural model covers 8 levels (Level 1 through Level 7A, elevations 0--34000 mm).
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The structural model covers 15 levels. The mechanical model is exceptionally detailed with
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59,215 products across 11 levels.
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## Models
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| File | Discipline | Schema | Storeys | Products | Description |
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|------|-----------|--------|---------|----------|-------------|
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| `arc_ifc2x3.ifc` | Architecture | IFC2X3 | 8 | 15,316 | Full architectural model incl. walls, doors, windows, columns, members, plates |
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| `arc_ifc4.ifc` | Architecture | IFC4 | 8 | 15,316 | IFC4 counterpart -- identical product count |
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| `str_ifc2x3.ifc` | Structural | IFC2X3 | 15 | 2,915 | Structural frame: 1970 beams, 255 columns, slabs |
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| `str_ifc4.ifc` | Structural | IFC4 | 15 | 2,915 | IFC4 counterpart |
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| `mech_ifc2x3.ifc` | Mechanical | IFC2X3 | 11 | 59,215 | HVAC system: 8,732 duct/pipe segments, 1,064 terminals |
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| `mech_ifc4.ifc` | Mechanical | IFC4 | 11 | 59,215 | IFC4 counterpart -- 3,916 IfcPipeSegment elements |
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| `plumb_ifc2x3.ifc` | Plumbing | IFC2X3 | 5 | 26,942 | 4,308 pipe segments, 474 terminals |
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| `plumb_ifc4.ifc` | Plumbing | IFC4 | 5 | 26,942 | IFC4 counterpart |
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| `elec_ifc2x3.ifc` | Electrical | IFC2X3 | 7 | 6,305 | 1,410 flow terminals, 84 segments |
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| `elec_ifc4.ifc` | Electrical | IFC4 | 7 | 6,305 | IFC4 counterpart -- 1,272 IfcLightFixture elements |
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| `fire_ifc2x3.ifc` | Fire Alarm | IFC2X3 | 5 | 874 | Fire alarm devices |
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| `fire_ifc4.ifc` | Fire Alarm | IFC4 | 5 | 874 | IFC4 counterpart |
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| 81 |
+
| `sprinkle_ifc2x3.ifc` | Sprinklers | IFC2X3 | 5 | 38,255 | 6,228 pipe segments, 1,354 sprinkler heads |
|
| 82 |
+
| `sprinkle_ifc4.ifc` | Sprinklers | IFC4 | 5 | 38,255 | IFC4 counterpart -- 1,354 IfcFireSuppressionTerminal |
|
| 83 |
+
|
| 84 |
+
## Known Limitations
|
| 85 |
+
|
| 86 |
+
- **No IfcSpace elements** in any model including the architectural file. Rooms and spaces are
|
| 87 |
+
not explicitly modelled as IFC spatial units; spatial analysis must rely on storey containment.
|
| 88 |
+
- **IFC4 MEP files have fewer property sets** than their IFC2X3 counterparts. The
|
| 89 |
+
`Pset_DistributionFlowElementCommon` property set (containing `Reference`) was not carried
|
| 90 |
+
over during schema conversion for the mechanical, plumbing, and sprinkler models.
|
| 91 |
+
- **Empty building name**: the `IfcBuilding.Name` attribute is blank in all files; the
|
| 92 |
+
`IfcProject.Name` is set to `"Project Number"`.
|
| 93 |
+
- **Large unplaced element counts** in MEP files (e.g. 39,532 in mech): these are fitting and
|
| 94 |
+
accessory elements without direct spatial containment, which is typical for Revit MEP exports.
|
| 95 |
+
- The fire alarm model (874 products, 12 property sets) contains minimal property data.
|
| 96 |
+
|
| 97 |
+
## Architectural Level Breakdown
|
| 98 |
+
|
| 99 |
+
| Level | Elevation (mm) | Elements |
|
| 100 |
+
|-------|---------------|----------|
|
| 101 |
+
| Level 1 | 0 | 844 |
|
| 102 |
+
| Level 2 | 6,000 | 909 |
|
| 103 |
+
| Level 3 | 11,000 | 1,167 |
|
| 104 |
+
| Level 4 | 16,000 | 856 |
|
| 105 |
+
| Level 5 | 21,000 | 788 |
|
| 106 |
+
| Level 6 | 26,000 | 448 |
|
| 107 |
+
| Level 7A | 31,000 | 154 |
|
| 108 |
+
| Level 7 | 34,000 | 21 |
|
projects/west_riverside_hospital/plumb_ifc2x3.ifc
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5f3e24ed70828387453d161caae7d7547b3c97803cc81df6c97849aa11676aa8
|
| 3 |
+
size 24998920
|
projects/west_riverside_hospital/plumb_ifc4.ifc
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bb53f0eb8f7295e91e0fb6ec6b79a30022a2e0e248714aab6bb1a8930c4793dd
|
| 3 |
+
size 23762808
|
projects/west_riverside_hospital/sprinkle_ifc2x3.ifc
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:99e928f6714b69afd7e709b83f96904d3e3661640df7d5d4391415bd3c977c3e
|
| 3 |
+
size 35659244
|
projects/west_riverside_hospital/sprinkle_ifc4.ifc
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0e30c25a77ebcd75b2fc3a6cb87dc3891bd476f60a269e36eb5e0149bcc06ea7
|
| 3 |
+
size 33990094
|
projects/west_riverside_hospital/str_ifc2x3.ifc
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5f404bfbce09d3de30ac360d98067ce4b40e7b6a9603ebea67d6d5fe9d48c0f2
|
| 3 |
+
size 6398139
|
projects/west_riverside_hospital/str_ifc4.ifc
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7eed88eb21dafdc5a5950d9b1ee18df3fd00fcd376a14fd1bae80658e371975e
|
| 3 |
+
size 6484576
|