Datasets › IFCNet
IFCNet
The full IFCNet dataset currently consists of 19,000 CAD models distributed over 65 classes according to the taxonomy of the Industry Foundation Classes (IFC) standard. The IFC standard provides an open data exchange format for projects in the Architecture, Engineering and Construction (AEC) domain. Due to high imbalances with respect to the number of objects in each class, a subset of 8,000 objects from 20 classes is selected to form the IFCNetCore dataset, providing a more balanced distribution. Apart from the geometric information of the CAD model, most objects also have semantic information in the form of key-value pairs, enums or lists, which are relevant to different stages of the construction process.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| IFC Entity Classification | IFCNetCore | MVCNN Balanced Accuracy 85.54 | IFCNet: A Benchmark Dataset for IFC Entity Classification | cemunds/ifcnet-models | 3 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 2. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| IFCNet: A Benchmark Dataset for IFC Entity Classification | 1 | 3 | 17 Jun 2021 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- IFCNet
- IFCNetCore
2 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections