Datasets › INRIA Aerial Image Labeling
INRIA Aerial Image Labeling
The INRIA Aerial Image Labeling dataset is comprised of 360 RGB tiles of 5000×5000px with a spatial resolution of 30cm/px on 10 cities across the globe. Half of the cities are used for training and are associated to a public ground truth of building footprints. The rest of the dataset is used only for evaluation with a hidden ground truth. The dataset was constructed by combining public domain imagery and public domain official building footprints.
Source: Distance transform regression for spatially-aware deep semantic segmentation Image Source: https://project.inria.fr/aerialimagelabeling/
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 | ||||
|---|---|---|---|---|---|---|
| Semantic Segmentation | INRIA Aerial Image Labeling | UANet(PVT-V2-B2) IoU 83.34 | Building Extraction from Remote Sensing Images via an... | henryjiepanli/uncertainty-aware-network | 8 | Compare |
Papers archive 2025-07-28
5 shown of 5 papers 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 21. 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 | |||
|---|---|---|---|---|
| DSAT-Net: Dual Spatial Attention Transformer for Building Extraction from Aerial Images | 1 | 1 | 16 Aug 2023 | not harvested |
| Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network | 1 | 4 | 23 Jul 2023 | not harvested |
| Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark | 1 | 1 | 18 May 2023 | not harvested |
| SDSC-UNet: Dual Skip Connection ViT-based U-shaped Model for Building Extraction | 1 | 1 | 25 Apr 2023 | not harvested |
| Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks | 1 | 1 | 19 Dec 2019 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- INRIA Aerial Image Labeling
1 variant name, as the archive lists them.
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