Datasets › SpaceNet 1
SpaceNet 1 (SpaceNet 1: Building Detection v1)
SpaceNet 1: Building Detection v1 is a dataset for building footprint detection. The data is comprised of 382,534 building footprints, covering an area of 2,544 sq. km of 3/8 band WorldView-2 imagery (0.5 m pixel res.) across the city of Rio de Janeiro, Brazil. The images are processed as 200m×200m tiles with associated building footprint vectors for training.
The main use case for the detection of building footprints from satellite imagery is to aid foundational mapping.
Benchmarks archive 2025-07-28
All 2 leaderboards 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 | SpaceNet 1 | MAE+MTP(ViT-L) Mean IoU 79.69 | MTP: Advancing Remote Sensing Foundation Model via... | vitae-transformer/mtp +1 | 10 | Compare |
| Object Detection | SpaceNet 1 | YOLT F1 Score 0.21 | SpaceNet: A Remote Sensing Dataset and Challenge Series | avanetten/avanetten.github.io | 1 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 5. 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 | |||
|---|---|---|---|---|
| Scaling Efficient Masked Image Modeling on Large Remote Sensing Dataset | 1 | 1 | 17 Jun 2024 | ran 4 of 7 samples (3 unverified) |
| MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining | 2 | 4 | 20 Mar 2024 | ran 4 of 5 samples (1 unverified) |
| Geography-Aware Self-Supervised Learning | 1 | 5 | 19 Nov 2020 | ran 1 of 3 samples (2 unverified; 3 pointer-only for licence) |
| SpaceNet: A Remote Sensing Dataset and Challenge Series | 1 | 1 | 3 Jul 2018 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- SpaceNet 1
1 variant name, as the archive lists them.
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