Datasets › WHU Building Dataset
WHU Building Dataset
We manually edited an aerial and a satellite imagery dataset of building samples and named it a WHU building dataset. The aerial dataset consists of more than 220, 000 independent buildings extracted from aerial images with 0.075 m spatial resolution and 450 km2 covering in Christchurch, New Zealand. The satellite imagery dataset consists of two subsets. One of them is collected from cities over the world and from various remote sensing resources including QuickBird, Worldview series, IKONOS, ZY-3, etc. The other satellite building sub-dataset consists of 6 neighboring satellite images covering 550 km2 on East Asia with 2.7 m ground resolution.
Benchmarks archive 2025-07-28
All 3 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 | ||||
|---|---|---|---|---|---|---|
| Change Detection | WHU Building Dataset | IMP+MTP(InternImage-XL) F1-score 0.9559 | MTP: Advancing Remote Sensing Foundation Model via... | vitae-transformer/mtp +1 | 7 | Compare |
| Extracting Buildings In Remote Sensing Images | WHU Building Dataset | SiamixFormer-5 F1 96.69 | SiamixFormer: a fully-transformer Siamese network with... | — | 7 | Compare |
| Building change detection for remote sensing images | WHU Building Dataset | SRC-Net F1 92.06 | SRC-Net: Bi-Temporal Spatial Relationship Concerned... | Chnja/SRCNet | 2 | Compare |
Papers archive 2025-07-28
7 shown of 7 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 17. 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 | |||
|---|---|---|---|---|
| SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection | 1 | 1 | 9 Jun 2024 | not harvested |
| RS-Mamba for Large Remote Sensing Image Dense Prediction | 1 | 1 | 3 Apr 2024 | ran 2 of 6 samples (4 unverified; 6 pointer-only for licence) |
| MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining | 2 | 3 | 20 Mar 2024 | ran 4 of 5 samples (1 unverified) |
| Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization | 1 | 3 | 19 Nov 2023 | not harvested |
| Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network | 1 | 1 | 23 Jul 2023 | not harvested |
| SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images | 0 | 6 | 1 Aug 2022 | not harvested |
| TINYCD: A (Not So) Deep Learning Model For Change Detection | 2 | 1 | 26 Jul 2022 | 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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- WHU Building Dataset
1 variant name, as the archive lists them.
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