Datasets › UC Merced Land Use Dataset
UC Merced Land Use Dataset
This is a 21 class land use image dataset meant for research purposes.
There are 100 images for each of the following classes:
- agricultural
- airplane
- baseballdiamond
- beach
- buildings
- chaparral
- denseresidential
- forest
- freeway
- golfcourse
- harbor
- intersection
- mediumresidential
- mobilehomepark
- overpass
- parkinglot
- river
- runway
- sparseresidential
- storagetanks
- tenniscourt
- Each image measures 256x256 pixels.
The images were manually extracted from large images from the USGS National Map Urban Area Imagery collection for various urban areas around the country. The pixel resolution of this public domain imagery is 1 foot.
Source: UC Merced Land Use Dataset
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 | ||||
|---|---|---|---|---|---|---|
| Scene Classification | UC Merced Land Use Dataset | µ2Net+ (ViT-L/16) Accuracy (%) 100 | A Continual Development Methodology for Large-scale... | google-research/google-research | 6 | Compare |
Papers archive 2025-07-28
6 shown of 6 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 23. The Syntology column is from Syntology's graph (read 2026-09-25), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems | 1 | 1 | 15 Sep 2022 | not harvested |
| All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification | 1 | 1 | 6 May 2022 | not harvested |
| Local semantic enhanced convnet for aerial scene recognition | 1 | 1 | 8 Jul 2021 | not harvested |
| MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels | 1 | 1 | 18 Mar 2021 | not harvested |
| A multiple-instance densely-connected ConvNet for aerial scene classification | 1 | 1 | 3 Mar 2020 | not harvested |
| In-domain representation learning for remote sensing | 1 | 1 | 15 Nov 2019 | not harvested |
Dataset loaders archive 2025-07-28
2 loaders 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
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- UC Merced Land Use Dataset
1 variant name, as the archive lists them.
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