UAVid

Introduced by Ye Lyu et al. in UAVid: A Semantic Segmentation Dataset for UAV Imagery archive 2025-07-28

UAVid is a high-resolution UAV semantic segmentation dataset as a complement, which brings new challenges, including large scale variation, moving object recognition and temporal consistency preservation. The UAV dataset consists of 30 video sequences capturing 4K high-resolution images in slanted views. In total, 300 images have been densely labeled with 8 classes for the semantic labeling task.

Source: UAVid: A Semantic Segmentation Dataset for UAV Imagery Image Source: https://uavid.nl/

Homepage Benchmarks Papers JSON

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	UAVid	U-Net Ensemble Mean IoU 73.34	U-Net Ensemble for Enhanced Semantic Segmentation in...	—	10	Compare
Scene Segmentation	UAVid	UNetFormer Category mIoU 67.8	UNetFormer: A UNet-like Transformer for Efficient...	WangLibo1995/GeoSeg	1	Compare

Papers archive 2025-07-28

8 shown of 8 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 54. 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
Dynamic Dictionary Learning for Remote Sensing Image Segmentation	1	1	9 Mar 2025	ran 9 of 12 samples (3 unverified; 12 pointer-only for licence)
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual Tasks	1	1	17 Jan 2025	not harvested
DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks	1	1	23 Sep 2024	not harvested
SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation	1	1	3 Sep 2024	not harvested
U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery	0	2	8 Jun 2024	not harvested
LSKNet: A Foundation Lightweight Backbone for Remote Sensing	2	2	18 Mar 2024	not harvested
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery	1	2	18 Sep 2021	ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images	1	1	23 Jun 2021	not harvested

Dataset loaders archive 2025-07-28

www.sciencedirect.com/science/article/abs/pii/S0924271622001654 WangLibo1995/GeoSegpytorch

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Semantic Segmentation Scene Understanding Scene Segmentation Autonomous Driving

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

UAVid

1 variant name, as the archive lists them.

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