Datasets › ISPRS Potsdam

ISPRS Potsdam (2D Semantic Labeling Contest - Potsdam)

archive 2025-07-28

The data set contains 38 patches (of the same size), each consisting of a true orthophoto (TOP) extracted from a larger TOP mosaic.

Source: ISPRS

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	ISPRS Potsdam	AerialFormer-B Overall Accuracy 93.9	AerialFormer: Multi-resolution Transformer for Aerial...	UARK-AICV/AerialFormer	20	Compare
Open Vocabulary Semantic Segmentation	ISPRS Potsdam	SkySense-O mIoU 54.1	SkySense: A Multi-Modal Remote Sensing Foundation Model...	jack-bo1220/awesome-remote-sensing-foundation-models	1	Compare

Papers archive 2025-07-28

16 shown of 16 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 27. 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)
Stochastic Subsampling With Average Pooling	0	1	25 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	1	8 Jun 2024	not harvested
LSKNet: A Foundation Lightweight Backbone for Remote Sensing	2	1	18 Mar 2024	not harvested
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery	1	1	15 Dec 2023	not harvested
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation	1	1	12 Jun 2023	not harvested
A Billion-scale Foundation Model for Remote Sensing Images	0	1	11 Apr 2023	not harvested
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model	2	2	8 Aug 2022	ran 3 of 4 samples (1 unverified)
Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers	0	1	20 Jun 2022	not harvested
An Empirical Study of Remote Sensing Pretraining	2	4	6 Apr 2022	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
Multiattention network for semantic segmentation of fine-resolution remote sensing images	1	1	15 May 2021	not harvested
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images	1	1	25 Apr 2021	ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images	1	1	4 Feb 2021	not harvested

Dataset loaders archive 2025-07-28

fthbng77/Gazebo_SegNet_ImageNet_DephtNetpytorch

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

Tasks archive 2025-07-28

Semantic Segmentation Open Vocabulary Semantic Segmentation

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

ISPRS Potsdam

1 variant name, as the archive lists them.

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