Datasets › Potsdam

Potsdam

archive 2025-07-28

https://paperswithcode.com/sota/semantic-segmentation-on-isprs-potsdam

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)PaperCode
Semantic Segmentation Potsdam LMFNet-3 mIoU 86.39 LMFNet: An Efficient Multimodal Fusion Approach for... — 11 Compare
Semantic Segmentation Potsdam HRNet-48 mIoU 84.22 Deep High-Resolution Representation Learning for Visual... open-mmlab/mmdetection +41 3 Compare

Papers archive 2025-07-28

10 shown of 10 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 2. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing 0 2 21 Apr 2024 not harvested
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers 1 1 9 Mar 2022 ran 2 of 2 samples (0 unverified)
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery 1 1 18 Sep 2021 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 28 3 31 May 2021 ran 48 of 86 samples (38 unverified; 15 pointer-only for licence)
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation 2 1 17 Jul 2020 not harvested
Deep High-Resolution Representation Learning for Visual Recognition 42 2 20 Aug 2019 ran 3 of 34 samples (31 unverified; 16 pointer-only for licence)
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation 78 1 7 Feb 2018 ran 43 of 72 samples (29 unverified; 40 pointer-only for licence)
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks 1 1 23 Nov 2017 not harvested
Feature Pyramid Networks for Object Detection 85 1 9 Dec 2016 ran 16 of 51 samples (35 unverified; 11 pointer-only for licence)
Pyramid Scene Parsing Network 67 1 4 Dec 2016 ran 7 of 29 samples (22 unverified; 5 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

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

  • Potsdam

1 variant name, as the archive lists them.

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