Datasets › EuroSAT

EuroSAT

Introduced by Patrick Helber et al. in EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification31 Aug 2017 archive 2025-07-28

Eurosat is a dataset and deep learning benchmark for land use and land cover classification. The dataset is based on Sentinel-2 satellite images covering 13 spectral bands and consisting out of 10 classes with in total 27,000 labeled and geo-referenced images.

Source: EuroSAT Image Source: EuroSAT

Benchmarks archive 2025-07-28

All 8 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.

Papers archive 2025-07-28

30 shown of 37 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 687. 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
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models 1 1 15 May 2025 not harvested
Deep Ensembling of Multiband Images for Earth Remote Sensing and Foramnifera Data 1 1 2 Apr 2025 not harvested
MMRL: Multi-Modal Representation Learning for Vision-Language Models 1 1 11 Mar 2025 ran 0 of 1 samples (1 unverified)
Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification 1 1 1 Sep 2024 not harvested
HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling 2 1 27 Aug 2024 not harvested
Let Go of Your Labels with Unsupervised Transfer 1 1 11 Jun 2024 ran 3 of 4 samples (1 unverified; 4 pointer-only for licence)
Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision 1 1 9 Jun 2024 not harvested
Label Propagation for Zero-shot Classification with Vision-Language Models 1 2 5 Apr 2024 ran 1 of 2 samples (1 unverified)
Prompt Learning via Meta-Regularization 1 1 1 Apr 2024 ran 4 of 7 samples (3 unverified)
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining 2 3 20 Mar 2024 ran 4 of 5 samples (1 unverified)
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models 1 1 5 Mar 2024 not harvested
Improving Cross-domain Few-shot Classification with Multilayer Perceptron 1 1 15 Dec 2023 not harvested
Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models 2 1 11 Dec 2023 ran 3 of 7 samples (4 unverified)
DePT: Decoupled Prompt Tuning 1 1 14 Sep 2023 ran 4 of 8 samples (4 unverified; 8 pointer-only for licence)
Read-only Prompt Optimization for Vision-Language Few-shot Learning 1 1 29 Aug 2023 ran 4 of 6 samples (2 unverified)
Self-regulating Prompts: Foundational Model Adaptation without Forgetting 2 1 13 Jul 2023 ran 7 of 21 samples (14 unverified)
Consistency-guided Prompt Learning for Vision-Language Models 2 1 1 Jun 2023 ran 3 of 7 samples (4 unverified)
Extending global-local view alignment for self-supervised learning with remote sensing imagery 1 2 12 Mar 2023 ran 0 of 3 samples (3 unverified)
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning 2 2 18 Feb 2023 not harvested
Learning Domain Invariant Prompt for Vision-Language Models 1 1 8 Dec 2022 not harvested
MaPLe: Multi-modal Prompt Learning 3 1 6 Oct 2022 ran 4 of 6 samples (2 unverified)
Bayesian Prompt Learning for Image-Language Model Generalization 1 1 5 Oct 2022 ran 4 of 6 samples (2 unverified)
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems 1 1 15 Sep 2022 not harvested
Adversarial Feature Augmentation for Cross-domain Few-shot Classification 1 1 23 Aug 2022 not harvested
Self-supervised Learning in Remote Sensing: A Review 3 2 27 Jun 2022 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems 1 1 25 May 2022 not harvested
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning 1 1 15 Mar 2022 not harvested
Conditional Prompt Learning for Vision-Language Models 12 1 10 Mar 2022 ran 4 of 6 samples (2 unverified)
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision 1 1 16 Feb 2022 not harvested
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation 1 2 29 Apr 2021 ran 0 of 1 samples (1 unverified; 1 pointer-only for licence)

The full list of 37 is in the JSON twin.

Dataset loaders archive 2025-07-28

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

Tasks archive 2025-07-28

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • EuroSAT

1 variant name, as the archive lists them.

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