Copertina

Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Corley, Isaac, Sharma, Lakshay, Crasto, Ruth
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Latent Domain Modeling Improves Robustness to Geographic Shifts
di: Crasto, Ruth, et al.
Pubblicazione: (2025)

Class Imbalance in Object Detection: An Experimental Diagnosis and Study of Mitigation Strategies
di: Crasto, Nieves
Pubblicazione: (2024)

Subimage Overlap Prediction: Task-Aligned Self-Supervised Pretraining For Semantic Segmentation In Remote Sensing Imagery
di: Sharma, Lakshay, et al.
Pubblicazione: (2026)

Mapping bathymetry of inland water bodies on the North Slope of Alaska with Landsat using Random Forest
di: Carroll, Mark L., et al.
Pubblicazione: (2025)

Landsat30-AU: A Vision-Language Dataset for Australian Landsat Imagery
di: Ma, Sai, et al.
Pubblicazione: (2025)

Hybrid Machine Learning Model for Forest Height Estimation from TanDEM-X and Landsat Data
di: Mansour, Islam, et al.
Pubblicazione: (2026)

A Change Detection Reality Check
di: Corley, Isaac, et al.
Pubblicazione: (2024)

FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing
di: Corley, Isaac, et al.
Pubblicazione: (2025)

Enhancing coastal water body segmentation with Landsat Irish Coastal Segmentation (LICS) dataset
di: O'Sullivan, Conor, et al.
Pubblicazione: (2024)

AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models
di: Mai, Zheda, et al.
Pubblicazione: (2025)

SuoiAI: Building a Dataset for Aquatic Invertebrates in Vietnam
di: Vo, Tue, et al.
Pubblicazione: (2025)

Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks
di: Purohit, Mirali, et al.
Pubblicazione: (2025)

PhilEO Bench: Evaluating Geo-Spatial Foundation Models
di: Fibaek, Casper, et al.
Pubblicazione: (2024)

Aerial Infrared Health Monitoring of Solar Photovoltaic Farms at Scale
di: Corley, Isaac, et al.
Pubblicazione: (2025)

From Pixels to Patches: Pooling Strategies for Earth Embeddings
di: Corley, Isaac, et al.
Pubblicazione: (2026)

SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond Classification
di: Agnihotri, Shashank, et al.
Pubblicazione: (2025)

EEG Foundation Models: Progresses, Benchmarking, and Open Problems
di: Liu, Dingkun, et al.
Pubblicazione: (2026)

Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI
di: Dionelis, Nikolaos, et al.
Pubblicazione: (2024)

Benchmarking Pathology Foundation Models for Breast Cancer Survival Prediction
di: Gustafsson, Fredrik K., et al.
Pubblicazione: (2026)

DispBench: Benchmarking Disparity Estimation to Synthetic Corruptions
di: Agnihotri, Shashank, et al.
Pubblicazione: (2025)

IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation
di: Tang, Yinghao, et al.
Pubblicazione: (2026)

Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery
di: Robinson, Caleb, et al.
Pubblicazione: (2024)

KamonBench: A Grammar-Based Dataset for Evaluating Compositional Factor Recovery in Vision-Language Models
di: Sproat, Richard, et al.
Pubblicazione: (2026)

SeeFar: Satellite Agnostic Multi-Resolution Dataset for Geospatial Foundation Models
di: Lowman, James, et al.
Pubblicazione: (2024)

Ice-FMBench: A Foundation Model Benchmark for Sea Ice Type Segmentation
di: Taleghan, Samira Alkaee, et al.
Pubblicazione: (2025)

PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines
di: Wang, ZiDong, et al.
Pubblicazione: (2024)

XIMAGENET-12: An Explainable AI Benchmark Dataset for Model Robustness Evaluation
di: Li, Qiang, et al.
Pubblicazione: (2023)

SpaRRTa: A Synthetic Benchmark for Evaluating Spatial Intelligence in Visual Foundation Models
di: Kargin, Turhan Can, et al.
Pubblicazione: (2026)

Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation
di: Cambrin, Daniele Rege, et al.
Pubblicazione: (2024)

IceBench: A Benchmark for Deep Learning based Sea Ice Type Classification
di: Taleghan, Samira Alkaee, et al.
Pubblicazione: (2025)

CurveBench: A Benchmark for Exact Topological Reasoning over Nested Jordan Curves
di: Mohseni, Amirreza, et al.
Pubblicazione: (2026)

An Image Dataset of Common Skin Diseases of Bangladesh and Benchmarking Performance with Machine Learning Models
di: Hossain, Sazzad, et al.
Pubblicazione: (2026)

CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset
di: Wang, Xiao, et al.
Pubblicazione: (2024)

RiskBench: A Scenario-based Benchmark for Risk Identification
di: Kung, Chi-Hsi, et al.
Pubblicazione: (2023)

INR-Bench: A Unified Benchmark for Implicit Neural Representations in Multi-Domain Regression and Reconstruction
di: Li, Linfei, et al.
Pubblicazione: (2025)

OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift
di: Li, Lin, et al.
Pubblicazione: (2023)

Large-Scale Dataset and Benchmark for Skin Tone Classification in the Wild
di: Matias, Vitor Pereira, et al.
Pubblicazione: (2026)

ATR-Bench: A Federated Learning Benchmark for Adaptation, Trust, and Reasoning
di: Ashraf, Tajamul, et al.
Pubblicazione: (2025)

T$^3$Bench: Benchmarking Current Progress in Text-to-3D Generation
di: He, Yuze, et al.
Pubblicazione: (2023)

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image
di: Arazi, Alan, et al.
Pubblicazione: (2026)