IEEE GRSS
First Slide
2026 IEEE International Geoscience and Remote Sensing Symposium
9 - 14 August 2026 • Washington, D.C.
MO3.R10: Multimodal Datasets, Evaluation Protocols, and Performance Metrics for Benchmarking Remote Sensing Algorithms (1/2)
Monday, 10 August, 13:45 - 15:00
Location: Gunston
Session Type: Oral
Session Chair: Haonan Guo,
Track: Community Contributed Themes
Mon, 10 Aug, 13:45 - 14:00

MO3.R10.1: ON BENCHMARKS FOR SATELLITE IMAGE MACHINE LEARNING
Ronny Hänsch, German Aerospace Center; Charlotte Pelletier, Corentin Dufourg, Université Bretagne Sud; Antoine Bralet, Université de Strasbourg; Felipe Carlos, Group on Earth Observation; Felipe Souza, Gilberto Camara, National Institute for Space Research
Mon, 10 Aug, 14:00 - 14:15

MO3.R10.2: FEW-SHOT ADAPTATION BENCHMARK FOR REMOTE SENSING VISION-LANGUAGE MODELS
Karim El Khoury, Maxime Zanella, Christophe De Vleeschouwer, Benoit Macq, UCLouvain
Mon, 10 Aug, 14:15 - 14:30

MO3.R10.3: A High-Quality Southeast Asian Peatland Drainage Dataset via Joint Segmentation-Orientation Learning and Manual Fine-Tuning
Qin Zhao, Chenguang Hou, Aik Song Chia, Leong Keong Kwoh, Kim Hwa Lim, National University of Singapore
Mon, 10 Aug, 14:30 - 14:45

MO3.R10.4: PARAMETERLESS VESSEL DETECTION METHOD FOR PERFORMANCE BENCHMARKING OF HYDROPHONE ARRAYS
Lucas Orellana, Kristian Aalling Soerensen, Patrizio Mariani, Hasse Pedersen, Technical University of Denmark
Mon, 10 Aug, 14:45 - 15:00

MO3.R10.5: Accelerating Earth Science to Action
Zhong Liu, NASA Goddard Earth Sciences Data and Information Services Center (George Mason University); Yixin Wen, University of Florida