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MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
73citations -
Reliable Virtual Sensing: A Multi-Domain Benchmark for Robustness Under Sensor Failures2026 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access
Jens U. Brandt, Noah C. Puetz, Alexander Windmann, Marc Hilbert, Elena Raponi, Thomas Bäck, +1 more
0citations -
Tracking one-in-a-million: Large-scale benchmark for microbial single-cell tracking with experiment-aware robustness metrics2024 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Johannes Seiffarth, Luisa Blöbaum, Angelo Jovin Yamachui Sitcheu, Ralf Mikut, Hanno Scharr, Alexander Grünberger, +1 more
0citations -
SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning2025 arXiv (Cornell University) preprint Computer Science Human Pose and Action Recognition Open access
Fida Mohammad Thoker, Letian Jiang, Chen Zhao, Piyush Bagad, Hazel Doughty, Bernard Ghanem, +1 more
0citations -
Benchmark of thirteen bioinformatic pipelines for metagenomic virus diagnostics using datasets from clinical samples2021 medRxiv preprint Biochemistry, Genetics and Molecular Biology Genomics and Phylogenetic Studies Open access
Jutte J.C. de Vries, Julianne Rose Brown, Nicole Fischer, Igor A. Sidorov, Sofia Morfopoulou, Jiabin Huang, +24 more
2citations -
SubPipe: A Submarine Pipeline Inspection Dataset for Segmentation and Visual-inertial Localization2024 arXiv (Cornell University) preprint Engineering Underwater Vehicles and Communication Systems Open access
Olaya Álvarez-Tuñón, Luiza Ribeiro Marnet, László Antal, Martin Aubard, María João Costa, Yury Brodskiy
0citations -
Dataset of emerging contaminants in surface water, bottom water, porewater, and sediment: Urban and aquaculture impacts in the central and southern coast of Chile2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Pharmaceutical and Antibiotic Environmental Impacts Open access
Pedro A. Inostroza, Eric Carmona, Martin Krayer Von Krauss, Werner Brack, Thomas Backhaus, Renato A. Quiñones
0citations