{
 "id": "TorbenGl/AQUABENCH",
 "owner": "TorbenGl",
 "name": "AQUABENCH",
 "downloads": 453,
 "likes": 1,
 "last_modified": "2026-09-25T10:07:54.000Z",
 "stated_licence": "other",
 "stated_from": "tag",
 "licence_name": "aquabench-mixed",
 "licence_link": null,
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 "gated": false,
 "tasks": [
  "image-segmentation"
 ],
 "citation": "@inproceedings{globisch2026aquabench,\n  title     = {{AQUABENCH}: Evaluating Vision Foundation Models for Underwater Segmentation},\n  author    = {Globisch, Torben and Oehmcke, Stefan},\n  booktitle = {European Conference on Computer Vision (ECCV) Workshops},\n  year      = {2026},\n  note      = {To appear}\n}\n\n@inproceedings{sauder2025coralscapes,\n  title     = {The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs},\n  author    = {Sauder, Jonathan and Domazetoski, Viktor and Banc-Prandi, Guilhem and Perna, Gabriela and Meibom, Anders and Tuia, Devis},\n  booktitle = {ICCV},\n  pages     = {2115--2122},\n  year      = {2025}\n}\n\n@inproceedings{mukherjee2025cou,\n  title     = {The Common Objects Underwater ({COU}) Dataset for Robust Underwater Object Detection},\n  author    = {Mukherjee, Rishi and Singh, Sakshi and McWilliams, Jack and Sattar, Junaed},\n  booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},\n  pages     = {18597--18603},\n  year      = {2025}\n}\n\n@article{saleh2020deepfish,\n  title   = {A realistic fish-habitat dataset to evaluate algorithms for underwater visual analysis},\n  author  = {Saleh, Alzayat and Laradji, Issam H. and Konovalov, Dmitry A. and Bradley, Michael and Vazquez, David and Sheaves, Marcus},\n  journal = {Scientific Reports},\n  volume  = {10},\n  number  = {1},\n  pages   = {14671},\n  year    = {2020},\n  doi     = {10.1038/s41598-020-71639-x}\n}\n\n@inproceedings{reus2018seagrass,\n  title     = {Looking for ",
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}