{"ID":2881075,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2508.12813","arxiv_id":"2508.12813","title":"SIS-Challenge: Event-based Spatio-temporal Instance Segmentation Challenge at the CVPR 2025 Event-based Vision Workshop","abstract":"We present an overview of the Spatio-temporal Instance Segmentation (SIS) challenge held in conjunction with the CVPR 2025 Event-based Vision Workshop. The task is to predict accurate pixel-level segmentation masks of defined object classes from spatio-temporally aligned event camera and grayscale camera data. We provide an overview of the task, dataset, challenge details and results. Furthermore, we describe the methods used by the top-5 ranking teams in the challenge. More resources and code of the participants' methods are available here: https://github.com/tub-rip/MouseSIS/blob/main/docs/challenge_results.md","short_abstract":"We present an overview of the Spatio-temporal Instance Segmentation (SIS) challenge held in conjunction with the CVPR 2025 Event-based Vision Workshop. The task is to predict accurate pixel-level segmentation masks of defined object classes from spatio-temporally aligned event camera and grayscale camera data. We provi...","url_abs":"https://arxiv.org/abs/2508.12813","url_pdf":"https://arxiv.org/pdf/2508.12813v1","authors":"[\"Friedhelm Hamann\",\"Emil Mededovic\",\"Fabian Gülhan\",\"Yuli Wu\",\"Johannes Stegmaier\",\"Jing He\",\"Yiqing Wang\",\"Kexin Zhang\",\"Lingling Li\",\"Licheng Jiao\",\"Mengru Ma\",\"Hongxiang Huang\",\"Yuhao Yan\",\"Hongwei Ren\",\"Xiaopeng Lin\",\"Yulong Huang\",\"Bojun Cheng\",\"Se Hyun Lee\",\"Gyu Sung Ham\",\"Kanghan Oh\",\"Gi Hyun Lim\",\"Boxuan Yang\",\"Bowen Du\",\"Guillermo Gallego\"]","published":"2025-08-18T10:49:06Z","proceeding":"cs.CV","tasks":"[\"cs.CV\",\"cs.LG\"]","methods":"[]","has_code":false,"code_links":[{"ID":610759,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_id":2881075,"paper_url":"https://arxiv.org/abs/2508.12813","paper_title":"SIS-Challenge: Event-based Spatio-temporal Instance Segmentation Challenge at the CVPR 2025 Event-based Vision Workshop","repo_url":"https://github.com/tub-rip/MouseSIS","is_official":false,"mentioned_in_paper":false,"mentioned_in_github":true,"github_stars":0}]}