{"url":"/dataset/kins","name":"KINS","full_name":null,"description_markdown":"Augments the KITTI with more instance pixel-level annotation for 8 categories.\r\n\r\nSource: [Amodal Instance Segmentation with KINS Dataset](http://jiaya.me/papers/amodel_cvpr19.pdf)","description_withheld":null,"homepage":"https://github.com/qqlu/Amodal-Instance-Segmentation-through-KINS-Dataset","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Instance Segmentation","url":"/task/instance-segmentation","datasets_with_task":"/datasets/task/instance-segmentation"}],"languages":[],"variants":["KINS"],"data_loaders":[{"repo":"https://github.com/qqlu/Amodal-Instance-Segmentation-through-KINS-Dataset","url":"https://github.com/qqlu/Amodal-Instance-Segmentation-through-KINS-Dataset","frameworks":["pytorch"]}],"num_papers_in_archive":6,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/instance-segmentation-on-kins","task":"Instance Segmentation","dataset_variant":"KINS","rows":1,"metrics":["mAP"],"first_row_in_archive_order":{"model":"BCNet","paper":"/paper/deep-occlusion-aware-instance-segmentation","metrics":{"mAP":"28.87"},"code_links":[{"title":"lkeab/BCNet","url":"https://github.com/lkeab/BCNet"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/deep-occlusion-aware-instance-segmentation","title":"Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers","date":"2021-03-23","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":12,"samples_ran":7,"samples_unverified":5,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":12,"samples_ran":7,"samples_unverified":5,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}