{"url":"/dataset/occluded-dukemtmc","name":"Occluded-DukeMTMC","full_name":null,"description_markdown":"Occluded-DukeMTMC contains 15,618 training images, 17,661 gallery images, and 2,210 occluded query images. The experiment results on Occluded-DukeMTMC will demonstrate the superiority of our method in Occluded Person Re-ID problems, let alone that our method does not need any manually cropping procedure as pre-process.","description_withheld":null,"homepage":"https://github.com/lightas/Occluded-DukeMTMC-Dataset","introduced_date":"2019-10-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/pose-guided-feature-alignment-for-occluded","title":"Pose-Guided Feature Alignment for Occluded Person Re-Identification","first_author":"Jiaxu Miao","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Person Re-Identification","url":"/task/person-re-identification","datasets_with_task":"/datasets/task/person-re-identification"},{"name":"Large-Scale Person Re-Identification","url":"/task/large-scale-person-re-identification","datasets_with_task":"/datasets/task/large-scale-person-re-identification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Occluded-DukeMTMC"],"data_loaders":[{"repo":"https://github.com/vlsomers/bpbreid","url":"https://github.com/vlsomers/bpbreid","frameworks":["pytorch"]}],"num_papers_in_archive":43,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/person-re-identification-on-occluded-dukemtmc","task":"Person Re-Identification","dataset_variant":"Occluded-DukeMTMC","rows":32,"metrics":[" Rank-1","mAP"],"first_row_in_archive_order":{"model":"KPR + SOLIDER","paper":"/paper/keypoint-promptable-re-identification","metrics":{" Rank-1":"84.31","mAP":"75.11"},"code_links":[{"title":"vlsomers/bpbreid","url":"https://github.com/vlsomers/bpbreid"},{"title":"vlsomers/keypoint_promptable_reidentification","url":"https://github.com/vlsomers/keypoint_promptable_reidentification"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/clip-scgi-synthesized-caption-guided","title":"CLIP-SCGI: Synthesized Caption-Guided Inversion for Person Re-Identification","date":"2024-10-12","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/ddrn-a-data-distribution-reconstruction","title":"DDRN:a Data Distribution Reconstruction Network for Occluded Person Re-Identification","date":"2024-10-09","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/partformer-awakening-latent-diverse","title":"PartFormer: Awakening Latent Diverse Representation from Vision Transformer for Object Re-Identification","date":"2024-08-29","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/paformer-part-aware-transformer-for-person-re","title":"PAFormer: Part Aware Transformer for Person Re-identification","date":"2024-08-12","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/personvit-large-scale-self-supervised-vision","title":"PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-Identification","date":"2024-08-10","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/keypoint-promptable-re-identification","title":"Keypoint Promptable Re-Identification","date":"2024-07-25","rows_on_this_dataset":2,"code_links":2,"syntology":null},{"paper":"/paper/enhancing-person-re-identification-via","title":"Enhancing person re-identification via Uncertainty Feature Fusion Method and Auto-weighted Measure Combination","date":"2024-05-02","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/dynamic-patch-aware-enrichment-transformer","title":"Dynamic Patch-aware Enrichment Transformer for Occluded Person Re-Identification","date":"2024-02-16","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/drop-decouple-re-identification-and-human","title":"DROP: Decouple Re-Identification and Human Parsing with Task-specific Features for Occluded Person Re-identification","date":"2024-01-31","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/a-deep-hierarchical-feature-sparse-framework","title":"A Deep Hierarchical Feature Sparse Framework for Occluded Person Re-Identification","date":"2024-01-15","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/beyond-appearance-a-semantic-controllable","title":"Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks","date":"2023-03-30","rows_on_this_dataset":1,"code_links":4,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":2,"samples_ran":1,"samples_unverified":1,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/dip-learning-discriminative-implicit-parts","title":"DiP: Learning Discriminative Implicit Parts for Person Re-Identification","date":"2022-12-24","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/human-co-parsing-guided-alignment-for","title":"Human Co-Parsing Guided Alignment for Occluded Person Re-identification","date":"2022-12-20","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/body-part-based-representation-learning-for","title":"Body Part-Based Representation Learning for Occluded Person Re-Identification","date":"2022-11-07","rows_on_this_dataset":1,"code_links":3,"syntology":null},{"paper":"/paper/template-aware-transformer-for-person","title":"Template-Aware Transformer for Person Reidentification","date":"2022-04-01","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/feature-erasing-and-diffusion-network-for","title":"Feature Erasing and Diffusion Network for Occluded Person Re-Identification","date":"2021-12-16","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/pose-guided-feature-disentangling-for","title":"Pose-guided Feature Disentangling for Occluded Person Re-identification Based on Transformer","date":"2021-12-05","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/learning-to-disentangle-scenes-for-person-re","title":"Learning to Disentangle Scenes for Person Re-identification","date":"2021-11-10","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/pose-guided-feature-learning-with-knowledge","title":"Pose-Guided Feature Learning with Knowledge Distillation for Occluded Person Re-Identification","date":"2021-07-31","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/diverse-part-discovery-occluded-person-re","title":"Diverse Part Discovery: Occluded Person Re-identification with Part-Aware Transformer","date":"2021-06-08","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/holistic-guidance-for-occluded-person-re","title":"Holistic Guidance for Occluded Person Re-Identification","date":"2021-04-13","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/incremental-generative-occlusion-adversarial","title":"Incremental Generative Occlusion Adversarial Suppression Network for Person ReID","date":"2021-04-06","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/transreid-transformer-based-object-re","title":"TransReID: Transformer-based Object Re-Identification","date":"2021-02-08","rows_on_this_dataset":1,"code_links":4,"syntology":null},{"paper":"/paper/occluded-person-re-identification-with-single","title":"Occluded Person Re-Identification With Single-Scale Global Representations","date":"2021-01-01","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/occlude-them-all-occlusion-aware-attention","title":"Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID","date":"2021-01-01","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/learning-to-know-where-to-see-a-visibility","title":"Learning To Know Where To See: A Visibility-Aware Approach for Occluded Person Re-Identification","date":"2021-01-01","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/mhsa-net-multi-head-self-attention-network","title":"MHSA-Net: Multi-Head Self-Attention Network for Occluded Person Re-Identification","date":"2020-08-10","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/identity-guided-human-semantic-parsing-for","title":"Identity-Guided Human Semantic Parsing for Person Re-Identification","date":"2020-07-27","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":7,"samples_ran":2,"samples_unverified":5,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/high-order-information-matters-learning","title":"High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification","date":"2020-03-18","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":1,"samples_unverified":0,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/pose-guided-feature-alignment-for-occluded","title":"Pose-Guided Feature Alignment for Occluded Person Re-Identification","date":"2019-10-01","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":3,"samples_harvested":10,"samples_ran":4,"samples_unverified":6,"pointer_only_for_licence":2,"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."}