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Models/PiT

PiT

Reported on 8 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision8 results

  • Person Re-IdentificationoniLIDS-VID
    Rank-1· 2022-02-12
    92.07
    best: 93.07 (GAF-Net)
    SOTA
    Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalarXiv:2202.06014
  • Person Re-IdentificationonMARS
    Rank-10· 2022-02-12
    98.04
    SOTA
    Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalarXiv:2202.06014
  • Person Re-IdentificationonMARS
    Rank-5· 2022-02-12
    97.23
    SOTA
    Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalarXiv:2202.06014
  • Person Re-IdentificationoniLIDS-VID
    Rank-10· 2022-02-12
    99.8
    Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalarXiv:2202.06014
  • Person Re-IdentificationoniLIDS-VID
    Rank-20· 2022-02-12
    100
    Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalarXiv:2202.06014
  • Person Re-IdentificationoniLIDS-VID
    Rank-5· 2022-02-12
    98.93
    best: 99.27 (GAF-Net)
    Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalarXiv:2202.06014
  • Person Re-IdentificationonMARS
    Rank-1· 2022-02-12
    90.22
    best: 90.8 (DenseIL)
    Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalarXiv:2202.06014
  • Person Re-IdentificationonMARS
    mAP· 2022-02-12
    86.8
    best: 88.5 (B-BOT + OSM + CL Centers* (Re-rank))
    Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalarXiv:2202.06014