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Models/TOOD (Task-aligned One-stage Object Detection; trained on PeopleArt and PoPArt)

TOOD (Task-aligned One-stage Object Detection; trained on PeopleArt and PoPArt)

Reported on 15 benchmarks across 5 tasks · 1 paper

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

Methodology12 results

  • 3DonPeopleArt
    mAP· uses extra data· 2023-01-12
    47.8
    best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 3DonPeopleArt
    mAP@0.5· uses extra data· 2023-01-12
    78
    best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 3DonPeopleArt
    mAP@0.75· uses extra data· 2023-01-12
    49.9
    best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 2D ClassificationonPeopleArt
    mAP· uses extra data· 2023-01-12
    47.8
    best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 2D ClassificationonPeopleArt
    mAP@0.5· uses extra data· 2023-01-12
    78
    best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 2D ClassificationonPeopleArt
    mAP@0.75· uses extra data· 2023-01-12
    49.9
    best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 2D Object DetectiononPeopleArt
    mAP· uses extra data· 2023-01-12
    47.8
    best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 2D Object DetectiononPeopleArt
    mAP@0.5· uses extra data· 2023-01-12
    78
    best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 2D Object DetectiononPeopleArt
    mAP@0.75· uses extra data· 2023-01-12
    49.9
    best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 16konPeopleArt
    mAP· uses extra data· 2023-01-12
    47.8
    best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 16konPeopleArt
    mAP@0.5· uses extra data· 2023-01-12
    78
    best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • 16konPeopleArt
    mAP@0.75· uses extra data· 2023-01-12
    49.9
    best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124

Computer Vision3 results

  • Object DetectiononPeopleArt
    mAP· uses extra data· 2023-01-12
    47.8
    best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • Object DetectiononPeopleArt
    mAP@0.5· uses extra data· 2023-01-12
    78
    best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124
  • Object DetectiononPeopleArt
    mAP@0.75· uses extra data· 2023-01-12
    49.9
    best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art HistoryarXiv:2301.05124