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Models/Sun et al.

Sun et al.

Reported on 16 benchmarks across 5 tasks · 2 papers · 4 SOTA

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

Audio6 results

  • 10-shot image generationonPorto
    IoU· 2019-05-04
    71.79
    best: 73.12 (CMNeXt)
    SOTA
    Leveraging Crowdsourced GPS Data for Road Extraction from Aerial ImageryarXiv:1905.01447
  • 10-shot image generationonBJRoad
    IoU· 2019-05-04
    59.18
    best: 63.22 (CMNeXt)
    SOTA
    Leveraging Crowdsourced GPS Data for Road Extraction from Aerial ImageryarXiv:1905.01447
  • 1 Image, 2*2 StitchionAMASS
    Average MPJPE (mm) 1000 msec· 2023-05-08
    65.4
    best: 45.5 (STS-GCN)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm) @ 1000 ms· 2023-05-08
    109.2
    best: 149.2 (Forecast LSTM)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm) @ 400ms· 2023-05-08
    55.5
    best: 80.8 (Forecast LSTM)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443
  • 1 Image, 2*2 Stitchion3DPW
    Average MPJPE (mm) 1000 msec· 2023-05-08
    71
    best: 42.3 (STS-GCN)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443

Computer Vision4 results

  • Pose EstimationonAMASS
    Average MPJPE (mm) 1000 msec· 2023-05-08
    65.4
    best: 45.5 (STS-GCN)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm) @ 1000 ms· 2023-05-08
    109.2
    best: 149.2 (Forecast LSTM)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm) @ 400ms· 2023-05-08
    55.5
    best: 80.8 (Forecast LSTM)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443
  • Pose Estimationon3DPW
    Average MPJPE (mm) 1000 msec· 2023-05-08
    71
    best: 42.3 (STS-GCN)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443

Methodology4 results

  • 3DonAMASS
    Average MPJPE (mm) 1000 msec· 2023-05-08
    65.4
    best: 45.5 (STS-GCN)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443
  • 3DonHuman3.6M
    Average MPJPE (mm) @ 1000 ms· 2023-05-08
    109.2
    best: 149.2 (Forecast LSTM)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443
  • 3DonHuman3.6M
    Average MPJPE (mm) @ 400ms· 2023-05-08
    55.5
    best: 80.8 (Forecast LSTM)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443
  • 3Don3DPW
    Average MPJPE (mm) 1000 msec· 2023-05-08
    71
    best: 42.3 (STS-GCN)
    Towards Accurate Human Motion Prediction via Iterative RefinementarXiv:2305.04443

Medical2 results

  • Semantic SegmentationonPorto
    IoU· 2019-05-04
    71.79
    best: 73.12 (CMNeXt)
    SOTA
    Leveraging Crowdsourced GPS Data for Road Extraction from Aerial ImageryarXiv:1905.01447
  • Semantic SegmentationonBJRoad
    IoU· 2019-05-04
    59.18
    best: 63.22 (CMNeXt)
    SOTA
    Leveraging Crowdsourced GPS Data for Road Extraction from Aerial ImageryarXiv:1905.01447