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Models/CIA-SSD

CIA-SSD

Reported on 6 benchmarks across 6 tasks · 1 paper · 6 SOTA

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

Methodology4 results

  • 3DonKITTI Cars Hard
    AP· 2020-12-05
    72.87
    best: 77.06 (Voxel R-CNN)
    SOTA
    CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point CloudarXiv:2012.03015
  • 2D ClassificationonKITTI Cars Hard
    AP· 2020-12-05
    72.87
    best: 77.06 (Voxel R-CNN)
    SOTA
    CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point CloudarXiv:2012.03015
  • 2D Object DetectiononKITTI Cars Hard
    AP· 2020-12-05
    72.87
    best: 77.06 (Voxel R-CNN)
    SOTA
    CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point CloudarXiv:2012.03015
  • 16konKITTI Cars Hard
    AP· 2020-12-05
    72.87
    best: 77.06 (Voxel R-CNN)
    SOTA
    CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point CloudarXiv:2012.03015

Computer Vision2 results

  • Object DetectiononKITTI Cars Hard
    AP· 2020-12-05
    72.87
    best: 77.06 (Voxel R-CNN)
    SOTA
    CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point CloudarXiv:2012.03015
  • 3D Object DetectiononKITTI Cars Hard
    AP· 2020-12-05
    72.87
    best: 77.06 (Voxel R-CNN)
    SOTA
    CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point CloudarXiv:2012.03015