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Models/RadarGNN

RadarGNN

Reported on 12 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.

Methodology8 results

  • 3DonTruckScenes
    mAP· 2023-04-13
    7
    best: 27.2 (SpaRC)
    SOTA
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547
  • 2D ClassificationonTruckScenes
    mAP· 2023-04-13
    7
    best: 27.2 (SpaRC)
    SOTA
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547
  • 2D Object DetectiononTruckScenes
    mAP· 2023-04-13
    7
    best: 27.2 (SpaRC)
    SOTA
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547
  • 16konTruckScenes
    mAP· 2023-04-13
    7
    best: 27.2 (SpaRC)
    SOTA
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547
  • 3DonTruckScenes
    NDS· 2023-04-13
    10.8
    best: 37.4 (SpaRC)
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547
  • 2D ClassificationonTruckScenes
    NDS· 2023-04-13
    10.8
    best: 37.4 (SpaRC)
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547
  • 2D Object DetectiononTruckScenes
    NDS· 2023-04-13
    10.8
    best: 37.4 (SpaRC)
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547
  • 16konTruckScenes
    NDS· 2023-04-13
    10.8
    best: 37.4 (SpaRC)
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547

Computer Vision4 results

  • Object DetectiononTruckScenes
    mAP· 2023-04-13
    7
    best: 27.2 (SpaRC)
    SOTA
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547
  • 3D Object DetectiononTruckScenes
    mAP· 2023-04-13
    7
    best: 27.2 (SpaRC)
    SOTA
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547
  • Object DetectiononTruckScenes
    NDS· 2023-04-13
    10.8
    best: 37.4 (SpaRC)
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547
  • 3D Object DetectiononTruckScenes
    NDS· 2023-04-13
    10.8
    best: 37.4 (SpaRC)
    RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionarXiv:2304.06547