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Models/PointLaneNet

PointLaneNet

Reported on 8 benchmarks across 2 tasks · 1 paper

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

Robots4 results

  • Autonomous VehiclesonCurveLanes
    F1 score· 2020-07-23
    78.47
    best: 88.47 (CondLSTR (ResNet-101))
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Autonomous VehiclesonCurveLanes
    GFLOPs· 2020-07-23
    14.8
    best: 328.4 (SCNN)
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Autonomous VehiclesonCurveLanes
    Precision· 2020-07-23
    86.33
    best: 93.58 (CurveLane-S)
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Autonomous VehiclesonCurveLanes
    Recall· 2020-07-23
    72.91
    best: 84.36 (CANet-L(ResNet101))
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147

Computer Vision4 results

  • Lane DetectiononCurveLanes
    F1 score· 2020-07-23
    78.47
    best: 88.47 (CondLSTR (ResNet-101))
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Lane DetectiononCurveLanes
    GFLOPs· 2020-07-23
    14.8
    best: 328.4 (SCNN)
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Lane DetectiononCurveLanes
    Precision· 2020-07-23
    86.33
    best: 93.58 (CurveLane-S)
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Lane DetectiononCurveLanes
    Recall· 2020-07-23
    72.91
    best: 84.36 (CANet-L(ResNet101))
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147