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Models/CurveLane-S

CurveLane-S

Reported on 10 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Robots5 results

  • Autonomous VehiclesonCurveLanes
    Precision· 2020-07-23
    93.58
    SOTA
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Autonomous VehiclesonCurveLanes
    F1 score· 2020-07-23
    81.12
    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
    7.4
    best: 328.4 (SCNN)
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Autonomous VehiclesonCurveLanes
    Recall· 2020-07-23
    71.59
    best: 84.36 (CANet-L(ResNet101))
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Autonomous VehiclesonCULane
    F1 score· 2020-07-23
    71.4
    best: 81.23 (DLNet)
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147

Computer Vision5 results

  • Lane DetectiononCurveLanes
    Precision· 2020-07-23
    93.58
    SOTA
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Lane DetectiononCurveLanes
    F1 score· 2020-07-23
    81.12
    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
    7.4
    best: 328.4 (SCNN)
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Lane DetectiononCurveLanes
    Recall· 2020-07-23
    71.59
    best: 84.36 (CANet-L(ResNet101))
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147
  • Lane DetectiononCULane
    F1 score· 2020-07-23
    71.4
    best: 81.23 (DLNet)
    CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point BlendingarXiv:2007.12147