TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/CANet-S

CANet-S

Reported on 10 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.

Robots5 results

  • Autonomous VehiclesonCurveLanes
    F1 score· 2023-04-23
    86.57
    best: 88.47 (CondLSTR (ResNet-101))
    CANet: Curved Guide Line Network with Adaptive Decoder for Lane DetectionarXiv:2304.11546
  • Autonomous VehiclesonCurveLanes
    GFLOPs· 2023-04-23
    13.1
    best: 328.4 (SCNN)
    CANet: Curved Guide Line Network with Adaptive Decoder for Lane DetectionarXiv:2304.11546
  • Autonomous VehiclesonCurveLanes
    Precision· 2023-04-23
    91.37
    best: 93.58 (CurveLane-S)
    CANet: Curved Guide Line Network with Adaptive Decoder for Lane DetectionarXiv:2304.11546
  • Autonomous VehiclesonCurveLanes
    Recall· 2023-04-23
    82.25
    best: 84.36 (CANet-L(ResNet101))
    CANet: Curved Guide Line Network with Adaptive Decoder for Lane DetectionarXiv:2304.11546
  • Autonomous VehiclesonTuSimple
    F1 score· 2023-04-23
    97.51
    best: 97.95 (CLRNetV2 (ResNet34))
    CANet: Curved Guide Line Network with Adaptive Decoder for Lane DetectionarXiv:2304.11546

Computer Vision5 results

  • Lane DetectiononCurveLanes
    F1 score· 2023-04-23
    86.57
    best: 88.47 (CondLSTR (ResNet-101))
    CANet: Curved Guide Line Network with Adaptive Decoder for Lane DetectionarXiv:2304.11546
  • Lane DetectiononCurveLanes
    GFLOPs· 2023-04-23
    13.1
    best: 328.4 (SCNN)
    CANet: Curved Guide Line Network with Adaptive Decoder for Lane DetectionarXiv:2304.11546
  • Lane DetectiononCurveLanes
    Precision· 2023-04-23
    91.37
    best: 93.58 (CurveLane-S)
    CANet: Curved Guide Line Network with Adaptive Decoder for Lane DetectionarXiv:2304.11546
  • Lane DetectiononCurveLanes
    Recall· 2023-04-23
    82.25
    best: 84.36 (CANet-L(ResNet101))
    CANet: Curved Guide Line Network with Adaptive Decoder for Lane DetectionarXiv:2304.11546
  • Lane DetectiononTuSimple
    F1 score· 2023-04-23
    97.51
    best: 97.95 (CLRNetV2 (ResNet34))
    CANet: Curved Guide Line Network with Adaptive Decoder for Lane DetectionarXiv:2304.11546