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Models/RESA

RESA

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Robots3 results

  • Autonomous VehiclesonCULane
    F1 score· 2020-08-31
    75.3
    best: 81.23 (DLNet)
    SOTA
    RESA: Recurrent Feature-Shift Aggregator for Lane DetectionarXiv:2008.13719
  • Autonomous VehiclesonTuSimple
    Accuracy· 2020-08-31
    96.82
    best: 98.38 (SCNN_UNet_Attention_PL*)
    SOTA
    RESA: Recurrent Feature-Shift Aggregator for Lane DetectionarXiv:2008.13719
  • Autonomous VehiclesonTuSimple
    F1 score· 2020-08-31
    96.93
    best: 97.95 (CLRNetV2 (ResNet34))
    SOTA
    RESA: Recurrent Feature-Shift Aggregator for Lane DetectionarXiv:2008.13719

Computer Vision3 results

  • Lane DetectiononCULane
    F1 score· 2020-08-31
    75.3
    best: 81.23 (DLNet)
    SOTA
    RESA: Recurrent Feature-Shift Aggregator for Lane DetectionarXiv:2008.13719
  • Lane DetectiononTuSimple
    Accuracy· 2020-08-31
    96.82
    best: 98.38 (SCNN_UNet_Attention_PL*)
    SOTA
    RESA: Recurrent Feature-Shift Aggregator for Lane DetectionarXiv:2008.13719
  • Lane DetectiononTuSimple
    F1 score· 2020-08-31
    96.93
    best: 97.95 (CLRNetV2 (ResNet34))
    SOTA
    RESA: Recurrent Feature-Shift Aggregator for Lane DetectionarXiv:2008.13719