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Models/RepLoss

RepLoss

Reported on 10 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.

Robots5 results

  • Autonomous VehiclesonCityPersons
    Bare MR^-2· 2017-11-21
    7.6
    best: 10 (TLL)
    SOTA
    Repulsion Loss: Detecting Pedestrians in a CrowdarXiv:1711.07752
  • Autonomous VehiclesonCityPersons
    Heavy MR^-2· 2017-11-21
    56.9
    SOTA
    Repulsion Loss: Detecting Pedestrians in a CrowdarXiv:1711.07752
  • Autonomous VehiclesonCityPersons
    Partial MR^-2· 2017-11-21
    16.8
    best: 17.2 (TLL)
    SOTA
    Repulsion Loss: Detecting Pedestrians in a CrowdarXiv:1711.07752
  • Autonomous VehiclesonCaltech
    Reasonable Miss Rate· 2017-11-21
    5
    best: 24.8 (LDCF)
    Repulsion Loss: Detecting Pedestrians in a CrowdarXiv:1711.07752
  • Autonomous VehiclesonCityPersons
    Reasonable MR^-2· 2017-11-21
    13.2
    best: 15.5 (TLL)
    Repulsion Loss: Detecting Pedestrians in a CrowdarXiv:1711.07752

Computer Vision5 results

  • Pedestrian DetectiononCityPersons
    Bare MR^-2· 2017-11-21
    7.6
    best: 10 (TLL)
    SOTA
    Repulsion Loss: Detecting Pedestrians in a CrowdarXiv:1711.07752
  • Pedestrian DetectiononCityPersons
    Heavy MR^-2· 2017-11-21
    56.9
    SOTA
    Repulsion Loss: Detecting Pedestrians in a CrowdarXiv:1711.07752
  • Pedestrian DetectiononCityPersons
    Partial MR^-2· 2017-11-21
    16.8
    best: 17.2 (TLL)
    SOTA
    Repulsion Loss: Detecting Pedestrians in a CrowdarXiv:1711.07752
  • Pedestrian DetectiononCaltech
    Reasonable Miss Rate· 2017-11-21
    5
    best: 24.8 (LDCF)
    Repulsion Loss: Detecting Pedestrians in a CrowdarXiv:1711.07752
  • Pedestrian DetectiononCityPersons
    Reasonable MR^-2· 2017-11-21
    13.2
    best: 15.5 (TLL)
    Repulsion Loss: Detecting Pedestrians in a CrowdarXiv:1711.07752