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/VLPD

VLPD

Reported on 14 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.

Robots7 results

  • Autonomous VehiclesonCaltech
    Heavy MR^-2· 2023-04-06
    37.7
    best: 38.7 (F2DNet)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Autonomous VehiclesonCaltech
    Reasonable Miss Rate· 2023-04-06
    2.3
    best: 24.8 (LDCF)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Autonomous VehiclesonCityPersons
    Bare MR^-2· 2023-04-06
    6.1
    best: 10 (TLL)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Autonomous VehiclesonCityPersons
    Heavy MR^-2· 2023-04-06
    43.1
    best: 56.9 (RepLoss)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Autonomous VehiclesonCityPersons
    Partial MR^-2· 2023-04-06
    8.8
    best: 17.2 (TLL)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Autonomous VehiclesonCityPersons
    Reasonable MR^-2· 2023-04-06
    9.4
    best: 15.5 (TLL)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Autonomous VehiclesonCityPersons
    Small MR^-2· 2023-04-06
    10.9
    best: 25.6 (FRCNN)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135

Computer Vision7 results

  • Pedestrian DetectiononCaltech
    Heavy MR^-2· 2023-04-06
    37.7
    best: 38.7 (F2DNet)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Pedestrian DetectiononCaltech
    Reasonable Miss Rate· 2023-04-06
    2.3
    best: 24.8 (LDCF)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Pedestrian DetectiononCityPersons
    Bare MR^-2· 2023-04-06
    6.1
    best: 10 (TLL)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Pedestrian DetectiononCityPersons
    Heavy MR^-2· 2023-04-06
    43.1
    best: 56.9 (RepLoss)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Pedestrian DetectiononCityPersons
    Partial MR^-2· 2023-04-06
    8.8
    best: 17.2 (TLL)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Pedestrian DetectiononCityPersons
    Reasonable MR^-2· 2023-04-06
    9.4
    best: 15.5 (TLL)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135
  • Pedestrian DetectiononCityPersons
    Small MR^-2· 2023-04-06
    10.9
    best: 25.6 (FRCNN)
    VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-SupervisionarXiv:2304.03135