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Models/Instance Loss

Instance Loss

Reported on 10 benchmarks across 3 tasks · 1 paper · 8 SOTA

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

Computer Vision14 results

  • Object Localizationoncvusa
    Recall@1· 2020-02-27
    43.91
    best: 99.19 (CV-Cities)
    SOTA
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Object Localizationoncvusa
    Recall@10· 2020-02-27
    74.58
    best: 99.85 (CV-Cities)
    SOTA
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Object Localizationoncvusa
    Recall@5· 2020-02-27
    66.38
    best: 99.8 (CV-Cities)
    SOTA
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Object Localizationoncvusa
    Recall@top1%· 2020-02-27
    91.78
    best: 99.92 (CV-Cities)
    SOTA
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Image RetrievalonUniversity-1652
    Recall@1· 2020-02-27
    71.18
    best: 97.43 (CV-Cities)
    SOTA
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Image RetrievalonUniversity-1652
    AP· 2020-02-27
    63.13
    best: 96.88 (Orientation-Guided Sample4Geo)
    SOTA
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Content-Based Image RetrievalonUniversity-1652
    Recall@1· 2020-02-27
    71.18
    best: 97.43 (CV-Cities)
    SOTA
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Content-Based Image RetrievalonUniversity-1652
    AP· 2020-02-27
    63.13
    best: 96.88 (Orientation-Guided Sample4Geo)
    SOTA
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Image RetrievalonUniversity-1652
    AP· 2020-02-27
    58.74
    best: 96.88 (Orientation-Guided Sample4Geo)
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Image RetrievalonUniversity-1652
    Recall@1· 2020-02-27
    58.49
    best: 97.43 (CV-Cities)
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Content-Based Image RetrievalonUniversity-1652
    AP· 2020-02-27
    58.74
    best: 96.88 (Orientation-Guided Sample4Geo)
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Content-Based Image RetrievalonUniversity-1652
    Recall@1· 2020-02-27
    58.49
    best: 97.43 (CV-Cities)
    University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localizationarXiv:2002.12186
  • Object Localizationoncvact
    Recall@1
    35.24
    best: 92.59 (CV-Cities)
  • Object Localizationoncvact
    Recall@1 (%)
    87.34
    best: 98.77 (Sample4Geo)