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Models/3DROM

3DROM

Reported on 90 benchmarks across 6 tasks · 1 paper · 30 SOTA

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

Methodology60 results

  • 3DonWildtrack
    MODA· uses extra data· 2022-07-22
    93.5
    best: 94.1 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonWildtrack
    Recall· uses extra data· 2022-07-22
    96.2
    best: 97.7 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonCityStreet
    F1_score (2m)· 2022-07-22
    79.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonCityStreet
    MODA (2m)· 2022-07-22
    60
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonCityStreet
    Recall (2m)· 2022-07-22
    76.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonWildtrack
    MODA· uses extra data· 2022-07-22
    93.5
    best: 94.1 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonWildtrack
    Recall· uses extra data· 2022-07-22
    96.2
    best: 97.7 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonCityStreet
    F1_score (2m)· 2022-07-22
    79.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonCityStreet
    MODA (2m)· 2022-07-22
    60
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonCityStreet
    Recall (2m)· 2022-07-22
    76.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononWildtrack
    MODA· uses extra data· 2022-07-22
    93.5
    best: 94.1 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononWildtrack
    Recall· uses extra data· 2022-07-22
    96.2
    best: 97.7 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononCityStreet
    F1_score (2m)· 2022-07-22
    79.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononCityStreet
    MODA (2m)· 2022-07-22
    60
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononCityStreet
    Recall (2m)· 2022-07-22
    76.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konWildtrack
    MODA· uses extra data· 2022-07-22
    93.5
    best: 94.1 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konWildtrack
    Recall· uses extra data· 2022-07-22
    96.2
    best: 97.7 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konCityStreet
    F1_score (2m)· 2022-07-22
    79.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konCityStreet
    MODA (2m)· 2022-07-22
    60
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konCityStreet
    Recall (2m)· 2022-07-22
    76.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonWildtrack
    MODP· uses extra data· 2022-07-22
    75.9
    best: 82.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonCityStreet
    MODP (2m)· 2022-07-22
    70.1
    best: 74.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonCityStreet
    Precision (2m)· 2022-07-22
    82.5
    best: 92.8 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonCVCS
    F1_score (1m)· 2022-07-22
    55.1
    best: 68.4 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonCVCS
    MODA (1m)· 2022-07-22
    33.9
    best: 46.2 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonCVCS
    MODP (1m)· 2022-07-22
    73.9
    best: 84.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonCVCS
    Precision (1m)· 2022-07-22
    79.5
    best: 95.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonCVCS
    Recall (1m)· 2022-07-22
    42.2
    best: 59.1 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonMultiviewX
    MODA· 2022-07-22
    90
    best: 96.7 (M-MVOT)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3DonMultiviewX
    MODP· 2022-07-22
    83.7
    best: 91.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonWildtrack
    MODP· uses extra data· 2022-07-22
    75.9
    best: 82.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonCityStreet
    MODP (2m)· 2022-07-22
    70.1
    best: 74.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonCityStreet
    Precision (2m)· 2022-07-22
    82.5
    best: 92.8 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonCVCS
    F1_score (1m)· 2022-07-22
    55.1
    best: 68.4 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonCVCS
    MODA (1m)· 2022-07-22
    33.9
    best: 46.2 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonCVCS
    MODP (1m)· 2022-07-22
    73.9
    best: 84.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonCVCS
    Precision (1m)· 2022-07-22
    79.5
    best: 95.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonCVCS
    Recall (1m)· 2022-07-22
    42.2
    best: 59.1 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonMultiviewX
    MODA· 2022-07-22
    90
    best: 96.7 (M-MVOT)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D ClassificationonMultiviewX
    MODP· 2022-07-22
    83.7
    best: 91.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononWildtrack
    MODP· uses extra data· 2022-07-22
    75.9
    best: 82.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononCityStreet
    MODP (2m)· 2022-07-22
    70.1
    best: 74.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononCityStreet
    Precision (2m)· 2022-07-22
    82.5
    best: 92.8 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononCVCS
    F1_score (1m)· 2022-07-22
    55.1
    best: 68.4 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononCVCS
    MODA (1m)· 2022-07-22
    33.9
    best: 46.2 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononCVCS
    MODP (1m)· 2022-07-22
    73.9
    best: 84.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononCVCS
    Precision (1m)· 2022-07-22
    79.5
    best: 95.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononCVCS
    Recall (1m)· 2022-07-22
    42.2
    best: 59.1 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononMultiviewX
    MODA· 2022-07-22
    90
    best: 96.7 (M-MVOT)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 2D Object DetectiononMultiviewX
    MODP· 2022-07-22
    83.7
    best: 91.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konWildtrack
    MODP· uses extra data· 2022-07-22
    75.9
    best: 82.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konCityStreet
    MODP (2m)· 2022-07-22
    70.1
    best: 74.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konCityStreet
    Precision (2m)· 2022-07-22
    82.5
    best: 92.8 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konCVCS
    F1_score (1m)· 2022-07-22
    55.1
    best: 68.4 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konCVCS
    MODA (1m)· 2022-07-22
    33.9
    best: 46.2 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konCVCS
    MODP (1m)· 2022-07-22
    73.9
    best: 84.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konCVCS
    Precision (1m)· 2022-07-22
    79.5
    best: 95.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konCVCS
    Recall (1m)· 2022-07-22
    42.2
    best: 59.1 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konMultiviewX
    MODA· 2022-07-22
    90
    best: 96.7 (M-MVOT)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 16konMultiviewX
    MODP· 2022-07-22
    83.7
    best: 91.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895

Computer Vision30 results

  • Object DetectiononWildtrack
    MODA· uses extra data· 2022-07-22
    93.5
    best: 94.1 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononWildtrack
    Recall· uses extra data· 2022-07-22
    96.2
    best: 97.7 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononCityStreet
    F1_score (2m)· 2022-07-22
    79.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononCityStreet
    MODA (2m)· 2022-07-22
    60
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononCityStreet
    Recall (2m)· 2022-07-22
    76.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononWildtrack
    MODA· uses extra data· 2022-07-22
    93.5
    best: 94.1 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononWildtrack
    Recall· uses extra data· 2022-07-22
    96.2
    best: 97.7 (MVFP)
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononCityStreet
    F1_score (2m)· 2022-07-22
    79.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononCityStreet
    MODA (2m)· 2022-07-22
    60
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononCityStreet
    Recall (2m)· 2022-07-22
    76.2
    SOTA
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononWildtrack
    MODP· uses extra data· 2022-07-22
    75.9
    best: 82.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononCityStreet
    MODP (2m)· 2022-07-22
    70.1
    best: 74.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononCityStreet
    Precision (2m)· 2022-07-22
    82.5
    best: 92.8 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononCVCS
    F1_score (1m)· 2022-07-22
    55.1
    best: 68.4 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononCVCS
    MODA (1m)· 2022-07-22
    33.9
    best: 46.2 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononCVCS
    MODP (1m)· 2022-07-22
    73.9
    best: 84.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononCVCS
    Precision (1m)· 2022-07-22
    79.5
    best: 95.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononCVCS
    Recall (1m)· 2022-07-22
    42.2
    best: 59.1 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononMultiviewX
    MODA· 2022-07-22
    90
    best: 96.7 (M-MVOT)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • Object DetectiononMultiviewX
    MODP· 2022-07-22
    83.7
    best: 91.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononWildtrack
    MODP· uses extra data· 2022-07-22
    75.9
    best: 82.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononCityStreet
    MODP (2m)· 2022-07-22
    70.1
    best: 74.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononCityStreet
    Precision (2m)· 2022-07-22
    82.5
    best: 92.8 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononCVCS
    F1_score (1m)· 2022-07-22
    55.1
    best: 68.4 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononCVCS
    MODA (1m)· 2022-07-22
    33.9
    best: 46.2 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononCVCS
    MODP (1m)· 2022-07-22
    73.9
    best: 84.1 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononCVCS
    Precision (1m)· 2022-07-22
    79.5
    best: 95.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononCVCS
    Recall (1m)· 2022-07-22
    42.2
    best: 59.1 (SVCW)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononMultiviewX
    MODA· 2022-07-22
    90
    best: 96.7 (M-MVOT)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895
  • 3D Object DetectiononMultiviewX
    MODP· 2022-07-22
    83.7
    best: 91.3 (MVDeTr)
    3D Random Occlusion and Multi-Layer Projection for Deep Multi-Camera Pedestrian LocalizationarXiv:2207.10895