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Models/MVDeTr

MVDeTr

Reported on 96 benchmarks across 6 tasks · 1 paper · 90 SOTA

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

Methodology64 results

  • 3DonWildtrack
    MODA· 2021-08-12
    91.5
    best: 94.1 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonWildtrack
    MODP· 2021-08-12
    82.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonWildtrack
    Recall· 2021-08-12
    94
    best: 97.7 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonCityStreet
    F1_score (2m)· 2021-08-12
    75.2
    best: 79.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonCityStreet
    MODA (2m)· 2021-08-12
    58.3
    best: 60 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonCityStreet
    MODP (2m)· 2021-08-12
    74.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonCityStreet
    Precision (2m)· 2021-08-12
    92.8
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonCityStreet
    Recall (2m)· 2021-08-12
    63.2
    best: 76.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonCVCS
    F1_score (1m)· 2021-08-12
    61
    best: 68.4 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonCVCS
    MODA (1m)· 2021-08-12
    39.8
    best: 46.2 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonCVCS
    MODP (1m)· 2021-08-12
    84.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonCVCS
    Precision (1m)· 2021-08-12
    95.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonMultiviewX
    MODA· 2021-08-12
    93.7
    best: 96.7 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonMultiviewX
    MODP· 2021-08-12
    91.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonMultiviewX
    Recall· 2021-08-12
    94.2
    best: 97.9 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonWildtrack
    MODA· 2021-08-12
    91.5
    best: 94.1 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonWildtrack
    MODP· 2021-08-12
    82.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonWildtrack
    Recall· 2021-08-12
    94
    best: 97.7 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonCityStreet
    F1_score (2m)· 2021-08-12
    75.2
    best: 79.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonCityStreet
    MODA (2m)· 2021-08-12
    58.3
    best: 60 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonCityStreet
    MODP (2m)· 2021-08-12
    74.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonCityStreet
    Precision (2m)· 2021-08-12
    92.8
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonCityStreet
    Recall (2m)· 2021-08-12
    63.2
    best: 76.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonCVCS
    F1_score (1m)· 2021-08-12
    61
    best: 68.4 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonCVCS
    MODA (1m)· 2021-08-12
    39.8
    best: 46.2 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonCVCS
    MODP (1m)· 2021-08-12
    84.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonCVCS
    Precision (1m)· 2021-08-12
    95.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonMultiviewX
    MODA· 2021-08-12
    93.7
    best: 96.7 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonMultiviewX
    MODP· 2021-08-12
    91.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonMultiviewX
    Recall· 2021-08-12
    94.2
    best: 97.9 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononWildtrack
    MODA· 2021-08-12
    91.5
    best: 94.1 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononWildtrack
    MODP· 2021-08-12
    82.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononWildtrack
    Recall· 2021-08-12
    94
    best: 97.7 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononCityStreet
    F1_score (2m)· 2021-08-12
    75.2
    best: 79.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononCityStreet
    MODA (2m)· 2021-08-12
    58.3
    best: 60 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononCityStreet
    MODP (2m)· 2021-08-12
    74.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononCityStreet
    Precision (2m)· 2021-08-12
    92.8
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononCityStreet
    Recall (2m)· 2021-08-12
    63.2
    best: 76.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononCVCS
    F1_score (1m)· 2021-08-12
    61
    best: 68.4 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononCVCS
    MODA (1m)· 2021-08-12
    39.8
    best: 46.2 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononCVCS
    MODP (1m)· 2021-08-12
    84.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononCVCS
    Precision (1m)· 2021-08-12
    95.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononMultiviewX
    MODA· 2021-08-12
    93.7
    best: 96.7 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononMultiviewX
    MODP· 2021-08-12
    91.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononMultiviewX
    Recall· 2021-08-12
    94.2
    best: 97.9 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konWildtrack
    MODA· 2021-08-12
    91.5
    best: 94.1 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konWildtrack
    MODP· 2021-08-12
    82.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konWildtrack
    Recall· 2021-08-12
    94
    best: 97.7 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konCityStreet
    F1_score (2m)· 2021-08-12
    75.2
    best: 79.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konCityStreet
    MODA (2m)· 2021-08-12
    58.3
    best: 60 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konCityStreet
    MODP (2m)· 2021-08-12
    74.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konCityStreet
    Precision (2m)· 2021-08-12
    92.8
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konCityStreet
    Recall (2m)· 2021-08-12
    63.2
    best: 76.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konCVCS
    F1_score (1m)· 2021-08-12
    61
    best: 68.4 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konCVCS
    MODA (1m)· 2021-08-12
    39.8
    best: 46.2 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konCVCS
    MODP (1m)· 2021-08-12
    84.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konCVCS
    Precision (1m)· 2021-08-12
    95.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konMultiviewX
    MODA· 2021-08-12
    93.7
    best: 96.7 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konMultiviewX
    MODP· 2021-08-12
    91.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konMultiviewX
    Recall· 2021-08-12
    94.2
    best: 97.9 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3DonCVCS
    Recall (1m)· 2021-08-12
    44.9
    best: 59.1 (SVCW)
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D ClassificationonCVCS
    Recall (1m)· 2021-08-12
    44.9
    best: 59.1 (SVCW)
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 2D Object DetectiononCVCS
    Recall (1m)· 2021-08-12
    44.9
    best: 59.1 (SVCW)
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 16konCVCS
    Recall (1m)· 2021-08-12
    44.9
    best: 59.1 (SVCW)
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888

Computer Vision32 results

  • Object DetectiononWildtrack
    MODA· 2021-08-12
    91.5
    best: 94.1 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononWildtrack
    MODP· 2021-08-12
    82.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononWildtrack
    Recall· 2021-08-12
    94
    best: 97.7 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononCityStreet
    F1_score (2m)· 2021-08-12
    75.2
    best: 79.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononCityStreet
    MODA (2m)· 2021-08-12
    58.3
    best: 60 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononCityStreet
    MODP (2m)· 2021-08-12
    74.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononCityStreet
    Precision (2m)· 2021-08-12
    92.8
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononCityStreet
    Recall (2m)· 2021-08-12
    63.2
    best: 76.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononCVCS
    F1_score (1m)· 2021-08-12
    61
    best: 68.4 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononCVCS
    MODA (1m)· 2021-08-12
    39.8
    best: 46.2 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononCVCS
    MODP (1m)· 2021-08-12
    84.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononCVCS
    Precision (1m)· 2021-08-12
    95.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononMultiviewX
    MODA· 2021-08-12
    93.7
    best: 96.7 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononMultiviewX
    MODP· 2021-08-12
    91.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononMultiviewX
    Recall· 2021-08-12
    94.2
    best: 97.9 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononWildtrack
    MODA· 2021-08-12
    91.5
    best: 94.1 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononWildtrack
    MODP· 2021-08-12
    82.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononWildtrack
    Recall· 2021-08-12
    94
    best: 97.7 (MVFP)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononCityStreet
    F1_score (2m)· 2021-08-12
    75.2
    best: 79.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononCityStreet
    MODA (2m)· 2021-08-12
    58.3
    best: 60 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononCityStreet
    MODP (2m)· 2021-08-12
    74.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononCityStreet
    Precision (2m)· 2021-08-12
    92.8
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononCityStreet
    Recall (2m)· 2021-08-12
    63.2
    best: 76.2 (3DROM)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononCVCS
    F1_score (1m)· 2021-08-12
    61
    best: 68.4 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononCVCS
    MODA (1m)· 2021-08-12
    39.8
    best: 46.2 (SVCW)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononCVCS
    MODP (1m)· 2021-08-12
    84.1
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononCVCS
    Precision (1m)· 2021-08-12
    95.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononMultiviewX
    MODA· 2021-08-12
    93.7
    best: 96.7 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononMultiviewX
    MODP· 2021-08-12
    91.3
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononMultiviewX
    Recall· 2021-08-12
    94.2
    best: 97.9 (M-MVOT)
    SOTA
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • Object DetectiononCVCS
    Recall (1m)· 2021-08-12
    44.9
    best: 59.1 (SVCW)
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888
  • 3D Object DetectiononCVCS
    Recall (1m)· 2021-08-12
    44.9
    best: 59.1 (SVCW)
    Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)arXiv:2108.05888