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Models/V2X-AHD

V2X-AHD

Reported on 12 benchmarks across 6 tasks · 1 paper · 6 SOTA

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

Methodology8 results

  • 3DonV2XSet
    AP0.7 (Perfect)· 2023-10-10
    0.724
    SOTA
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603
  • 2D ClassificationonV2XSet
    AP0.7 (Perfect)· 2023-10-10
    0.724
    SOTA
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603
  • 2D Object DetectiononV2XSet
    AP0.7 (Perfect)· 2023-10-10
    0.724
    SOTA
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603
  • 16konV2XSet
    AP0.7 (Perfect)· 2023-10-10
    0.724
    SOTA
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603
  • 3DonV2XSet
    AP0.5 (Perfect)· 2023-10-10
    0.855
    best: 0.882 (V2X-ViT)
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603
  • 2D ClassificationonV2XSet
    AP0.5 (Perfect)· 2023-10-10
    0.855
    best: 0.882 (V2X-ViT)
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603
  • 2D Object DetectiononV2XSet
    AP0.5 (Perfect)· 2023-10-10
    0.855
    best: 0.882 (V2X-ViT)
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603
  • 16konV2XSet
    AP0.5 (Perfect)· 2023-10-10
    0.855
    best: 0.882 (V2X-ViT)
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603

Computer Vision4 results

  • Object DetectiononV2XSet
    AP0.7 (Perfect)· 2023-10-10
    0.724
    SOTA
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603
  • 3D Object DetectiononV2XSet
    AP0.7 (Perfect)· 2023-10-10
    0.724
    SOTA
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603
  • Object DetectiononV2XSet
    AP0.5 (Perfect)· 2023-10-10
    0.855
    best: 0.882 (V2X-ViT)
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603
  • 3D Object DetectiononV2XSet
    AP0.5 (Perfect)· 2023-10-10
    0.855
    best: 0.882 (V2X-ViT)
    V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkarXiv:2310.06603