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Models/Official challenge baseline

Official challenge baseline

Reported on 20 benchmarks across 5 tasks · 1 paper · 20 SOTA

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

Methodology16 results

  • 3DonArgoverse-HD (Full-Stack, Val)
    AP· uses extra data· 2020-05-21
    21.06
    best: 26.01 (RL-Based Dynamic-Online Policy)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 3DonArgoverse-HD (Full-Stack, Test)
    AP· uses extra data· 2020-05-21
    21.06
    best: 41.1 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 3DonArgoverse-HD (Detection-Only, Test)
    AP· uses extra data· 2020-05-21
    13.61
    best: 41.1 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 3DonArgoverse-HD (Detection-Only, Val)
    AP· uses extra data· 2020-05-21
    14.91
    best: 47.42 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 2D ClassificationonArgoverse-HD (Full-Stack, Val)
    AP· uses extra data· 2020-05-21
    21.06
    best: 26.01 (RL-Based Dynamic-Online Policy)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 2D ClassificationonArgoverse-HD (Full-Stack, Test)
    AP· uses extra data· 2020-05-21
    21.06
    best: 41.1 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 2D ClassificationonArgoverse-HD (Detection-Only, Test)
    AP· uses extra data· 2020-05-21
    13.61
    best: 41.1 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 2D ClassificationonArgoverse-HD (Detection-Only, Val)
    AP· uses extra data· 2020-05-21
    14.91
    best: 47.42 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 2D Object DetectiononArgoverse-HD (Full-Stack, Val)
    AP· uses extra data· 2020-05-21
    21.06
    best: 26.01 (RL-Based Dynamic-Online Policy)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 2D Object DetectiononArgoverse-HD (Full-Stack, Test)
    AP· uses extra data· 2020-05-21
    21.06
    best: 41.1 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 2D Object DetectiononArgoverse-HD (Detection-Only, Test)
    AP· uses extra data· 2020-05-21
    13.61
    best: 41.1 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 2D Object DetectiononArgoverse-HD (Detection-Only, Val)
    AP· uses extra data· 2020-05-21
    14.91
    best: 47.42 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 16konArgoverse-HD (Full-Stack, Val)
    AP· uses extra data· 2020-05-21
    21.06
    best: 26.01 (RL-Based Dynamic-Online Policy)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 16konArgoverse-HD (Full-Stack, Test)
    AP· uses extra data· 2020-05-21
    21.06
    best: 41.1 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 16konArgoverse-HD (Detection-Only, Test)
    AP· uses extra data· 2020-05-21
    13.61
    best: 41.1 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • 16konArgoverse-HD (Detection-Only, Val)
    AP· uses extra data· 2020-05-21
    14.91
    best: 47.42 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420

Computer Vision4 results

  • Object DetectiononArgoverse-HD (Full-Stack, Val)
    AP· uses extra data· 2020-05-21
    21.06
    best: 26.01 (RL-Based Dynamic-Online Policy)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • Object DetectiononArgoverse-HD (Full-Stack, Test)
    AP· uses extra data· 2020-05-21
    21.06
    best: 41.1 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • Object DetectiononArgoverse-HD (Detection-Only, Test)
    AP· uses extra data· 2020-05-21
    13.61
    best: 41.1 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420
  • Object DetectiononArgoverse-HD (Detection-Only, Val)
    AP· uses extra data· 2020-05-21
    14.91
    best: 47.42 (YOLOX)
    SOTA
    Towards Streaming PerceptionarXiv:2005.10420