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Models/UniverseNet-20.08

UniverseNet-20.08

Reported on 15 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology12 results

  • 3DonUSB (Standard USB 1.0 protocol)
    mCAP· 2021-03-25
    52.1
    SOTA
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 2D ClassificationonUSB (Standard USB 1.0 protocol)
    mCAP· 2021-03-25
    52.1
    SOTA
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 2D Object DetectiononUSB (Standard USB 1.0 protocol)
    mCAP· 2021-03-25
    52.1
    SOTA
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 16konUSB (Standard USB 1.0 protocol)
    mCAP· 2021-03-25
    52.1
    SOTA
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 3DonManga109-s 15test
    COCO-style AP· uses extra data· 2021-03-25
    69.9
    best: 70.2 (YOLOX-L)
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 3DonWaymo 2D detection all_ns f0val
    COCO-style AP· uses extra data· 2021-03-25
    39
    best: 41.6 (YOLOX-L)
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 2D ClassificationonManga109-s 15test
    COCO-style AP· uses extra data· 2021-03-25
    69.9
    best: 70.2 (YOLOX-L)
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 2D ClassificationonWaymo 2D detection all_ns f0val
    COCO-style AP· uses extra data· 2021-03-25
    39
    best: 41.6 (YOLOX-L)
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 2D Object DetectiononManga109-s 15test
    COCO-style AP· uses extra data· 2021-03-25
    69.9
    best: 70.2 (YOLOX-L)
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 2D Object DetectiononWaymo 2D detection all_ns f0val
    COCO-style AP· uses extra data· 2021-03-25
    39
    best: 41.6 (YOLOX-L)
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 16konManga109-s 15test
    COCO-style AP· uses extra data· 2021-03-25
    69.9
    best: 70.2 (YOLOX-L)
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • 16konWaymo 2D detection all_ns f0val
    COCO-style AP· uses extra data· 2021-03-25
    39
    best: 41.6 (YOLOX-L)
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027

Computer Vision3 results

  • Object DetectiononUSB (Standard USB 1.0 protocol)
    mCAP· 2021-03-25
    52.1
    SOTA
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • Object DetectiononManga109-s 15test
    COCO-style AP· uses extra data· 2021-03-25
    69.9
    best: 70.2 (YOLOX-L)
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027
  • Object DetectiononWaymo 2D detection all_ns f0val
    COCO-style AP· uses extra data· 2021-03-25
    39
    best: 41.6 (YOLOX-L)
    USB: Universal-Scale Object Detection BenchmarkarXiv:2103.14027