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Models/MINet

MINet

Reported on 9 benchmarks across 3 tasks · 1 paper

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

Medical3 results

  • Semantic SegmentationonSemanticKITTI
    Parameters (M)· 2020-08-20
    1
    best: 3.97 (3D-MiniNet)
    Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformarXiv:2008.09162
  • Semantic SegmentationonSemanticKITTI
    Speed (FPS)· 2020-08-20
    47
    best: 98 (3D-MiniNet-tiny)
    Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformarXiv:2008.09162
  • Semantic SegmentationonSemanticKITTI
    mIoU· 2020-08-20
    55.2
    best: 55.8 (3D-MiniNet)
    Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformarXiv:2008.09162

Computer Vision3 results

  • 3D Semantic SegmentationonSemanticKITTI
    Parameters (M)· 2020-08-20
    1
    best: 3.97 (3D-MiniNet)
    Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformarXiv:2008.09162
  • 3D Semantic SegmentationonSemanticKITTI
    Speed (FPS)· 2020-08-20
    47
    best: 98 (3D-MiniNet-tiny)
    Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformarXiv:2008.09162
  • 3D Semantic SegmentationonSemanticKITTI
    mIoU· 2020-08-20
    55.2
    best: 55.8 (3D-MiniNet)
    Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformarXiv:2008.09162

Audio3 results

  • 10-shot image generationonSemanticKITTI
    Parameters (M)· 2020-08-20
    1
    best: 3.97 (3D-MiniNet)
    Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformarXiv:2008.09162
  • 10-shot image generationonSemanticKITTI
    Speed (FPS)· 2020-08-20
    47
    best: 98 (3D-MiniNet-tiny)
    Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformarXiv:2008.09162
  • 10-shot image generationonSemanticKITTI
    mIoU· 2020-08-20
    55.2
    best: 55.8 (3D-MiniNet)
    Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformarXiv:2008.09162