metafile.yml

Collections:
  - Name: PAConv
    Metadata:
      Training Techniques:
        - SGD
      Training Resources: 8x Titan XP GPUs
      Architecture:
        - PAConv
    Paper: https://arxiv.org/abs/2103.14635
    README: configs/paconv/README.md

Models:
  - Name: paconv_ssg_8x8_cosine_150e_s3dis_seg-3d-13class.py
    In Collection: PAConv
    Config: configs/paconv/paconv_ssg_8x8_cosine_150e_s3dis_seg-3d-13class.py
    Metadata:
      Training Data: S3DIS
      Training Memory (GB): 5.8
    Results:
      - Task: 3D Semantic Segmentation
        Dataset: S3DIS
        Metrics:
          mIoU: 66.65
    Weights: https://download.openmmlab.com/mmdetection3d/v0.1.0_models/paconv/paconv_ssg_8x8_cosine_150e_s3dis_seg-3d-13class/paconv_ssg_8x8_cosine_150e_s3dis_seg-3d-13class_20210729_200615-2147b2d1.pth