{
  "library_name": "torch-pointcloud",
  "name": "act.modelnet40.runpei-dong",
  "task": "classification",
  "hparams": {
    "in_channels": 0,
    "num_classes": 40,
    "embed_dim": 384,
    "depth": 12,
    "num_heads": 6,
    "num_groups": 64,
    "group_size": 32,
    "encoder_local_channels": [
      128,
      256
    ],
    "encoder_global_channels": [
      512
    ],
    "pos_embed_channels": [
      128
    ],
    "drop_path": 0.1,
    "dropout": 0.5,
    "act": "gelu",
    "spatial_dim": 3
  },
  "input_keys": [
    "x",
    "pos",
    "batch"
  ],
  "dataset": "modelnet40",
  "metrics": {
    "OA": 93.19,
    "mAcc": 89.9
  },
  "classes": [
    "airplane",
    "bathtub",
    "bed",
    "bench",
    "bookshelf",
    "bottle",
    "bowl",
    "car",
    "chair",
    "cone",
    "cup",
    "curtain",
    "desk",
    "door",
    "dresser",
    "flower_pot",
    "glass_box",
    "guitar",
    "keyboard",
    "lamp",
    "laptop",
    "mantel",
    "monitor",
    "night_stand",
    "person",
    "piano",
    "plant",
    "radio",
    "range_hood",
    "sink",
    "sofa",
    "stairs",
    "stool",
    "table",
    "tent",
    "toilet",
    "tv_stand",
    "vase",
    "wardrobe",
    "xbox"
  ],
  "author": "runpei-dong",
  "license": "MIT"
}