HyperAI超神经

首页算力平台文档资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Point Cloud Segmentation On Pointcloud C

评估指标

mean Corruption Error (mCE)

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
PointNet	1.178	PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
OcCo-PCN	1.173	Unsupervised Point Cloud Pre-Training via Occlusion Completion
OcCo-PointNet	1.130	Unsupervised Point Cloud Pre-Training via Occlusion Completion
PointNet++	1.112	PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
PointTransformers	1.049	Point Transformer
DGCNN	1.000	Dynamic Graph CNN for Learning on Point Clouds
PointMLP	0.977	Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework
OcCo-DGCNN	0.977	Unsupervised Point Cloud Pre-Training via Occlusion Completion
PointMAE	0.927	Masked Autoencoders for Point Cloud Self-supervised Learning
PAConv	0.927	PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds
GDANet	0.923	Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud

0 of 11 row(s) selected.

Point Cloud Segmentation On Pointcloud C | SOTA | HyperAI超神经