Papers with Code · CC BY-SA 4.0

Point Cloud Classification

30 평가 기록 6 datasets

Point Cloud Classification is a task involving the classification of unordered 3D point sets (point clouds).

논문

Benchmarking and Analyzing Point Cloud Classification under Corruptions

2202.03377 2022-02-07 이 페이지의 평가 5건

mean Corruption Error (mCE): 0.571

EPiC: Ensemble of Partial Point Clouds for Robust Classification

2303.11419 2023-03-20 이 페이지의 평가 3건

mean Corruption Error (mCE): 0.510

Robustifying Point Cloud Networks by Refocusing

2308.05525 2023-08-10 이 페이지의 평가 3건

mean Corruption Error (mCE): 0.476

ViewNet: A Novel Projection-Based Backbone With View Pooling for Few-Shot Point Cloud Classification

2023-01-01 이 페이지의 평가 3건

Top-1 Accuracy(5-Way-1-Shot): 63.83

BeyondRPC: A Contrastive and Augmentation-Driven Framework for Robust Point Cloud Understanding

2025-06-15 이 페이지의 평가 1건

mean Corruption Error (mCE): 0.455

Dynamic Graph CNN for Learning on Point Clouds

1801.07829 2018-01-24 이 페이지의 평가 1건

mean Corruption Error (mCE): 1.000

Exploiting Inductive Bias in Transformer for Point Cloud Classification and Segmentation

2304.14124 2023-04-27 이 페이지의 평가 1건

Average F1: 82.8

Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud

2012.10921 2020-12-20 이 페이지의 평가 1건

mean Corruption Error (mCE): 0.892

PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds

2103.14635 2021-03-26 이 페이지의 평가 1건

mean Corruption Error (mCE): 1.104

Particle Transformer for Jet Tagging

2202.03772 2022-02-08 이 페이지의 평가 1건

Accuracy: 0.861AUC: 0.9877FLOPs: 340000000#Params: 2140000

ParticleNet: Jet Tagging via Particle Clouds

1902.08570 2019-02-22 이 페이지의 평가 1건

Accuracy: 0.844AUC: 0.9849FLOPs: 540000000#Params: 370000

PCT: Point cloud transformer

2012.09688 2020-12-17 이 페이지의 평가 1건

mean Corruption Error (mCE): 0.925

Point Cloud Augmentation with Weighted Local Transformations

2110.05379 2021-10-11 이 페이지의 평가 1건

mean Corruption Error (mCE): 0.814

PointMixup: Augmentation for Point Clouds

2008.06374 2020-08-14 이 페이지의 평가 1건

mean Corruption Error (mCE): 1.028

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

1612.00593 2016-12-02 이 페이지의 평가 1건

mean Corruption Error (mCE): 1.422

Regularization Strategy for Point Cloud via Rigidly Mixed Sample

2102.01929 2021-02-03 이 페이지의 평가 1건

mean Corruption Error (mCE): 0.745

Relation-Shape Convolutional Neural Network for Point Cloud Analysis

1904.07601 2019-04-16 이 페이지의 평가 1건

mean Corruption Error (mCE): 1.130

Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline

2106.05304 2021-06-09 이 페이지의 평가 1건

mean Corruption Error (mCE): 1.047

Unsupervised Point Cloud Pre-Training via Occlusion Completion

2010.01089 2020-10-02 이 페이지의 평가 1건

mean Corruption Error (mCE): 1.047

Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis

2105.01288 2021-05-04 이 페이지의 평가 1건

mean Corruption Error (mCE): 0.927