SOTAVerified

Point Cloud Generation

Papers

Showing 4150 of 117 papers

TitleStatusHype
General Point Model Pretraining with Autoencoding and AutoregressiveCode0
Convolutional Neural Network-based Efficient Dense Point Cloud Generation using Unsigned Distance FieldsCode0
L-MAGIC: Language Model Assisted Generation of Images with CoherenceCode0
Flow Plugin Network for conditional generationCode0
Flow-based GAN for 3D Point Cloud Generation from a Single ImageCode0
Conditional Set Generation with TransformersCode0
Conditional Invertible Flow for Point Cloud GenerationCode0
Fast Point Cloud Generation with Straight FlowsCode0
Adversarial Autoencoders for Compact Representations of 3D Point CloudsCode0
LiDAR Sensor modeling and Data augmentation with GANs for Autonomous drivingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PointFlow1-NNA-CD75.68Unverified
2SetVAE1-NNA-CD75.31Unverified
3SoftPointFlow1-NNA-CD70.92Unverified
4DiT-3D1-NNA-CD62.35Unverified
5LION1-NNA-CD53.47Unverified
#ModelMetricClaimedVerifiedStatus
1SoftPointFlow1-NNA-CD62.63Unverified
2PointFlow1-NNA-CD60.65Unverified
3SetVAE1-NNA-CD59.66Unverified
4LION1-NNA-CD54.81Unverified
5DiT-3D1-NNA-CD51.04Unverified
#ModelMetricClaimedVerifiedStatus
1PointFlow1-NNA-CD60.88Unverified
2SoftPointFlow1-NNA-CD59.95Unverified
3SetVAE1-NNA-CD58.76Unverified
4LION1-NNA-CD52.07Unverified
5DiT-3D1-NNA-CD51.99Unverified
#ModelMetricClaimedVerifiedStatus
1LION1-NNA-CD51.85Unverified
2DiT-3DCD50.72Unverified