SOTAVerified

Point Cloud Generation

Papers

Showing 91100 of 117 papers

TitleStatusHype
Synthetic Point Cloud Generation for Class Segmentation Applications0
Text2LiDAR: Text-guided LiDAR Point Cloud Generation via Equirectangular Transformer0
Unveiling Spaces: Architecturally meaningful semantic descriptions from images of interior spaces0
WonderJourney: Going from Anywhere to Everywhere0
Adversarial Autoencoders for Compact Representations of 3D Point CloudsCode0
Deep Generative Modeling of LiDAR DataCode0
Fast Point Cloud Generation with Straight FlowsCode0
L-MAGIC: Language Model Assisted Generation of Images with CoherenceCode0
ObitoNet: Multimodal High-Resolution Point Cloud ReconstructionCode0
Time and Cost-Efficient Bathymetric Mapping System using Sparse Point Cloud Generation and Automatic Object DetectionCode0
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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