SOTAVerified

Point Cloud Generation

Papers

Showing 101110 of 117 papers

TitleStatusHype
Conditional Set Generation with TransformersCode0
Energy-Based Processes for Exchangeable Data0
Getting Topology and Point Cloud Generation to Mesh0
Spectral-GANs for High-Resolution 3D Point-cloud GenerationCode0
Conditional Invertible Flow for Point Cloud GenerationCode0
DUAL ADVERSARIAL MODEL FOR GENERATING 3D POINT CLOUD0
CNN-based synthesis of realistic high-resolution LiDAR data0
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization0
Adaptive Navigation Scheme for Optimal Deep-Sea Localization Using Multimodal Perception Cues0
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