SOTAVerified

3D Object Detection

3D Object Detection is a task in computer vision where the goal is to identify and locate objects in a 3D environment based on their shape, location, and orientation. It involves detecting the presence of objects and determining their location in the 3D space in real-time. This task is crucial for applications such as autonomous vehicles, robotics, and augmented reality.

( Image credit: AVOD )

Papers

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Showing 676–700 of 1576 papers

TitleStatusHype
Efficient Transformer-based 3D Object Detection with Dynamic Token Halting—0
Efficient On-Chip Implementation of 4D Radar-Based 3D Object Detection on Hailo-8L—0
Efficient 3D Perception on Multi-Sweep Point Cloud with Gumbel Spatial Pruning—0
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception—0
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds—0
LXL: LiDAR Excluded Lean 3D Object Detection with 4D Imaging Radar and Camera Fusion—0
MambaBEV: An efficient 3D detection model with Mamba2—0
DySS: Dynamic Queries and State-Space Learning for Efficient 3D Object Detection from Multi-Camera Videos—0
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection—0
Angle Based Feature Learning in GNN for 3D Object Detection using Point Cloud—0
Dynamic V2X Autonomous Perception from Road-to-Vehicle Vision—0
Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection—0
A New Adversarial Perspective for LiDAR-based 3D Object Detection—0
DV-Det: Efficient 3D Point Cloud Object Detection with Dynamic Voxelization—0
BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift—0
DuoSpaceNet: Leveraging Both Bird's-Eye-View and Perspective View Representations for 3D Object Detection—0
DuEqNet: Dual-Equivariance Network in Outdoor 3D Object Detection for Autonomous Driving—0
3D-MAN: 3D Multi-frame Attention Network for Object Detection—0
Bridging the View Disparity Between Radar and Camera Features for Multi-modal Fusion 3D Object Detection—0
Dual LiDAR-Based Traffic Movement Count Estimation at a Signalized Intersection: Deployment, Data Collection, and Preliminary Analysis—0
Dual-Domain Homogeneous Fusion with Cross-Modal Mamba and Progressive Decoder for 3D Object Detection—0
An Empirical Study of Pseudo-Labeling for Image-based 3D Object Detection—0
Local Grid Rendering Networks for 3D Object Detection in Point Clouds—0
Breaking the SSL-AL Barrier: A Synergistic Semi-Supervised Active Learning Framework for 3D Object Detection—0
Drosophila-Inspired 3D Moving Object Detection Based on Point Clouds—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EA-LSSNDS0.78—Unverified
2MegFusionNDS0.77—Unverified
3MMFusion-eNDS0.77—Unverified
4BEVFusion-eNDS0.76—Unverified
5RacoonPowerNDS0.76—Unverified
6DeepInteraction-largeNDS0.76—Unverified
7DeepInteraction-eNDS0.76—Unverified
8FusionVPENDS0.75—Unverified
9FocalFormer3D-FNDS0.75—Unverified
10CenterPoint-FusionNDS0.75—Unverified