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

Showing 10261050 of 1576 papers

TitleStatusHype
Minkowski Tracker: A Sparse Spatio-Temporal R-CNN for Joint Object Detection and Tracking0
Mitigating Perspective Distortion-induced Shape Ambiguity in Image Crops0
MLF-DET: Multi-Level Fusion for Cross-Modal 3D Object Detection0
MLOD: A multi-view 3D object detection based on robust feature fusion method0
MMDR: A Result Feature Fusion Object Detection Approach for Autonomous System0
mmFUSION: Multimodal Fusion for 3D Objects Detection0
MmWave Radar and Vision Fusion for Object Detection in Autonomous Driving: A Review0
Hierarchical Point Attention for Indoor 3D Object Detection0
MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation0
MonoATT: Online Monocular 3D Object Detection with Adaptive Token Transformer0
MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation0
MonoCoP: Chain-of-Prediction for Monocular 3D Object Detection0
MonoCT: Overcoming Monocular 3D Detection Domain Shift with Consistent Teacher Models0
Monocular 3D Object Detection and Box Fitting Trained End-to-End Using Intersection-over-Union Loss0
Monocular 3D Object Detection: An Extrinsic Parameter Free Approach0
Monocular 3D Object Detection for Autonomous Driving0
3D Object Detection from a Single Fisheye Image Without a Single Fisheye Training Image0
Monocular 3D Object Detection using Multi-Stage Approaches with Attention and Slicing aided hyper inference0
Monocular 3D Object Detection via Feature Domain Adaptation0
Monocular 3D Object Detection via Geometric Reasoning on Keypoints0
Monocular 3D Object Detection with Bounding Box Denoising in 3D by Perceiver0
Monocular 3D Object Detection with Decoupled Structured Polygon Estimation and Height-Guided Depth Estimation0
Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning0
Monocular Differentiable Rendering for Self-Supervised 3D Object Detection0
Monocular Plan View Networks for Autonomous Driving0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EA-LSSNDS0.78Unverified
2MMFusion-eNDS0.77Unverified
3MegFusionNDS0.77Unverified
4RacoonPowerNDS0.76Unverified
5BEVFusion-eNDS0.76Unverified
6DeepInteraction-largeNDS0.76Unverified
7DeepInteraction-eNDS0.76Unverified
8DAANDS0.75Unverified
9FusionVPENDS0.75Unverified
10CenterPoint-FusionNDS0.75Unverified