SOTAVerified

3D Multi-Object Tracking

Image: Weng et al

Papers

Showing 5175 of 101 papers

TitleStatusHype
SpaRC: Sparse Radar-Camera Fusion for 3D Object DetectionCode0
CrossTracker: Robust Multi-modal 3D Multi-Object Tracking via Cross Correction0
3D Multi-Object Tracking with Semi-Supervised GRU-Kalman Filter0
SynCL: A Synergistic Training Strategy with Instance-Aware Contrastive Learning for End-to-End Multi-Camera 3D Tracking0
3D Multi-Object Tracking Employing MS-GLMB Filter for Autonomous DrivingCode0
RCBEVDet++: Toward High-accuracy Radar-Camera Fusion 3D Perception Network0
YOLOO: You Only Learn from Others Once0
Boosting Online 3D Multi-Object Tracking through Camera-Radar Cross Check0
StreamMOTP: Streaming and Unified Framework for Joint 3D Multi-Object Tracking and Trajectory Prediction0
S2-Track: A Simple yet Strong Approach for End-to-End 3D Multi-Object Tracking0
RobMOT: Robust 3D Multi-Object Tracking by Observational Noise and State Estimation Drift Mitigation on LiDAR PointCloudCode0
Inverse Neural Rendering for Explainable Multi-Object Tracking0
SparseAD: Sparse Query-Centric Paradigm for Efficient End-to-End Autonomous Driving0
ShaSTA-Fuse: Camera-LiDAR Sensor Fusion to Model Shape and Spatio-Temporal Affinities for 3D Multi-Object Tracking0
3D Multiple Object Tracking on Autonomous Driving: A Literature Review0
FSD V2: Improving Fully Sparse 3D Object Detection with Virtual VoxelsCode0
Object Re-Identification from Point Clouds0
ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection BoxCode0
End-to-end 3D Tracking with Decoupled Queries0
ShaSTA: Modeling Shape and Spatio-Temporal Affinities for 3D Multi-Object Tracking0
Development and evaluation of automated localisation and reconstruction of all fruits on tomato plants in a greenhouse based on multi-view perception and 3D multi-object tracking0
DirectTracker: 3D Multi-Object Tracking Using Direct Image Alignment and Photometric Bundle Adjustment0
CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion0
Quality Matters: Embracing Quality Clues for Robust 3D Multi-Object Tracking0
InterTrack: Interaction Transformer for 3D Multi-Object Tracking0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MCTrackAMOTA0.76Unverified
2Fast-PolyAMOTA0.76Unverified
3Poly-MOTAMOTA0.75Unverified
4CAMO-MOTAMOTA0.75Unverified
5BEVFusion + AppearanceTrackerAMOTA0.74Unverified
6MSMDFusion-baseAMOTA0.74Unverified
7YH-DEEPAMOTA0.73Unverified
8GTFSAMOTA0.73Unverified
9TransFusionAMOTA0.72Unverified
10MixFusionAMOTA0.72Unverified
#ModelMetricClaimedVerifiedStatus
1RobMOTMOTA/L20.75Unverified
2CTRL_FSD_TTAMOTA/L20.74Unverified
3DRTrackerMOTA/L20.67Unverified
4TrajectoryformerMOTA/L20.66Unverified
5InceptioLidarMOTA/L20.66Unverified
6HorizonMOT3DMOTA/L20.64Unverified
7CasTrackMOTA/L20.64Unverified
8MFMS_TrackMOTA/L20.63Unverified
9Fast-PolyMOTA/L20.63Unverified
10OptMOTMOTA/L20.62Unverified
#ModelMetricClaimedVerifiedStatus
1SpaRCAMOTA0.63Unverified
2HyDRaAMOTA0.58Unverified
3CRNAMOTA0.57Unverified
4CR3DTAMOTA0.36Unverified
#ModelMetricClaimedVerifiedStatus
1DetZeroMOTA/L20.75Unverified
2MCTrackMOTA/L20.73Unverified
3CTRL_FSD_TTAMOTA/L20.73Unverified
#ModelMetricClaimedVerifiedStatus
1StreamPETR-LargeAMOTA65.3Unverified
#ModelMetricClaimedVerifiedStatus
1VoxelNeXtAMOTA71Unverified