SOTAVerified

3D Multi-Object Tracking

Image: Weng et al

Papers

Showing 2650 of 101 papers

TitleStatusHype
ADA-Track++: End-to-End Multi-Camera 3D Multi-Object Tracking with Alternating Detection and AssociationCode2
Inverse Neural Rendering for Explainable Multi-Object Tracking0
SparseAD: Sparse Query-Centric Paradigm for Efficient End-to-End Autonomous Driving0
CR3DT: Camera-RADAR Fusion for 3D Detection and TrackingCode1
Fast-Poly: A Fast Polyhedral Framework For 3D Multi-Object TrackingCode2
Unleashing HyDRa: Hybrid Fusion, Depth Consistency and Radar for Unified 3D PerceptionCode1
ShaSTA-Fuse: Camera-LiDAR Sensor Fusion to Model Shape and Spatio-Temporal Affinities for 3D Multi-Object Tracking0
Offline Tracking with Object PermanenceCode1
3D Multiple Object Tracking on Autonomous Driving: A Literature Review0
Probabilistic 3D Multi-Object Cooperative Tracking for Autonomous Driving via Differentiable Multi-Sensor Kalman FilterCode1
Which Framework is Suitable for Online 3D Multi-Object Tracking for Autonomous Driving with Automotive 4D Imaging Radar?Code1
Delving into Motion-Aware Matching for Monocular 3D Object TrackingCode1
3DMOTFormer: Graph Transformer for Online 3D Multi-Object TrackingCode1
FSD V2: Improving Fully Sparse 3D Object Detection with Virtual VoxelsCode0
DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point CloudsCode2
TrajectoryFormer: 3D Object Tracking Transformer with Predictive Trajectory HypothesesCode1
Object Re-Identification from Point Clouds0
You Only Need Two Detectors to Achieve Multi-Modal 3D Multi-Object TrackingCode1
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D PerceptionCode1
ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection BoxCode0
Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object DetectionCode2
Virtual Sparse Convolution for Multimodal 3D Object DetectionCode2
3D Multi-Object Tracking Based on Uncertainty-Guided Data AssociationCode1
Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object TrackingCode2
End-to-end 3D Tracking with Decoupled Queries0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MCTrackAMOTA0.76Unverified
2Fast-PolyAMOTA0.76Unverified
3Poly-MOTAMOTA0.75Unverified
4CAMO-MOTAMOTA0.75Unverified
5BEVFusion + AppearanceTrackerAMOTA0.74Unverified
6MSMDFusion-baseAMOTA0.74Unverified
7GTFSAMOTA0.73Unverified
8YH-DEEPAMOTA0.73Unverified
9MixFusionAMOTA0.72Unverified
10TransFusionAMOTA0.72Unverified
#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