SOTAVerified

3D Multi-Object Tracking

Image: Weng et al

Papers

Showing 125 of 101 papers

TitleStatusHype
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View RepresentationCode4
MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous DrivingCode3
DeepFusionMOT: A 3D Multi-Object Tracking Framework Based on Camera-LiDAR Fusion with Deep AssociationCode2
Virtual Sparse Convolution for Multimodal 3D Object DetectionCode2
RockTrack: A 3D Robust Multi-Camera-Ken Multi-Object Tracking FrameworkCode2
ADA-Track++: End-to-End Multi-Camera 3D Multi-Object Tracking with Alternating Detection and AssociationCode2
Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object TrackingCode2
DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point CloudsCode2
Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object DetectionCode2
Center-based 3D Object Detection and TrackingCode2
Fast-Poly: A Fast Polyhedral Framework For 3D Multi-Object TrackingCode2
InScope: A New Real-world 3D Infrastructure-side Collaborative Perception Dataset for Open Traffic ScenariosCode1
CR3DT: Camera-RADAR Fusion for 3D Detection and TrackingCode1
Immortal Tracker: Tracklet Never DiesCode1
3DMOTFormer: Graph Transformer for Online 3D Multi-Object TrackingCode1
HybridTrack: A Hybrid Approach for Robust Multi-Object TrackingCode1
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking With 2D-3D Multi-Feature LearningCode1
3D-ZeF: A 3D Zebrafish Tracking Benchmark DatasetCode1
Exploring Simple 3D Multi-Object Tracking for Autonomous DrivingCode1
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature LearningCode1
Delving into Motion-Aware Matching for Monocular 3D Object TrackingCode1
BiTrack: Bidirectional Offline 3D Multi-Object Tracking Using Camera-LiDAR DataCode1
3D Multi-Object Tracking Based on Uncertainty-Guided Data AssociationCode1
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D PerceptionCode1
DEFT: Detection Embeddings for TrackingCode1
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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