SOTAVerified

3D Multi-Object Tracking

Image: Weng et al

Papers

Showing 51–75 of 101 papers

TitleStatusHype
ShaSTA: Modeling Shape and Spatio-Temporal Affinities for 3D Multi-Object Tracking—0
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 tracking—0
DirectTracker: 3D Multi-Object Tracking Using Direct Image Alignment and Photometric Bundle Adjustment—0
CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion—0
Quality Matters: Embracing Quality Clues for Robust 3D Multi-Object Tracking—0
InterTrack: Interaction Transformer for 3D Multi-Object Tracking—0
PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking?—0
SpOT: Spatiotemporal Modeling for 3D Object Tracking—0
SRCN3D: Sparse R-CNN 3D for Compact Convolutional Multi-View 3D Object Detection and TrackingCode1
3D Multi-Object Tracking with Differentiable Pose Estimation—0
0/1 Deep Neural Networks via Block Coordinate Descent—0
Waymo Open Dataset: Panoramic Video Panoptic Segmentation—0
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View RepresentationCode4
3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention—0
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object TrackingCode1
DetFlowTrack: 3D Multi-object Tracking based on Simultaneous Optimization of Object Detection and Scene Flow Estimation—0
DeepFusionMOT: A 3D Multi-Object Tracking Framework Based on Camera-LiDAR Fusion with Deep AssociationCode2
Graph Neural Network for Cell Tracking in Microscopy VideosCode1
Immortal Tracker: Tracklet Never DiesCode1
SimpleTrack: Understanding and Rethinking 3D Multi-object TrackingCode1
SRT3D: A Sparse Region-Based 3D Object Tracking Approach for the Real WorldCode1
Exploring Simple 3D Multi-Object Tracking for Autonomous DrivingCode1
CFTrack: Center-based Radar and Camera Fusion for 3D Multi-Object Tracking—0
Score refinement for confidence-based 3D multi-object trackingCode1
TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MCTrackAMOTA0.76—Unverified
2Fast-PolyAMOTA0.76—Unverified
3Poly-MOTAMOTA0.75—Unverified
4CAMO-MOTAMOTA0.75—Unverified
5BEVFusion + AppearanceTrackerAMOTA0.74—Unverified
6MSMDFusion-baseAMOTA0.74—Unverified
7YH-DEEPAMOTA0.73—Unverified
8GTFSAMOTA0.73—Unverified
9TransFusionAMOTA0.72—Unverified
10MixFusionAMOTA0.72—Unverified
#ModelMetricClaimedVerifiedStatus
1RobMOTMOTA/L20.75—Unverified
2CTRL_FSD_TTAMOTA/L20.74—Unverified
3DRTrackerMOTA/L20.67—Unverified
4TrajectoryformerMOTA/L20.66—Unverified
5InceptioLidarMOTA/L20.66—Unverified
6HorizonMOT3DMOTA/L20.64—Unverified
7CasTrackMOTA/L20.64—Unverified
8MFMS_TrackMOTA/L20.63—Unverified
9Fast-PolyMOTA/L20.63—Unverified
10OptMOTMOTA/L20.62—Unverified
#ModelMetricClaimedVerifiedStatus
1SpaRCAMOTA0.63—Unverified
2HyDRaAMOTA0.58—Unverified
3CRNAMOTA0.57—Unverified
4CR3DTAMOTA0.36—Unverified
#ModelMetricClaimedVerifiedStatus
1DetZeroMOTA/L20.75—Unverified
2MCTrackMOTA/L20.73—Unverified
3CTRL_FSD_TTAMOTA/L20.73—Unverified
#ModelMetricClaimedVerifiedStatus
1StreamPETR-LargeAMOTA65.3—Unverified
#ModelMetricClaimedVerifiedStatus
1VoxelNeXtAMOTA71—Unverified