SOTAVerified

Multiple Object Tracking

Multiple Object Tracking is the problem of automatically identifying multiple objects in a video and representing them as a set of trajectories with high accuracy.

Source: SOT for MOT

Papers

Showing 125 of 318 papers

TitleStatusHype
Matching Anything by Segmenting AnythingCode5
SiamMask: A Framework for Fast Online Object Tracking and SegmentationCode4
Trackastra: Transformer-based cell tracking for live-cell microscopyCode4
PP-YOLOE: An evolved version of YOLOCode4
BoostTrack++: using tracklet information to detect more objects in multiple object trackingCode3
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingCode3
Universal Instance Perception as Object Discovery and RetrievalCode3
BoostTrack: boosting the similarity measure and detection confidence for improved multiple object trackingCode3
MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous DrivingCode3
Multiple Object Tracking as ID PredictionCode3
Towards Real-Time Multi-Object TrackingCode2
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object TrackingCode2
The 1st-place Solution for ECCV 2022 Multiple People Tracking in Group Dance ChallengeCode2
Towards Grand Unification of Object TrackingCode2
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object TrackingCode2
Simple Online and Realtime TrackingCode2
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports ScenesCode2
Delving into the Trajectory Long-tail Distribution for Muti-object TrackingCode2
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsCode2
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingCode2
RaTrack: Moving Object Detection and Tracking with 4D Radar Point CloudCode2
OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with TransformerCode2
Hybrid-SORT: Weak Cues Matter for Online Multi-Object TrackingCode2
Visible-Thermal Multiple Object Tracking: Large-scale Video Dataset and Progressive Fusion ApproachCode2
GTA: Global Tracklet Association for Multi-Object Tracking in SportsCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRK ODESAMOTA90.03Unverified
2MOSTFusionMOTA84.83Unverified
3mmMOT-normalMOTA84.77Unverified
43DTMOTA84.52Unverified
5Mono3DTMOTA84.52Unverified
6RRC-IIITHMOTA84.24Unverified
7RobMOT (Dynamic)HOTA81.8Unverified
8RobMOTHOTA81.76Unverified
9MCTrackHOTA81.07Unverified
10KFDLHOTA81.06Unverified
#ModelMetricClaimedVerifiedStatus
1ByteTrackmMOTA45.5Unverified
2UNINEXT-HmMOTA44.2Unverified
3MOTRv2mMOTA43.6Unverified
4QDTrackmMOTA42.1Unverified
5ContrasTRmMOTA41.7Unverified
6UnicornmMOTA41.2Unverified
7TETermMOTA39.1Unverified
8QDTrackmMOTA36.6Unverified
9Adaptive-searching -windows TrackermMOTA34.4Unverified
#ModelMetricClaimedVerifiedStatus
1ContrasTRmMOTA42.8Unverified
2SUSHImMOTA40.2Unverified
3ByteTrackmMOTA40.1Unverified
4QDtrackmMOTA35.6Unverified
5Yu et al.mMOTA26.3Unverified
#ModelMetricClaimedVerifiedStatus
1PP-TrackingMOTA72.6Unverified
2OC-SORTMOTA67.9Unverified
3HeadHunter-TMOTA63.6Unverified
4TracktorMOTA58.9Unverified
5SORTMOTA46.4Unverified
#ModelMetricClaimedVerifiedStatus
1MOTIP (Deformable DETR, with SportsMOT val)HOTA75.2Unverified
2TrackSSMHOTA74.4Unverified
3MOTIP (Deformable DETR)HOTA71.9Unverified
#ModelMetricClaimedVerifiedStatus
1MCTrackHOTA82.75Unverified
2BiTrackHOTA82.7Unverified
#ModelMetricClaimedVerifiedStatus
1SIRAMOTA47.79Unverified
2TempoRadarMOTA37.91Unverified
#ModelMetricClaimedVerifiedStatus
1QDTrackMOTA55.6Unverified
2RetinaTrackMOTA44.92Unverified
#ModelMetricClaimedVerifiedStatus
1MAC-SORTHOTA58.58Unverified
#ModelMetricClaimedVerifiedStatus
1EB & TADNMOTA23.7Unverified
#ModelMetricClaimedVerifiedStatus
1HandLerMOTA70Unverified