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ResearchFormerly WizWand

Generic Multiple Object Tracking on Refer-GMOT40

66.72MOTASORT
11.75626.025540.29554.5645Sep 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SORTParadigm=One Stage, Trackers=SORT, Detectors=iGDINO, Prompt=TP2024.0966.7256.4367.51
Deep-OCSORTParadigm=Two Stage, Trackers=Deep-OCSORT, Detectors=iGDINO, Prompt=TP2024.0965.5355.7466.54
Deep-OCSORTParadigm=Two Stage, Trackers=Deep-OCSORT, Detectors=GroundingDINO, Prompt=TP2024.0965.0857.8168.55
SORTParadigm=One Stage, Trackers=SORT, Detectors=GroundingDINO, Prompt=TP2024.0964.8256.9767.5
ByteTrackParadigm=One Stage, Trackers=ByteTrack, Detectors=iGDINO, Prompt=TP2024.0964.7955.8769.79
OC-SORTParadigm=Two Stage, Trackers=OC-SORT, Detectors=iGDINO, Prompt=TP2024.0963.6956.0668.85
OC-SORTParadigm=Two Stage, Trackers=OC-SORT, Detectors=GroundingDINO, Prompt=TP2024.0962.9457.6867.5
ByteTrackParadigm=One Stage, Trackers=ByteTrack, Detectors=GroundingDINO, Prompt=TP2024.0962.8956.4869.8
DeepSORTParadigm=One Stage, Trackers=DeepSORT, Detectors=iGDINO, Prompt=TP2024.0960.2150.5457.93
DeepSORTParadigm=One Stage, Trackers=DeepSORT, Detectors=GroundingDINO, Prompt=TP2024.0957.2252.0859.98
OC-SORTParadigm=Two Stage, Trackers=OC-SORT, Detectors=GLIP, Prompt=TP2024.0952.5155.263.33
Deep-OCSORTParadigm=Two Stage, Trackers=Deep-OCSORT, Detectors=GLIP, Prompt=TP2024.0952.2854.1961.41
SORTParadigm=One Stage, Trackers=SORT, Detectors=GLIP, Prompt=TP2024.0951.6153.0860.01
ByteTrackParadigm=One Stage, Trackers=ByteTrack, Detectors=GLIP, Prompt=TP2024.0950.9352.8462.36
Siamese-DETRParadigm=One Stage, Trackers=Siamese-DETR, Detectors=Siamese-DETR, Prompt=VP2024.0950—51.3
DeepSORTParadigm=One Stage, Trackers=DeepSORT, Detectors=GLIP, Prompt=TP2024.0944.8449.3153.95
OVTrackParadigm=One Stage, Trackers=OVTrack, Detectors=OVTrack, Prompt=TP2024.0927.7834.1336.07
Deep-OCSORTParadigm=Two Stage, Trackers=Deep-OCSORT, Detectors=GlobalTrack, Prompt=VP2024.0921.130.3734.74
SORTParadigm=One Stage, Trackers=SORT, Detectors=GlobalTrack, Prompt=VP2024.0920.8330.0533.9
ByteTrackParadigm=One Stage, Trackers=ByteTrack, Detectors=GlobalTrack, Prompt=VP2024.0920.2929.8834.7
OC-SORTParadigm=Two Stage, Trackers=OC-SORT, Detectors=GlobalTrack, Prompt=VP2024.0919.962932.85
MOTRv2Paradigm=Two Stage, Trackers=MOTRv2, Detectors=iGDINO, Prompt=TP2024.0918.732.9333.48
MOTRv2Paradigm=Two Stage, Trackers=MOTRv2, Detectors=GroundingDINO, Prompt=TP2024.0918.6533.1832.37
MOTRv2Paradigm=Two Stage, Trackers=MOTRv2, Detectors=GLIP, Prompt=TP2024.0918.5431.3231.28
DeepSORTParadigm=One Stage, Trackers=DeepSORT, Detectors=GlobalTrack, Prompt=VP2024.0917.9627.8230.37
MOTRv2Paradigm=Two Stage, Trackers=MOTRv2, Detectors=GlobalTrack, Prompt=VP2024.0913.8723.7625.17