Generic Multiple Object Tracking on Refer-GMOT40
66.72MOTASORT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SORTParadigm=One Stage, Trackers=SORT, Detectors=iGDINO, Prompt=TP2024.09 | 66.72 | 56.43 | 67.51 | |
| Deep-OCSORTParadigm=Two Stage, Trackers=Deep-OCSORT, Detectors=iGDINO, Prompt=TP2024.09 | 65.53 | 55.74 | 66.54 | |
| Deep-OCSORTParadigm=Two Stage, Trackers=Deep-OCSORT, Detectors=GroundingDINO, Prompt=TP2024.09 | 65.08 | 57.81 | 68.55 | |
| SORTParadigm=One Stage, Trackers=SORT, Detectors=GroundingDINO, Prompt=TP2024.09 | 64.82 | 56.97 | 67.5 | |
| ByteTrackParadigm=One Stage, Trackers=ByteTrack, Detectors=iGDINO, Prompt=TP2024.09 | 64.79 | 55.87 | 69.79 | |
| OC-SORTParadigm=Two Stage, Trackers=OC-SORT, Detectors=iGDINO, Prompt=TP2024.09 | 63.69 | 56.06 | 68.85 | |
| OC-SORTParadigm=Two Stage, Trackers=OC-SORT, Detectors=GroundingDINO, Prompt=TP2024.09 | 62.94 | 57.68 | 67.5 | |
| ByteTrackParadigm=One Stage, Trackers=ByteTrack, Detectors=GroundingDINO, Prompt=TP2024.09 | 62.89 | 56.48 | 69.8 | |
| DeepSORTParadigm=One Stage, Trackers=DeepSORT, Detectors=iGDINO, Prompt=TP2024.09 | 60.21 | 50.54 | 57.93 | |
| DeepSORTParadigm=One Stage, Trackers=DeepSORT, Detectors=GroundingDINO, Prompt=TP2024.09 | 57.22 | 52.08 | 59.98 | |
| OC-SORTParadigm=Two Stage, Trackers=OC-SORT, Detectors=GLIP, Prompt=TP2024.09 | 52.51 | 55.2 | 63.33 | |
| Deep-OCSORTParadigm=Two Stage, Trackers=Deep-OCSORT, Detectors=GLIP, Prompt=TP2024.09 | 52.28 | 54.19 | 61.41 | |
| SORTParadigm=One Stage, Trackers=SORT, Detectors=GLIP, Prompt=TP2024.09 | 51.61 | 53.08 | 60.01 | |
| ByteTrackParadigm=One Stage, Trackers=ByteTrack, Detectors=GLIP, Prompt=TP2024.09 | 50.93 | 52.84 | 62.36 | |
| Siamese-DETRParadigm=One Stage, Trackers=Siamese-DETR, Detectors=Siamese-DETR, Prompt=VP2024.09 | 50 | — | 51.3 | |
| DeepSORTParadigm=One Stage, Trackers=DeepSORT, Detectors=GLIP, Prompt=TP2024.09 | 44.84 | 49.31 | 53.95 | |
| OVTrackParadigm=One Stage, Trackers=OVTrack, Detectors=OVTrack, Prompt=TP2024.09 | 27.78 | 34.13 | 36.07 | |
| Deep-OCSORTParadigm=Two Stage, Trackers=Deep-OCSORT, Detectors=GlobalTrack, Prompt=VP2024.09 | 21.1 | 30.37 | 34.74 | |
| SORTParadigm=One Stage, Trackers=SORT, Detectors=GlobalTrack, Prompt=VP2024.09 | 20.83 | 30.05 | 33.9 | |
| ByteTrackParadigm=One Stage, Trackers=ByteTrack, Detectors=GlobalTrack, Prompt=VP2024.09 | 20.29 | 29.88 | 34.7 | |
| OC-SORTParadigm=Two Stage, Trackers=OC-SORT, Detectors=GlobalTrack, Prompt=VP2024.09 | 19.96 | 29 | 32.85 | |
| MOTRv2Paradigm=Two Stage, Trackers=MOTRv2, Detectors=iGDINO, Prompt=TP2024.09 | 18.7 | 32.93 | 33.48 | |
| MOTRv2Paradigm=Two Stage, Trackers=MOTRv2, Detectors=GroundingDINO, Prompt=TP2024.09 | 18.65 | 33.18 | 32.37 | |
| MOTRv2Paradigm=Two Stage, Trackers=MOTRv2, Detectors=GLIP, Prompt=TP2024.09 | 18.54 | 31.32 | 31.28 | |
| DeepSORTParadigm=One Stage, Trackers=DeepSORT, Detectors=GlobalTrack, Prompt=VP2024.09 | 17.96 | 27.82 | 30.37 | |
| MOTRv2Paradigm=Two Stage, Trackers=MOTRv2, Detectors=GlobalTrack, Prompt=VP2024.09 | 13.87 | 23.76 | 25.17 |