Multi-modal Object Tracking on DepthTrack
68.1PrecisionMDTrack-U
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MDTrack-UTraining Strategy=Unified-Modality Training2026.03 | 68.1 | 67.6 | 67.9 | |
| MDTrack-STraining Strategy=Modality-Specific Training2026.03 | 67.5 | 67.5 | 67.5 | |
| XTrackTraining Strategy=Unified-Modality Training2026.03 | 65.4 | 64.3 | 64.8 | |
| SUTrackTraining Strategy=Unified-Modality Training2026.03 | 65.1 | 65.7 | 64.5 | |
| STTrackTraining Strategy=Modality-Specific Training2026.03 | 63.3 | 63.4 | 63.2 | |
| SDSTrackTraining Strategy=Modality-Specific Training2026.03 | 61.9 | 60.9 | 61.4 | |
| Un-TrackTraining Strategy=Modality-Specific Training2026.03 | 61.3 | 61 | 61.2 | |
| Un-TrackTraining Strategy=Unified-Modality Training2026.03 | 61 | 61 | 61 | |
| OneTrackerTraining Strategy=Modality-Specific Training2026.03 | 60.7 | 60.4 | 60.9 | |
| ViPTTraining Strategy=Modality-Specific Training2026.03 | 59.2 | 59.6 | 59.4 | |
| SeqTrackTraining Strategy=Unified-Modality Training2026.03 | 59 | 60 | 58 | |
| OSTrackTraining Strategy=Unified-Modality Training2026.03 | 56.9 | 58.2 | 55.7 | |
| ViPTTraining Strategy=Unified-Modality Training2026.03 | 56.1 | 56.2 | 56 | |
| SPTTraining Strategy=Modality-Specific Training2026.03 | 52.7 | 54.9 | 53.8 | |
| AiATrackTraining Strategy=Unified-Modality Training2026.03 | 51.5 | 52.6 | 50.5 | |
| StarkTraining Strategy=Unified-Modality Training2026.03 | 39.7 | 40.6 | 38.8 |