Referring Multi-Object Tracking on Refer-KITTI 37 (test)
53.83HOTAFlexHook
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlexHookStage=Two-Stage, Language Model=RoBERTa [24], Backbone=ROPE Swin-T [14]2025.03 | 53.83 | 43.36 | 66.92 | 90.87 | |
| FlexHookStage=Two-Stage, Language Model=RoBERTa [24], Backbone=Resnet34 [13]2025.03 | 53.6 | 42.82 | 67.17 | 90.82 | |
| FlexHookStage=Two-Stage, Language Model=CLIP [32], Backbone=CLIP-R 50 [32]2025.03 | 53.45 | 42.69 | 67 | 90.82 | |
| HFF-TrackerStage=One-Stage, Venue=AAAI’252025.03 | 52.41 | 41.29 | 66.65 | 90.76 | |
| TempRMOTStage=One-Stage, Venue=Arxiv’242025.03 | 52.21 | 40.95 | 66.75 | 90.4 | |
| DKGTrackerStage=One-Stage, Venue=ICCV’252025.03 | 52.08 | 41.1 | 66.04 | 90.54 | |
| SKTrackerStage=One-Stage, Venue=TMM’252025.03 | 50.85 | 42.24 | 64.39 | 90.43 | |
| MLS-TrackStage=One-Stage, Venue=Arxiv’242025.03 | 49.05 | 40.03 | 60.25 | — | |
| iKUNStage=Two-Stage, Venue=CVPR’242025.03 | 48.84 | 35.74 | 66.8 | — | |
| CGATrackerStage=One-Stage, Venue=TCSVT’252025.03 | 48.81 | 38.66 | 61.77 | — | |
| TransRMOTStage=One-Stage, Venue=CVPR’232025.03 | 46.56 | 37.97 | 57.33 | 90.33 |