Referring Multi-Object Tracking on Refer-KITTI V2 44 (test)
42.53HOTAFlexHook
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlexHookStage=Two-Stage, Language Model=RoBERTa [24], Backbone=ROPE Swin-T [14]2025.03 | 42.53 | 30.63 | 59.19 | 89.09 | |
| FlexHookStage=Two-Stage, Language Model=RoBERTa [24], Backbone=Resnet34 [13]2025.03 | 41.5 | 30.07 | 57.4 | 89.31 | |
| FlexHookStage=Two-Stage, Language Model=CLIP [32], Backbone=CLIP-R 50 [32]2025.03 | 41.42 | 29.06 | 59.2 | 89.1 | |
| FlexHook-bestStage=Two-Stage, Detector=D-DETR [49], Tracker=StrongSORT [7]2025.03 | 40.73 | 30.4 | 54.72 | 89.39 | |
| HFF-TrackerStage=One-Stage, Venue=AAAI’252025.03 | 36.18 | 24.64 | 53.27 | 89.77 | |
| SKTrackerStage=One-Stage, Venue=TMM’252025.03 | 35.29 | 23.87 | 52.35 | 88.89 | |
| DKGTrackerStage=One-Stage, Venue=ICCV’252025.03 | 35.26 | 23.04 | 54.13 | 91.65 | |
| TempRMOTStage=One-Stage, Venue=Arxiv’242025.03 | 35.04 | 22.97 | 53.58 | 90.07 | |
| CGATrackerStage=One-Stage, Venue=TCSVT’252025.03 | 33.19 | 22.04 | 50.13 | — | |
| TransRMOTStage=One-Stage, Venue=CVPR’232025.03 | 31 | 19.4 | 49.68 | 89.82 | |
| iKUNStage=Two-Stage, Venue=CVPR’242025.03 | 10.32 | 2.17 | 49.77 | 74.56 |