Visual Object Tracking on LaSOT ext
46.9Success Rate (SUC)SwinTrack-T-224 (Baseline)
Evaluation results
| Method | Links | |
|---|---|---|
| SwinTrack-T-224 (Baseline)Speed (fps)=98, Params (M)=22.72021.12 | 46.9 | |
| SwinTrack-T-224 (Plain binary cross entropy loss)Speed (fps)=98, Params (M)=22.72021.12 | 46.7 | |
| SwinTrack-T-224 (Removing Hanning penalty)Speed (fps)=98, Params (M)=22.72021.12 | 46 | |
| SwinTrack-T-224 (Cross-attention fusion)Speed (fps)=72, Params (M)=34.62021.12 | 45.4 | |
| SwinTrack-T-224 (Absolute sine position encoding)Speed (fps)=103, Params (M)=21.62021.12 | 45 | |
| SwinTrack-T-224 (Target query-based decoder)Speed (fps)=91, Params (M)=25.32021.12 | 43.2 | |
| SwinTrack-T-224 (ResNet-50 backbone)Speed (fps)=121, Params (M)=20.02021.12 | 41.8 |