Visual Object Tracking on UAV123 10fps (Precision, Success)
86.3PrecisionSGDViT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SGDViTType=CNN-based, Source=ICRA 232026.05 | 86.3 | 66.1 | |
| EATrack-DeiTType=ViT-based, Source=Ours2026.05 | 85.4 | 67.4 | |
| EATrack-ViTType=ViT-based, Source=Ours2026.05 | 84.8 | 66.7 | |
| ORTrack-D-DeiTType=ViT-based, Source=CVPR 252026.05 | 83.7 | 63.7 | |
| AVTrack-MD-DeiTType=ViT-based, Source=TCSVT 252026.05 | 83.3 | 65.5 | |
| AVTrack-DeiTType=ViT-based, Source=ICML 242026.05 | 83.2 | 65.8 | |
| LightFCType=ViT-based, Source=KBS 242026.05 | 83.1 | 64 | |
| SGLATrack-DeiTType=ViT-based, Source=CVPR 252026.05 | 82.6 | 65.5 | |
| TCTrack++Type=CNN-based, Source=TPAMI 232026.05 | 78.2 | 60.1 | |
| ABDNetType=CNN-based, Source=RAL 232026.05 | 77.3 | 59.1 | |
| SiamAPNType=CNN-based, Source=ICRA 212026.05 | 75.2 | 56.6 | |
| TCTrackType=CNN-based, Source=CVPR 222026.05 | 75.1 | 58.8 | |
| HiFTType=CNN-based, Source=ICCV 212026.05 | 74.9 | 57 | |
| PRL-TrackType=CNN-based, Source=IROS 242026.05 | 74.1 | 58.6 | |
| P-SiamFC++Type=CNN-based, Source=ICME 222026.05 | 73.1 | 54.9 | |
| RACFType=DCF-based, Source=PR 222026.05 | 69.4 | 48.6 | |
| AutoTrackType=DCF-based, Source=CVPR 202026.05 | 67.1 | 47.7 | |
| ARCFType=DCF-based, Source=ICCV 192026.05 | 66.6 | 47.3 | |
| ECO_HCType=DCF-based, Source=CVPR 172026.05 | 64 | 46.8 | |
| MCCT_HType=DCF-based, Source=CVPR 182026.05 | 59.6 | 43.4 | |
| STRCFType=DCF-based, Source=CVPR 182026.05 | 59.6 | 43.4 | |
| fDSSTType=DCF-based, Source=TAPMI 172026.05 | 51.6 | 37.9 | |
| KCFType=DCF-based, Source=TAPMI 152026.05 | 40.6 | 26.5 |