Visual Object Tracking on AVisT (test)
62.2AUCPIVOT-L-27
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PIVOT-L-27Backbone=ViT2024.09 | 62.2 | 73.3 | 55.5 | |
| PIVOT-L-22Backbone=ViT2024.09 | 61.2 | 72.8 | 54.1 | |
| UVLTrack-LVenue=AAAI24, Backbone=ViT2024.09 | 57.8 | 67.9 | 48.7 | |
| MixFormerL-22kVenue=CVPR22, Backbone=ViT2024.09 | 56 | 65.9 | 46.3 | |
| GRM2023.03 | 54.5 | 63.1 | 45.2 | |
| GRMVenue=CVPR23, Backbone=ViT2024.09 | 54.5 | 63.1 | 45.2 | |
| STDTrackSource=ours2026.01 | 53.9 | — | — | |
| MixFormerSource=CVPR 222023.03 | 53.7 | 63 | 43 | |
| MixFormer-22kVenue=CVPR22, Backbone=ViT2024.09 | 53.7 | 63 | 43 | |
| PIVOT-50Backbone=ConvNet2024.09 | 52.5 | 60.7 | 39.2 | |
| TOMPSource=CVPR 222023.03 | 51.6 | 59.5 | 38.9 | |
| ToMP-50Venue=CVPR22, Backbone=ConvNet2024.09 | 51.6 | 59.5 | 38.9 | |
| STARKSource=ICCV'212023.03 | 51.1 | 59.2 | 39.1 | |
| STARKVenue=ICCV21, Backbone=ConvNet2024.09 | 51.1 | 59.2 | 39.1 | |
| RTSSource=ECCV'222023.03 | 50.8 | 55.7 | 38.9 | |
| Alpha-RefineSource=CVPR'212023.03 | 49.6 | 55.7 | 38.2 | |
| AlphaRefineVenue=CVPR21, Backbone=ConvNet2024.09 | 49.6 | 55.6 | 38.2 | |
| KeepTrackSource=ICCV'212023.03 | 49.4 | 56.3 | 37.8 | |
| KeepTrackVenue=ICCV21, Backbone=ConvNet2024.09 | 49.4 | 56.3 | 37.8 | |
| TransTSource=CVPR'212023.03 | 49 | 56.4 | 37.2 | |
| TransTVenue=CVPR21, Backbone=ConvNet2024.09 | 49 | 56.4 | 37.2 | |
| TMTSource=CVPR'212023.03 | 48.1 | 55.3 | 33.8 | |
| TrDiMPVenue=CVPR21, Backbone=ConvNet2024.09 | 48.1 | 55.3 | 33.8 | |
| S-SmallSource=WACV252026.01 | 47.9 | — | — | |
| TrSiamVenue=CVPR21, Backbone=ConvNet2024.09 | 47.8 | 54.8 | 33 | |
| SMATSource=WACV242026.01 | 44.7 | — | — | |
| PrDiMPSource=CVPR 202023.03 | 43.3 | 48 | 28.7 | |
| DiMPSource=ICCV'192023.03 | 41.9 | 45.7 | 26 | |
| HCAT-BSource=ECCV222026.01 | 41.8 | — | — | |
| LightTrackSource=CVPR212026.01 | 40.4 | — | — | |
| MixFormerV2-SSource=NIPS232026.01 | 39.6 | — | — | |
| SiamRPN++Source=CVPR'192023.03 | 39 | 43.5 | 21.2 | |
| FEAR-XSSource=ECCV222026.01 | 38.7 | — | — | |
| ATOMSource=CVPR'192023.03 | 38.6 | 41.5 | 22.2 | |
| OceanSource=ECCV'202023.03 | 36.6 | 43.6 | 20.5 |