Visual Object Tracking on TNL2k (test)
64.7AUCSPMTrack-G
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPMTrack-GModel Scale=G2025.03 | 64.7 | — | 70.6 | 82.6 | |
| SPMTrack-LModel Scale=L2025.03 | 63.7 | — | 69.2 | 81.5 | |
| ETCTrack-B384Resolution=3842026.05 | 63 | — | 68.4 | — | |
| SeqTrackv2-L256Backbone=Large, Input Size=2562023.04 | 62.7 | — | 66 | — | |
| SeqTrackv2-L384Backbone=Large, Input Size=3842023.04 | 62.4 | — | 66.1 | — | |
| SPMTrack-BModel Scale=B2025.03 | 62 | — | 66.7 | 79.7 | |
| SPMTrack-B384Resolution=3842026.05 | 62 | — | 66.7 | — | |
| ODTrack-LBackbone=L2025.03 | 61.7 | — | — | — | |
| ARTrackV2-L384Backbone=L, Input Resolution=3842025.03 | 61.6 | — | — | — | |
| ETCTrack-B224Resolution=2242026.05 | 61.3 | — | 65.9 | — | |
| DreamTrack-B384Resolution=3842026.05 | 61.2 | — | 67.4 | — | |
| ODTrack-B384Resolution=3842026.05 | 60.9 | — | — | — | |
| RTracker-LBackbone=L2025.03 | 60.6 | — | 63.7 | — | |
| DreamTrack-B256Resolution=2562026.05 | 60.4 | — | 63.2 | — | |
| ARTrack-L384Backbone=L, Input Resolution=3842025.03 | 60.3 | — | — | — | |
| MCITrack-B224†Resolution=2242026.05 | 60.3 | — | 64.4 | — | |
| ETCTrack-S224Resolution=2242026.05 | 60 | — | 63.4 | — | |
| LORAT-B378Backbone=B, Input Resolution=3782025.03 | 59.9 | — | 63.7 | — | |
| LoRAT-B378Resolution=3782026.05 | 59.9 | — | 63.7 | — | |
| ARTrack-384Source=CVPR23, Input Resolution=384x3842024.03 | 59.8 | — | — | — | |
| SeqTrackv2-B384Backbone=Base, Input Size=3842023.04 | 59.4 | — | 62.6 | — | |
| AQATrack-384Source=Ours, Input Resolution=384x3842024.03 | 59.3 | — | 62.3 | — | |
| UNINEXT-HBackbone=H2025.03 | 59.3 | — | 62.8 | — | |
| ARTrackV2-B256Resolution=2562026.05 | 59.2 | — | — | — | |
| TemTrack-B256Resolution=2562026.05 | 58.8 | — | — | — | |
| ETCTrack-T224Resolution=2242026.05 | 58.3 | — | 61 | — | |
| One Tracker2024.03 | 58 | — | 59.1 | — | |
| SeqTrack-L384Backbone=Large, Resolution=3842023.04 | 57.8 | — | — | — | |
| SeqTrack-L384Backbone=Large, Resolution=3842023.04 | 57.8 | — | — | — | |
| AQATrack-256Source=Ours, Input Resolution=256x2562024.03 | 57.8 | — | 59.4 | — | |
| F-BDMTrack-384Source=ICCV23, Input Resolution=384x3842024.03 | 57.8 | — | 59.4 | — | |
| F-BDMTrack-384Resolution=3842026.05 | 57.8 | — | 59.4 | — | |
| CiteTracker2025.03 | 57.7 | — | 59.6 | — | |
| SeqTrackv2-B256Backbone=Base, Input Size=2562023.04 | 57.5 | — | 59.7 | — | |
| ARTrack-256Source=CVPR23, Input Resolution=256x2562024.03 | 57.5 | — | — | — | |
| JointNLT2024.03 | 56.9 | — | 58.1 | — | |
| SeqTrack-L256Backbone=Large, Resolution=2562023.04 | 56.9 | — | — | — | |
| JointNLT2023.04 | 56.9 | — | 58.1 | — | |
| SeqTrack-L256Backbone=Large, Resolution=2562023.04 | 56.9 | — | — | — | |
| DecoupleTNL2023.04 | 56.7 | — | 56 | — | |
| SeqTrack-B384Backbone=Base, Resolution=3842023.04 | 56.4 | — | — | — | |
| SeqTrack-B384Backbone=Base, Resolution=3842023.04 | 56.4 | — | — | — | |
| F-BDMTrack-256Source=ICCV23, Input Resolution=256x2562024.03 | 56.4 | — | 56.5 | — | |
| SeqTrack-B384Source=CVPR23, Input Resolution=384x3842024.03 | 56.4 | — | — | — | |
| Zhao et al.2023.04 | 56 | — | — | — | |
| OSTrack2023.04 | 55.9 | — | — | — | |
| OSTrack2023.04 | 55.9 | — | — | — | |
| OSTrack-384Source=ECCV22, Input Resolution=384x3842024.03 | 55.9 | — | — | — | |
| OSTrack-384Resolution=3842026.05 | 55.9 | — | — | — | |
| SimTrack2023.04 | 55.6 | — | — | — | |
| SimTrack2023.04 | 55.6 | — | — | — | |
| SeqTrack-B256Backbone=Base, Resolution=2562023.04 | 54.9 | — | — | — | |
| SeqTrack-B256Backbone=Base, Resolution=2562023.04 | 54.9 | — | — | — | |
| SeqTrack-B256Source=CVPR23, Input Resolution=256x2562024.03 | 54.9 | — | — | — | |
| SimTrack-B/16Source=ECCV222024.03 | 54.8 | — | 53.8 | — | |
| OSTrack-256Source=ECCV22, Input Resolution=256x2562024.03 | 54.3 | — | — | — | |
| OSTrack-256Resolution=2562026.05 | 54.3 | — | — | — | |
| VLTT2023.04 | 53.1 | — | 53.3 | — | |
| VLT2025.03 | 53.1 | — | 53.3 | — | |
| TransT2023.04 | 50.7 | — | — | — | |
| TransT2023.04 | 50.7 | — | — | — | |
| TransTSource=CVPR212024.03 | 50.7 | — | 51.7 | — | |
| TransT2026.05 | 50.7 | — | 51.7 | — | |
| AutoMatchSource=ICCV212024.03 | 47.2 | — | 43.5 | — | |
| DiMP2023.04 | 44.7 | — | — | — | |
| DiMP2023.04 | 44.7 | — | — | — | |
| Li et al.2023.04 | 44 | — | 45 | — | |
| TNL2K-22024.03 | 42 | — | 42 | — | |
| TNL2K-22023.04 | 42 | — | 42 | — | |
| SiamPRN++Source=CVPR192024.03 | 41.3 | — | 41.2 | — | |
| SiamRPN++2026.05 | 41.3 | — | 41.2 | — | |
| ATOM2023.04 | 40.1 | — | — | — | |
| ATOM2023.04 | 40.1 | — | — | — | |
| Ocean2023.04 | 38.4 | — | — | — | |
| Ocean2023.04 | 38.4 | — | — | — | |
| OceanSource=ECCV 202024.03 | 38.4 | — | 37.7 | — | |
| MDNetSource=CVPR162024.03 | 38 | — | 37.1 | — | |
| ECO2023.04 | 32.6 | — | — | — | |
| ECO2023.04 | 32.6 | — | — | — | |
| ECOSource=ICCV 172024.03 | 32.6 | — | 31.7 | — | |
| SiamFC2023.04 | 29.5 | — | — | — | |
| SiamFC2023.04 | 29.5 | — | — | — | |
| SiamFCSource=ECCVW162024.03 | 29.5 | — | 28.6 | — | |
| SiamFC2026.05 | 29.5 | — | 28.6 | — | |
| SNLT2024.03 | 27.6 | — | 41.9 | — | |
| SNLT2023.04 | 27.6 | — | 41.9 | — | |
| TransVG2023.04 | 26.1 | — | 28.9 | — | |
| RTTNLD2024.03 | 25 | — | 27 | — | |
| Feng et al.2023.04 | 25 | — | 27 | — | |
| RTTNLD2023.04 | 25 | — | 27 | — | |
| OneStage-BERT2023.04 | 19.8 | — | — | — | |
| LBYL-BERT2023.04 | 18.3 | — | — | — | |
| DiMPTracker=DiMP2021.12 | — | 44.7 | 43.4 | — | |
| LTMUTracker=LTMU2021.12 | — | 48.5 | 47.3 | — | |
| OceanTracker=Ocean2021.12 | — | 38.4 | 37.7 | — | |
| SiamPRN++Tracker=SiamPRN++2021.12 | — | 41.3 | 41.2 | — | |
| SiamR-CNNTracker=SiamR-CNN2021.12 | — | 52.3 | 52.8 | — | |
| SwinTrack-B-384Model Variant=B-3842021.12 | — | 55.9 | 57.1 | — | |
| SwinTrack-T-224Model Variant=T-2242021.12 | — | 53 | 53.2 | — | |
| TransTTracker=TransT2021.12 | — | 51 | — | — |