Visual Tracking on VOT 2018
0.51EAORPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RPT2020.08 | 0.51 | 0.103 | 0.629 | |
| D3S2020.08 | 0.489 | 0.15 | 0.64 | |
| SiamAttn2020.08 | 0.47 | 0.16 | 0.63 | |
| ARTrack-B256 + MPTBackbone=Base (B), Resolution=256, Motion Prompt Tuning=true2025.05 | 0.469 | 0.491 | — | |
| SeqTrack-L384 + MPTBackbone=Large (L), Resolution=384, Motion Prompt Tuning=true2025.05 | 0.461 | 0.414 | — | |
| SiamBAN2020.08 | 0.452 | 0.178 | 0.597 | |
| DiMP-50Backbone=ResNet-502020.08 | 0.44 | 0.153 | 0.597 | |
| SeqTrack-B256 + MPTBackbone=Base (B), Resolution=256, Motion Prompt Tuning=true2025.05 | 0.428 | 0.471 | — | |
| SiamFC++2020.08 | 0.426 | 0.183 | 0.587 | |
| SiamRPN++2020.08 | 0.414 | 0.234 | 0.6 | |
| SiamR-CNN2020.08 | 0.408 | 0.22 | 0.609 | |
| OSTrack-B256 + MPTBackbone=Base (B), Resolution=256, Motion Prompt Tuning=true2025.05 | 0.406 | 0.473 | — | |
| ATOM2020.08 | 0.401 | 0.204 | 0.59 | |
| ARTrack-B256Backbone=Base (B), Resolution=2562025.05 | 0.399 | 0.599 | — | |
| ARTrack-L384Backbone=Large (L), Resolution=3842025.05 | 0.391 | 0.52 | — | |
| OSTrack-B384 + MPTBackbone=Base (B), Resolution=384, Motion Prompt Tuning=true2025.05 | 0.363 | 0.679 | — | |
| ROMTrack-B256Backbone=Base (B), Resolution=2562025.05 | 0.357 | 1.01 | — | |
| SeqTrack-B256Backbone=Base (B), Resolution=2562025.05 | 0.339 | 1.067 | — | |
| SeqTrack-L384Backbone=Large (L), Resolution=3842025.05 | 0.319 | 1.117 | — | |
| ROMTrack-B384Backbone=Base (B), Resolution=3842025.05 | 0.297 | 1.231 | — | |
| OSTrack-B256Backbone=Base (B), Resolution=2562025.05 | 0.287 | 1.204 | — | |
| OSTrack-B384Backbone=Base (B), Resolution=3842025.05 | 0.271 | 1.408 | — | |
| MixFormer-LBackbone=Large (L)2025.05 | 0.238 | 1.596 | — | |
| MixFormer-22kPre-training=22k2025.05 | 0.228 | 1.836 | — |