| Paper | Code | AUC | precision | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| GLAD: Generative Language-Assisted Visual Tracking for Low-Semantic Templates | 62.1 | 66.2 | GLAD-L384 | 2026-01-31 | |
| Autoregressive Visual Tracking | ✓ Link | 60.3 | ARTrack-L | 2023-01-01 | |
| GLAD: Generative Language-Assisted Visual Tracking for Low-Semantic Templates | 59.7 | 62.2 | GLAD-B256 | 2026-01-31 | |
| Universal Instance Perception as Object Discovery and Retrieval | ✓ Link | 59.3 | 62.8 | UNINEXT-H | 2023-03-12 |
| Joint Visual Grounding and Tracking with Natural Language Specification | ✓ Link | 56.9 | 58.1 | JointNLT | 2023-03-21 |
| Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework | ✓ Link | 55.9 | OSTrack | 2022-03-22 | |
| Transformer Tracking | ✓ Link | 50.7 | TransT | 2021-03-29 | |
| Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark | ✓ Link | 42.0 | 42.0 | AdaSwitcher | 2021-03-31 |