Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SAMURAI-L | 0.692 | No | SAMURAI: Adapting Segment Anything Model for Zer... | 2024-11-18 | Code |
| 2 | ARTrackV2-L | 0.684 | No | ARTrackV2: Prompting Autoregressive Tracker Wher... | 2023-12-28 | Code |
| 3 | PiVOT-L | 0.682 | No | Improving Visual Object Tracking through Visual ... | 2024-09-27 | Code |
| 4 | HIPTrack | 0.681 | No | HIPTrack: Visual Tracking with Historical Prompts | 2023-11-03 | Code |
| 5 | LoRAT-g-378 | 0.681 | No | Tracking Meets LoRA: Faster Training, Larger Mod... | 2024-03-08 | Code |
| 6 | AiATrack | 0.679 | No | AiATrack: Attention in Attention for Transformer... | 2022-07-20 | Code |
| 7 | SPMTrack-B | 0.674 | No | SPMTrack: Spatio-Temporal Parameter-Efficient Fi... | 2025-03-24 | Code |
| 8 | LoRAT-L-378 | 0.667 | No | Tracking Meets LoRA: Faster Training, Larger Mod... | 2024-03-08 | Code |
| 9 | SeqTrack-L384 | 0.662 | No | Unified Sequence-to-Sequence Learning for Single... | 2023-04-27 | Code |
| 10 | DiMP-NCE+ | 0.65 | No | How to Train Your Energy-Based Model for Regress... | 2020-05-04 | Code |