| Paper | Code | Tracking quality | ModelName | ReleaseDate |
|---|---|---|---|---|
| A Distractor-Aware Memory for Visual Object Tracking with SAM2 | ✓ Link | 0.694 | DAM4SAM | 2024-11-26 |
| SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory | ✓ Link | 0.680 | SAMURAI | 2024-11-18 |
| SAM 2: Segment Anything in Images and Videos | ✓ Link | 0.649 | SAM2.1 | 2024-08-01 |
| SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree | ✓ Link | 0.646 | SAM2.1Long | 2024-10-21 |
| ODTrack: Online Dense Temporal Token Learning for Visual Tracking | ✓ Link | 0.608 | ODTrack | 2024-01-03 |
| Putting the Object Back into Video Object Segmentation | ✓ Link | 0.575 | Cutie | 2023-10-19 |
| AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection | 0.541 | AOT | 2020-11-05 | |
| Autoregressive Queries for Adaptive Tracking with Spatio-TemporalTransformers | 0.535 | AQATrack | 2024-03-15 | |
| []() | 0.529 | SeqTrack | ||
| Learning Target Candidate Association to Keep Track of What Not to Track | ✓ Link | 0.502 | KeepTrack | 2021-03-30 |
| Transformer Tracking | ✓ Link | 0.465 | TransT | 2021-03-29 |