An investigation for RGBNIR/S tracking. Hopefully, it can help other researchers become familiar with multi-modal tracking as soon as possible. This repository is started on 21/06/2024, and will keep on updating.
This repository will give a detail investigation of the RGBNIR and RGBS tracking community, including the Datasets, Results, and the Methods.
- Datasets
- Results
- Methods
- ...
| Dataset | Publish | GitHub | Introduction |
|---|---|---|---|
| CMOTB | TNNLS'2024 | CMOTB | Cross-Modal Object Tracking via Modality-Aware Fusion Network and A Large-Scale Dataset |
| RGBS50 | Arxiv'2024 | RGBS50 | RGB-Sonar Tracking Benchmark and Spatial Cross-Attention Transformer Tracker |
| CMOTB | |||||
|---|---|---|---|---|---|
| Methods | Venue | Speed | PR | NPR | SR |
| MAFNet_DiMP | TNNLS'2024 | 36 | 55.1 | 66.4 | 56.1 |
| ProtoTrack | Arxiv'2024 | 24 | 78.5 | 80.6 | 66.9 |
| MArMOT_DiMP | AAAI'2022 | 33 | 53.8 | 64.5 | 54.6 |
| RGBS-RGB | RGBS-S | |||||||
|---|---|---|---|---|---|---|---|---|
| Methods | Venue | Speed | PR | NPR | SR | PR | NPR | SR |
| LightFC-X | Arxiv'2025 | 81/A6000 | 59.6 | 65.0 | 58.6 | 58.3 | 52.0 | 39.5 |
| SCANet | Arxiv'2024 | 75.6 | 78.0 | 71.2 | 66.2 | 62.1 | 50.3 | |
Questions
If you have any questions, please contact [email protected], and wechat: Tzy18861871359 is also welcomed.