Video on YouTube-VOS 2019
Metric: Mean Jaccard & F-Measure (higher is better)
Metric: Mean Jaccard & F-Measure (higher is better)
| # | Model↕ | Mean Jaccard & F-Measure▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | XMem (BL30K,MS) | 86.8 | Yes | XMem: Long-Term Video Object Segmentation with a... | 2022-07-14 | Code |
| 2 | XMem | 85.5 | Yes | XMem: Long-Term Video Object Segmentation with a... | 2022-07-14 | Code |
| 3 | BATMAN | 85 | No | BATMAN: Bilateral Attention Transformer in Motio... | 2022-08-01 | - |
| 4 | AOT | 84.1 | No | BATMAN: Bilateral Attention Transformer in Motio... | 2022-08-01 | Code |
| 5 | RPCMVOS | 83.9 | No | Reliable Propagation-Correction Modulation for V... | 2021-12-06 | Code |
| 6 | MobileVOS | 83.3 | No | MobileVOS: Real-Time Video Object Segmentation C... | 2023-03-14 | - |
| 7 | STCN | 82.7 | No | Rethinking Space-Time Networks with Improved Mem... | 2021-06-09 | Code |
| 8 | CFBI+ | 82.6 | No | Collaborative Video Object Segmentation by Foreg... | 2020-03-18 | Code |
| 9 | SST | 81.8 | No | SSTVOS: Sparse Spatiotemporal Transformers for V... | 2021-01-21 | Code |
| 10 | CFBI | 81 | No | BATMAN: Bilateral Attention Transformer in Motio... | 2022-08-01 | - |