YTVIS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Instance Segmentation | YTVIS 2019 (test val) | AP60.4 | 46 | |
| Video Instance Segmentation | YTVIS 2021 (test val) | PKR100 | 18 | |
| Object Detection | YTVIS 2019 | BD-Rate AP307.1 | 12 | |
| Object Recognition | YTVIS HQ | Top-1 Accuracy (Class)91.9 | 11 | |
| Video Object Discovery | YTVIS-HQ real-world (test) | ARI42.4 | 8 | |
| Object Discovery | YTVIS 2022 | ARI42 | 8 | |
| Object Discovery | YTVIS-HQ | ARI46 | 8 | |
| Unsupervised Video Object Discovery | YTVIS-HQ unconditional (test) | ARI45.5 | 7 | |
| Video Object-Centric Learning | YTVIS | ARI55 | 6 | |
| Open-vocabulary video instance segmentation | YTVIS 21 (val) | mAP62.2 | 5 | |
| Object Recognition | YTVIS | Top-1 Accuracy28.4 | 4 | |
| Video Object Discovery | YTVIS 2019 (val) | FG-ARI19.1 | 4 | |
| Object dynamics prediction | YTVIS HQ | ARIfg49.2 | 3 | |
| Object Recognition | YTVIS 2022 (test) | Top-1 Accuracy91 | 2 | |
| Object Recognition | YTVIS 2022 | Class Top-1 Accuracy90.7 | 2 |
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