Unsupervised Video Object Segmentation on DAVIS 2017 (val)
70.4J&F Mean ScorePropose-Reduce
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Propose-ReduceBackbone=ResNeXt-1012021.03 | 70.4 | 67 | — | — | 73.8 | — | — | |
| Propose-ReduceBackbone=ResNet-1012021.03 | 68.3 | 65 | — | — | 71.6 | — | — | |
| UnOVOST2020.01 | 67.9 | 66.4 | 76.4 | -0.2 | 69.3 | 76.9 | 0.01 | |
| UnOVOSTBackbone=ResNet-101*2021.03 | 67.9 | 66.4 | — | — | 69.3 | — | — | |
| STEm-SegBackbone=ResNet-1012021.03 | 64.7 | 61.5 | — | — | 67.8 | — | — | |
| KIS2020.01 | 59.9 | — | — | — | — | — | — | |
| VSD2020.01 | 56.6 | 51.7 | — | — | 61.4 | — | — | |
| RVOS2020.01 | 41.2 | 36.8 | 40.2 | 0.5 | 45.7 | 46.4 | 1.7 | |
| RVOSBackbone=ResNet-1012021.03 | 41.2 | 36.8 | — | — | 45.7 | — | — | |
| SMTC2023.06 | 40.5 | 36.4 | — | — | 44.6 | — | — | |
| VideoSAURBackbone=DINOv2 ViT-B/14, Training Dataset=YT-VIS 2021, Patch Resolution=37 x 372023.06 | 29 | 36.8 | — | — | 21.1 | — | — |