Interactive Video Object Segmentation on DAVIS 2017 (val)
88.4AUC-J&FSTCN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| STCNPre-training=BL30K2021.06 | 88.4 | — | — | 88.8 | — | — | — | — | 7.3 | |
| MiVOSinteractions=3 frames2021.03 | 87.9 | — | — | — | 84.9 | 85.4 | 88.5 | — | — | |
| MiVOSPre-training=BL30K2021.06 | 87.9 | — | — | 88.5 | — | — | — | — | 12 | |
| GISFrame selection=RS42021.04 | 85.6 | — | — | 86.6 | 82 | — | — | 82.9 | — | |
| GIS2021.06 | 85.6 | — | — | 86.6 | — | — | — | — | 34 | |
| GISFrame selection=RS12021.04 | 85.5 | — | — | 86.4 | 81.8 | — | — | 82.7 | — | |
| GISFrame selection=Ground-truth (GT)2021.04 | 85.3 | — | — | 86.3 | 81.7 | — | — | 82.6 | — | |
| Oh et al. [24]2021.04 | 83.9 | — | — | 84.8 | — | — | — | — | — | |
| ATNetinteractions=8 rounds2021.03 | 80.9 | — | — | — | 77.1 | 79 | 82.7 | — | — | |
| Heo et al.Extra data=true2021.03 | 80.9 | — | — | — | 77.1 | — | — | — | — | |
| Heo et al. [7]2021.04 | 80.9 | — | — | 82.7 | 77.1 | — | — | 79 | — | |
| ATNet2021.06 | 80.9 | — | — | 82.7 | — | — | — | — | — | |
| STMinteractions=8 rounds2021.03 | 80.3 | — | — | — | — | — | 84.8 | — | — | |
| STM2021.06 | 80.3 | — | — | 84.8 | — | — | — | — | 37 | |
| Miao et al. [20]2021.04 | 78.7 | — | — | 79.5 | 74.9 | — | — | 76.1 | — | |
| Oh et al. [22]2021.04 | 77.8 | — | — | 78.7 | 69.1 | — | — | 73.4 | — | |
| GNN-based Interactive VOSExtra data=false2021.03 | 76.4 | — | — | — | 73.5 | — | — | — | — | |
| Proposed2020.07 | 0.809 | 77.1 | 79 | 0.827 | — | — | — | — | — | |
| Ren et al.2020.07 | 0.766 | — | — | 0.78 | — | — | — | — | — | |
| Heo et al.2020.07 | 0.734 | 70.4 | 72.5 | 0.752 | — | — | — | — | — | |
| Heo et al.Optical Flow=false, CRF post-processing=false, Additional YoutubeVOS training=true2020.03 | — | 69.8 | 69.1 | — | — | — | — | — | — | |
| Heo et al.Optical Flow=true, CRF post-processing=true, Additional YoutubeVOS training=true2020.03 | — | 70.4 | 72.5 | — | — | — | — | — | — | |
| Heo et al.Extra data=true2021.03 | — | — | — | — | 70.4 | — | — | — | — | |
| MA-NetOptical Flow=false, CRF post-processing=false, Additional YoutubeVOS training=false2020.03 | — | 74.9 | 76.1 | — | — | — | — | — | — | |
| MANetinteractions=8 rounds2021.03 | — | — | — | — | 74.9 | 76.1 | — | — | — | |
| Miao et al.Extra data=false2021.03 | — | — | — | — | 74.9 | — | — | — | — | |
| Najafi et al.Optical Flow=false, CRF post-processing=false, Additional YoutubeVOS training=true2020.03 | — | 70.2 | 54.8 | — | — | — | — | — | — | |
| Najafi et al.2020.07 | — | 70.2 | 54.8 | — | — | — | — | — | — | |
| Najafi et al.Extra data=false2021.03 | — | — | — | — | 70.2 | — | — | — | — | |
| Oh et al.Optical Flow=false, CRF post-processing=false, Additional YoutubeVOS training=true2020.03 | — | 69.1 | 73.4 | — | — | — | — | — | — | |
| Oh et al.2020.07 | — | 69.1 | 73.4 | — | — | — | — | — | — | |
| Oh et al.interactions=8 rounds2021.03 | — | — | — | — | 69.1 | 73.4 | — | — | — | |
| Oh et al.Extra data=true2021.03 | — | — | — | — | 69.1 | — | — | — | — | |
| Oh et al.Extra data=false2021.03 | — | — | — | — | 55.5 | — | — | — | — |