One-shot Video Object Segmentation on DAVIS 2017 (val)
56.1J&F MeanMuG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MuGSupervision=Weakly-supervised2020.03 | 56.1 | 54 | 60.7 | 58.2 | 62.2 | |
| MuGSupervision=Unsupervised Learning2020.03 | 54.3 | 52.6 | 57.4 | 56.1 | — | |
| CorrFlowSupervision=Unsupervised Learning2020.03 | 50.3 | 48.4 | 53.2 | 52.2 | 58.1 | |
| mgPFFSupervision=Unsupervised Learning2020.03 | 44.6 | 42.2 | 41.8 | 46.9 | 41.3 | |
| TimeCycleSupervision=Unsupervised Learning2020.03 | 42.8 | 43 | 43.7 | 42.6 | 56 | |
| BVSSupervision=Non Learning2020.03 | 37.3 | 32.9 | — | 41.7 | 26.8 | |
| DeepClusterSupervision=Unsupervised Learning2020.03 | 35.4 | 37.5 | — | 33.2 | — | |
| SIFT FlowSupervision=Non Learning2020.03 | 34 | 33 | 31.8 | 35 | 41.4 | |
| Vondrick et al.Supervision=Unsupervised Learning2020.03 | 34 | 34.6 | 34.1 | 32.7 | 44.4 | |
| Transitive InvSupervision=Unsupervised Learning2020.03 | 29.4 | 32 | — | 26.8 | — | |
| FlowNet2Supervision=Weakly-supervised2020.03 | 26 | 26.7 | 23.9 | 25.2 | 24.6 |