Unsupervised Video Object Segmentation on DAVIS 2019 (val)
67J&F ScoreUnOVOST
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| UnOVOSTProposals/Detections=true, Optical flow=true, Re-Id=true, Heuristic post-processing=true, fps=<12020.03 | 67 | 65.6 | 75.5 | 0.3 | 68.4 | 75.9 | 3.7 | |
| STEm-SegProposals/Detections=false, Optical flow=false, Re-Id=false, Heuristic post-processing=false, fps=72020.03 | 64.7 | 61.5 | 70.4 | -4 | 67.8 | 75.5 | 1.2 | |
| AGNNProposals/Detections=true, Optical flow=true, Re-Id=false, Heuristic post-processing=false2020.03 | 61.1 | 58.9 | 65.7 | 11.7 | 63.2 | 67.1 | 14.3 | |
| KISProposals/Detections=true, Optical flow=false, Re-Id=false, Heuristic post-processing=true2020.03 | 59.9 | — | — | — | — | — | — | |
| RI-TrackerProposals/Detections=true, Optical flow=false, Re-Id=true, Heuristic post-processing=false, Backbone=Mask-RCNN [32], fps=<12020.03 | 56.9 | 55.5 | 63.3 | 2.7 | 58.2 | 64.4 | 6.4 | |
| OF-TrackerProposals/Detections=true, Optical flow=true, Re-Id=false, Heuristic post-processing=false, Backbone=Mask-RCNN [32], fps=~12020.03 | 54.6 | 53.4 | 60.9 | -1.3 | 55.9 | 63 | 1.1 | |
| RVOSProposals/Detections=false, Optical flow=false, Re-Id=false, Heuristic post-processing=false, fps=20+2020.03 | 41.2 | 36.8 | 40.2 | 0.5 | 45.7 | 46.4 | 1.7 |