Unsupervised Video Object Segmentation on YouTube-Objects
87.5Aero. J ScoreDPA
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DPABackbone=VGG-16, Test-time augmentation strategy=false2024.07 | 87.5 | 73.7 | 85.6 | 70.1 | 77.7 | 81.2 | 69 | 81.8 | 61.9 | 62.1 | 51.3 | |
| GFATest-time augmentation strategy=false2024.07 | 87.2 | 74.7 | 85.5 | 74.7 | 82.9 | 80.4 | 72 | 79.6 | 67.8 | 61.3 | 55.8 | |
| FakeFlowBackbone=MiT-b2, Test-time augmentation strategy=false2024.07 | 86.3 | 75 | 86.1 | 73.9 | 82.3 | 81.6 | 71.6 | 80.7 | 65.7 | 55.4 | 64.2 | |
| TMOBackbone=ResNet-101, Test-time augmentation strategy=false2024.07 | 85.7 | 71.5 | 80 | 70.1 | 78 | 73.6 | 70.3 | 76.8 | 66.2 | 58.6 | 47 | |
| HFANBackbone=MiT-b1, Test-time augmentation strategy=true2024.07 | 84.7 | 73.4 | 80 | 72 | 76.1 | 76 | 71.2 | 76.9 | 71 | 64.3 | 61.4 | |
| RTNetBackbone=ResNet-101, Test-time augmentation strategy=false2024.07 | 84.1 | 71 | 80.2 | 70.1 | 79.5 | 71.8 | 70.1 | 71.3 | 65.1 | 64.6 | 53.3 | |
| AMC-NetBackbone=ResNet-101, Test-time augmentation strategy=false2024.07 | 78.9 | 71.1 | 80.9 | 67.4 | 82 | 69 | 69.6 | 75.8 | 63 | 63.4 | 57.8 | |
| MATNetBackbone=ResNet-101, Test-time augmentation strategy=false2024.07 | 72.9 | 69 | 77.5 | 66.9 | 79 | 73.7 | 67.4 | 75.9 | 63.2 | 62.6 | 51 |