Semi-supervised Video Object Segmentation on DAVIS 17 (test-dev)
88.9J&F ScoreSAM 2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAM 2Backbone=Hiera-L, Extra Training Data (SA-1B, SA-V)=true2024.08 | 88.9 | 85.3 | 92.5 | |
| Joint Former2024.08 | 88.1 | 84.7 | 91.6 | |
| Cutie-base+2024.08 | 88.1 | 84.7 | 91.4 | |
| SAM 2Backbone=Hiera-B+, Extra Training Data (SA-1B, SA-V)=false2024.08 | 87.9 | 84.7 | 91.1 | |
| SAM 2Backbone=Hiera-L, Extra Training Data (SA-1B, SA-V)=false2024.08 | 87.7 | 84.6 | 90.9 | |
| SAM 2Backbone=Hiera-S, Extra Training Data (SA-1B, SA-V)=true2024.08 | 87.6 | 84.1 | 91.1 | |
| SAM 2Backbone=Hiera-T, Extra Training Data (SA-1B, SA-V)=true2024.08 | 86.9 | 83.4 | 90.3 | |
| SAM 2Backbone=Hiera-B+, Extra Training Data (SA-1B, SA-V)=true2024.08 | 86.6 | 83.3 | 89.8 | |
| Cutie-base2024.08 | 86.1 | 82.4 | 89.9 | |
| ISVOS2024.08 | 84 | 80.1 | 87.8 | |
| SwinB-DeAOT-L2024.08 | 82.8 | 78.9 | 86.7 | |
| DEVA2024.08 | 82.6 | 78.9 | 86.4 | |
| SwinB-AOT-L2024.08 | 81.2 | 77.3 | 85.1 | |
| SimVOS-B2024.08 | 80.4 | 76.1 | 84.6 | |
| XMem2024.08 | 79.6 | 76.1 | 83 | |
| RDE2024.08 | 77.4 | 73.6 | 81.2 | |
| STCN2024.08 | 76.1 | 72.7 | 79.6 |