Video Object Segmentation on YouTube-VOS (test)
47.9Average ScoreSupervised Baseline (100%)
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Supervised Baseline (100%)Labeled Data=100%, Semi-Supervised=false2022.03 | 47.9 | 55.7 | 39.6 | 55.2 | 41.3 | — | — | — | |
| Ours (Temporal Coherency)Semi-Supervised=true, Loss=Temporal coherency consistency loss2022.03 | 36.8 | 43.1 | 31.4 | 40.8 | 31.8 | — | — | — | |
| LSTMSemi-Supervised=false2022.03 | 10.1 | 11.6 | 10.1 | 9.6 | 9.2 | — | — | — | |
| GaRA+SAM2zero-shot=true2026.05 | — | — | — | — | — | 79.8 | 78.1 | 81.4 | |
| MoGA+SAM2zero-shot=true2026.05 | — | — | — | — | — | 82.6 | 80.7 | 84.4 | |
| SAM2zero-shot=true2026.05 | — | — | — | — | — | 82.2 | 80.4 | 83.9 |