Video Object Segmentation on DAVIS Interactive 16
91JF ScoreMIVOS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MIVOSSegmentation Data=BL30K+VOS+DAVIS (4.88M), Type=Mask/Scribble, Refer-Type=Mask, Zero-Shot=false, Single Image=false2023.04 | 91 | 89.6 | — | |
| MIVOSSegmentation Data=BL30K+VOS+DAVIS, Refer-Type=Mask, Zero-Shot=false2023.11 | 91 | 89.6 | 92.4 | |
| TAM-LSegmentation Data=XMem+SAM (11.2M), Type=Multiple Points, Refer-Type=Mask, Zero-Shot=false, Single Image=false2023.04 | 88.4 | 87.5 | 89.4 | |
| XMemSegmentation Data=Image+VOS+DAVIS (0.25M), Type=Video, Refer-Type=Mask, Zero-Shot=false, Single Image=false2023.04 | 80.3 | — | 89.2 | |
| UNINEXT-LSegmentation Data=Image+Video (3M), Type=Generalist, Refer-Type=Mask, Zero-Shot=false, Single Image=false2023.04 | 78.1 | 79.1 | 83.5 | |
| UNINEXT-TSegmentation Data=Image+Video (3M), Type=Generalist, Refer-Type=Mask, Zero-Shot=false, Single Image=false2023.04 | 77 | 76.8 | 81 | |
| DINOv-TSegmentation Data=COCO+SAM, Refer-Type=Mask, Zero-Shot=true2023.11 | 77 | 72.9 | 81.2 | |
| DINOv-LSegmentation Data=COCO+SAM, Refer-Type=Mask, Zero-Shot=true2023.11 | 75.4 | 71.3 | 79.4 | |
| SiamMaskSegmentation Data=COCO+VOS, Refer-Type=Box, Zero-Shot=false2023.11 | 69.8 | 71.7 | 67.8 | |
| SEEM-BSegmentation Data=COCO+LVIS (0.12M), Type=Generalist, Refer-Type=Mask/Single Point, Zero-Shot=true, Single Image=true2023.04 | 67.2 | 63.6 | 70.9 | |
| SEEM-TSegmentation Data=COCO+LVIS (0.12M), Type=Generalist, Refer-Type=Mask/Single Point, Zero-Shot=true, Single Image=true2023.04 | 62.7 | 58.9 | 66.4 | |
| SEEM-TSegmentation Data=COCO+LVIS, Type=Generalist, Refer-Type=Mask, Zero-Shot=true2023.11 | 62.7 | 58.9 | 66.4 | |
| SEEM-LSegmentation Data=COCO+LVIS, Type=Generalist, Refer-Type=Mask, Zero-Shot=true2023.11 | 62.2 | 58.3 | 66 | |
| SiamMaskSegmentation Data=COCO+VOS (0.21M), Type=Mask, Refer-Type=Box, Zero-Shot=false, Single Image=false2023.04 | 54.3 | 58.5 | — |