Video Object Segmentation on Endovis (test)
43.5mBO-VSlot-BERT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Slot-BERTZero-shot domain transfer=true, Pre-trained on=MICCAI data, Video length=5 frames2025.01 | 43.5 | 47.6 | 50.7 | 54.4 | |
| Video-SaurZero-shot domain transfer=true, Pre-trained on=MICCAI data, Video length=5 frames2025.01 | 42.7 | 46.7 | 56.2 | 53.5 | |
| DINO-SaurZero-shot domain transfer=true, Pre-trained on=MICCAI data, Video length=5 frames2025.01 | 34.1 | 38.7 | 64.4 | 45.4 | |
| Slot-DiffusionZero-shot domain transfer=true, Pre-trained on=MICCAI data, Video length=5 frames2025.01 | 33.3 | 35.9 | 95.6 | 40.6 | |
| SAViZero-shot domain transfer=true, Pre-trained on=MICCAI data, Video length=5 frames2025.01 | 28.2 | 32.4 | 81.6 | 36.9 | |
| STEVEZero-shot domain transfer=true, Pre-trained on=MICCAI data, Video length=5 frames2025.01 | 26 | 29.8 | 143.7 | 33.9 |