Unsupervised Segmentation on Cholec instruments only
28.8mBO-VSlot-BERT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Slot-BERTtraining_protocol=from scratch2025.01 | 28.8 | 27.8 | 64.8 | 37 | 35.3 | |
| Video-Saurtraining_protocol=from scratch2025.01 | 26.1 | 25.8 | 74.9 | 34.2 | 34.6 | |
| DINO-Saurtraining_protocol=from scratch2025.01 | 25.7 | 25.5 | 75.9 | 33.9 | 29.1 | |
| STEVEtraining_protocol=from scratch2025.01 | 19.5 | 18.7 | 108.9 | 24.2 | 19.8 | |
| SAVitraining_protocol=from scratch2025.01 | 18.9 | 18.1 | 107 | 23.7 | 15.3 | |
| Slot-Diffusiontraining_protocol=from scratch2025.01 | 12.8 | 15.7 | 91.4 | 19.4 | 18.9 |