One-shot Part Segmentation on PACO-Part
32.7F0 mIoUMatcher
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MatcherVenue=this work, Training-free=true, Using SAM=true2023.05 | 32.7 | 35.6 | 36.5 | 34.1 | 34.7 | |
| VATVenue=ECCV'22, Training-free=true, Using SAM=false, Pre-training dataset=COCO-20^22023.05 | 22 | 22.9 | 26 | 23.1 | 23.5 | |
| HSNetVenue=ICCV'21, Training-free=true, Using SAM=false, Pre-training dataset=COCO-20^22023.05 | 20.8 | 21.3 | 25.5 | 22.6 | 22.6 | |
| PerSAMVenue=arXiv'23, Training-free=true, Using SAM=true2023.05 | 19.4 | 20.5 | 23.8 | 21.2 | 21.2 | |
| SegGPTVenue=ICCV'23, Training-free=false, Using SAM=false2023.05 | 13.9 | 12.6 | 14.8 | 12.7 | 13.5 | |
| PainterVenue=CVPR'23, Training-free=false, Using SAM=false2023.05 | 13.7 | 12.5 | 15 | 15.1 | 14.1 |