One-shot Part Segmentation on PASCAL-Part
37.1mIoU (Animals)Matcher
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MatcherVenue=this work, Training-free=true, Using SAM=true2023.05 | 37.1 | 56.3 | 32.4 | 45.7 | 42.9 | |
| SegGPTVenue=ICCV'23, Training-free=false, Using SAM=false2023.05 | 22.8 | 50.9 | 31.3 | 38 | 35.8 | |
| VATVenue=ECCV'22, Training-free=true, Using SAM=false, Pre-training dataset=PASCAL-5^22023.05 | 21.5 | 55.9 | 20.7 | 36.1 | 33.6 | |
| HSNetVenue=ICCV'21, Training-free=true, Using SAM=false, Pre-training dataset=PASCAL-5^22023.05 | 21.2 | 53 | 20.2 | 35.1 | 32.4 | |
| PainterVenue=CVPR'23, Training-free=false, Using SAM=false2023.05 | 20.2 | 49.5 | 17.6 | 34.4 | 30.4 | |
| PerSAMVenue=arXiv'23, Training-free=true, Using SAM=true2023.05 | 19.9 | 51.8 | 18.6 | 32 | 30.1 |