Semantic Segmentation on LVIS 92^i (test)
40mIoUMatcher
Evaluation Results
| Method | Links | |
|---|---|---|
| Matchershot=few-shot, category=generalist model, venue=this work, in-domain training=false2023.05 | 40 | |
| Matchershot=1-shot, category=generalist model, venue=this work, in-domain training=false2023.05 | 33 | |
| SegGPTshot=few-shot, category=generalist model, venue=ICCV'23, in-domain training=false2023.05 | 25.4 | |
| HSNetshot=few-shot, category=specialist model, venue=ICCV'21, in-domain training=true2023.05 | 22.9 | |
| VATshot=few-shot, category=specialist model, venue=ECCV'22, in-domain training=true2023.05 | 22.7 | |
| SegGPTshot=1-shot, category=generalist model, venue=ICCV'23, in-domain training=false2023.05 | 18.6 | |
| VATshot=1-shot, category=specialist model, venue=ECCV'22, in-domain training=true2023.05 | 18.5 | |
| HSNetshot=1-shot, category=specialist model, venue=ICCV'21, in-domain training=true2023.05 | 17.4 | |
| PerSAM-Fshot=1-shot, category=generalist model, venue=arXiv'23, in-domain training=false, training-free=true2023.05 | 12.3 | |
| PerSAMshot=1-shot, category=generalist model, venue=arXiv'23, in-domain training=false, using SAM=true2023.05 | 11.5 | |
| Paintershot=few-shot, category=generalist model, venue=CVPR'23, in-domain training=false2023.05 | 10.9 | |
| Paintershot=1-shot, category=generalist model, venue=CVPR'23, in-domain training=false2023.05 | 10.5 |