Few-shot Segmentation on FSS-1000 (val)
91.7mIoUDACM
Evaluation results
| Method | Links | |
|---|---|---|
| DACMshot=5-shot, model_type=Specialist Models2023.12 | 91.7 | |
| VATshot=5-shot, model_type=Specialist Models2023.12 | 90.8 | |
| DACMshot=1-shot, model_type=Specialist Models2023.12 | 90.8 | |
| VATshot=1-shot, model_type=Specialist Models2023.12 | 90.3 | |
| UniRef++-Lshot=5-shot, backbone=Swin Transformer-Large, model_type=Generalist Models2023.12 | 89.9 | |
| SegGPTshot=5-shot, model_type=Generalist Models2023.12 | 89.3 | |
| SSPshot=5-shot, model_type=Specialist Models2023.12 | 88.6 | |
| HSNetshot=5-shot, model_type=Specialist Models2023.12 | 88.5 | |
| DANshot=5-shot, model_type=Specialist Models2023.12 | 88.1 | |
| SSPshot=1-shot, model_type=Specialist Models2023.12 | 87.3 | |
| HSNetshot=1-shot, model_type=Specialist Models2023.12 | 86.5 | |
| SegGPTshot=1-shot, model_type=Generalist Models2023.12 | 85.6 | |
| UniRef++-R50shot=5-shot, backbone=ResNet-50, model_type=Generalist Models2023.12 | 85.5 | |
| UniRef++-Lshot=1-shot, backbone=Swin Transformer-Large, model_type=Generalist Models2023.12 | 85.4 | |
| DANshot=1-shot, model_type=Specialist Models2023.12 | 85.2 | |
| UniRef++-R50shot=1-shot, backbone=ResNet-50, model_type=Generalist Models2023.12 | 79.1 | |
| Paintershot=5-shot, model_type=Generalist Models2023.12 | 62.3 | |
| Paintershot=1-shot, model_type=Generalist Models2023.12 | 61.7 |