Few-shot Image Segmentation on Pascal-5^i
0.752FB-IoUASGNet
Evaluation Results
| Method | Links | |
|---|---|---|
| ASGNetShots=5-shot, #Params=10.4M, Backbone=ResNet-1012021.04 | 0.752 | |
| ASGNetShots=5-shot, #Params=10.4M, Backbone=ResNet-502021.04 | 0.742 | |
| PFENetShots=5-shot, #Params=10.8M2021.04 | 0.739 | |
| PFENetShots=1-shot, #Params=10.8M2021.04 | 0.733 | |
| SimPropNetShots=1-shot2021.04 | 0.73 | |
| SimPropNetShots=5-shot2021.04 | 0.729 | |
| DANShots=5-shot, Multi-scale inference=true2021.04 | 0.723 | |
| DANShots=1-shot, Multi-scale inference=true2021.04 | 0.719 | |
| ASGNetShots=1-shot, #Params=10.4M, Backbone=ResNet-1012021.04 | 0.717 | |
| PANetShots=5-shot, #Params=14.7M2021.04 | 0.707 | |
| PGNetShots=5-shot, Multi-scale inference=true2021.04 | 0.705 | |
| PGNetShots=1-shot, Multi-scale inference=true2021.04 | 0.699 | |
| CANetShots=5-shot, #Params=10.5M, Multi-scale inference=true2021.04 | 0.696 | |
| ASGNetShots=1-shot, #Params=10.4M, Backbone=ResNet-502021.04 | 0.692 | |
| PANetShots=1-shot, #Params=14.7M2021.04 | 0.665 | |
| CANetShots=1-shot, #Params=10.5M, Multi-scale inference=true2021.04 | 0.662 | |
| SG-OneShots=5-shot, #Params=19.0M2021.04 | 0.659 | |
| AMPShots=5-shot, #Params=14.9M2021.04 | 0.638 | |
| SG-OneShots=1-shot, #Params=19.0M2021.04 | 0.631 | |
| AMPShots=1-shot, #Params=14.9M2021.04 | 0.622 | |
| OSLSMShots=5-shot, #Params=272.6M2021.04 | 0.615 | |
| OSLSMShots=1-shot, #Params=272.6M2021.04 | 0.613 | |
| co-FCNShots=5-shot, #Params=34.2M2021.04 | 0.602 | |
| co-FCNShots=1-shot, #Params=34.2M2021.04 | 0.601 |