Few-Shot Segmentation on MS COCO
50.6mIoUClass-Contrastive Approach for GFSSeg
Evaluation results
| Method | Links | |
|---|---|---|
| Class-Contrastive Approach for GFSSegBackbone=Res-101, Shots=5-Shot2023.03 | 50.6 | |
| CAPLVenue=CVPR-22, Backbone=Res-101, Shots=5-Shot2023.03 | 50.4 | |
| HSNetVenue=ICCV-21, Backbone=Res-101, Shots=5-Shot2023.03 | 49.5 | |
| Class-Contrastive Approach for GFSSegBackbone=Res-50, Shots=5-Shot2023.03 | 48.9 | |
| CAPLVenue=CVPR-22, Backbone=Res-50, Shots=5-Shot2023.03 | 48.3 | |
| HSNetVenue=ICCV-21, Backbone=Res-50, Shots=5-Shot2023.03 | 46.9 | |
| MiningVenue=ICCV-21, Backbone=Res-101, Shots=5-Shot2023.03 | 44.4 | |
| CMNVenue=ICCV-21, Backbone=Res-50, Shots=5-Shot2023.03 | 43.1 | |
| Class-Contrastive Approach for GFSSegBackbone=Res-101, Shots=1-Shot2023.03 | 43 | |
| CAPLVenue=CVPR-22, Backbone=Res-101, Shots=1-Shot2023.03 | 42.8 | |
| SAGNNVenue=CVPR-21, Backbone=Res-101, Shots=5-Shot2023.03 | 42.7 | |
| ASGNetVenue=CVPR-21, Backbone=Res-50, Shots=5-Shot2023.03 | 42.5 | |
| RePriVenue=CVPR-21, Backbone=Res-50, Shots=5-Shot2023.03 | 42.1 | |
| CWTVenue=ICCV-21, Backbone=Res-101, Shots=5-Shot2023.03 | 42 | |
| CWTVenue=ICCV-21, Backbone=Res-50, Shots=5-Shot2023.03 | 41.3 | |
| HSNetVenue=ICCV-21, Backbone=Res-101, Shots=1-Shot2023.03 | 41.2 | |
| MiningVenue=ICCV-21, Backbone=Res-50, Shots=5-Shot2023.03 | 40.6 | |
| Class-Contrastive Approach for GFSSegBackbone=Res-50, Shots=1-Shot2023.03 | 40.3 | |
| CAPLVenue=CVPR-22, Backbone=Res-50, Shots=1-Shot2023.03 | 39.8 | |
| CMNVenue=ICCV-21, Backbone=Res-50, Shots=1-Shot2023.03 | 39.3 | |
| HSNetVenue=ICCV-21, Backbone=Res-50, Shots=1-Shot2023.03 | 39.2 | |
| MMNetVenue=ICCV-21, Backbone=Res-50, Shots=5-Shot2023.03 | 38.2 | |
| PFENetVenue=TPAMI-20, Backbone=Res-50, Shots=5-Shot2023.03 | 37.5 | |
| MMNetVenue=ICCV-21, Backbone=Res-50, Shots=1-Shot2023.03 | 37.5 | |
| PFENetVenue=TPAMI-20, Backbone=Res-101, Shots=5-Shot2023.03 | 37.4 | |
| SAGNNVenue=CVPR-21, Backbone=Res-101, Shots=1-Shot2023.03 | 37.2 | |
| MiningVenue=ICCV-21, Backbone=Res-101, Shots=1-Shot2023.03 | 36.4 | |
| ASGNetVenue=CVPR-21, Backbone=Res-50, Shots=1-Shot2023.03 | 34.5 | |
| RePriVenue=CVPR-21, Backbone=Res-50, Shots=1-Shot2023.03 | 34 | |
| MiningVenue=ICCV-21, Backbone=Res-50, Shots=1-Shot2023.03 | 33.9 | |
| CWTVenue=ICCV-21, Backbone=Res-50, Shots=1-Shot2023.03 | 32.9 | |
| PFENetVenue=TPAMI-20, Backbone=Res-101, Shots=1-Shot2023.03 | 32.4 | |
| CWTVenue=ICCV-21, Backbone=Res-101, Shots=1-Shot2023.03 | 32.4 | |
| PFENetVenue=TPAMI-20, Backbone=Res-50, Shots=1-Shot2023.03 | 32.1 | |
| PANetVenue=ICCV-19, Backbone=Res-50, Shots=5-Shot2023.03 | 29.7 | |
| PANetVenue=ICCV-19, Backbone=Res-50, Shots=1-Shot2023.03 | 20.9 |