Generalized Few-shot Segmentation on COCO 20 1-shot i
54.71Base mIoUPOP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| POPLearning=Transductive, Backbone=ResNet-502024.04 | 54.71 | 15.31 | 35.01 | |
| Ours (w/ trans.)Learning=Transductive, Backbone=ResNet-502024.04 | 53.8 | 18.3 | 36.05 | |
| Ours (w/o trans.)Learning=Inductive, Backbone=ResNet-502024.04 | 51.55 | 18 | 34.78 | |
| BAMLearning=Inductive, Backbone=ResNet-502024.04 | 49.84 | 14.16 | 32 | |
| DIaMLearning=Transductive, Backbone=ResNet-502024.04 | 48.28 | 17.22 | 32.75 | |
| CAPLLearning=Inductive, Backbone=ResNet-502024.04 | 43.21 | 7.21 | 25.21 | |
| DIaM (w/o trans.)Learning=Inductive, Backbone=ResNet-502024.04 | 42.69 | 15.32 | 29 | |
| POPLearning=Inductive, Backbone=ResNet-502024.04 | 30.38 | 9.63 | 20 | |
| RePRILearning=Transductive, Backbone=ResNet-502024.04 | 5.62 | 4.74 | 5.18 |