Generalized Few-Shot Semantic Segmentation on COCO 20i
53.5Base mIoUSyn4Seg
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Syn4SegShots=1-shot, Backbone=ResNet-502026.03 | 53.5 | 21.32 | 37.41 | 30.49 | |
| Syn4SegShots=5-shot, Backbone=ResNet-502026.03 | 53.24 | 35.8 | 44.52 | 42.33 | |
| VPShots=5-shot, Backbone=ResNet-502026.03 | 51.59 | 30.06 | 40.83 | 37.99 | |
| VPShots=1-shot, Backbone=ResNet-502026.03 | 51.55 | 18 | 34.78 | 26.68 | |
| BCMShots=5-shot, Backbone=ResNet-502026.03 | 49.88 | 30.6 | 40.24 | 37.93 | |
| BAMShots=5-shot, Backbone=ResNet-502026.03 | 49.85 | 16.63 | 33.24 | 24.94 | |
| BAMShots=1-shot, Backbone=ResNet-502026.03 | 49.84 | 14.16 | 32 | 22.05 | |
| BCMShots=1-shot, Backbone=ResNet-502026.03 | 49.43 | 18.28 | 33.85 | 26.69 | |
| CAPLShots=5-shot, Backbone=ResNet-502026.03 | 43.71 | 11 | 27.36 | 17.58 | |
| CAPLShots=1-shot, Backbone=ResNet-502026.03 | 43.21 | 7.21 | 25.21 | 12.36 | |
| DIaMShots=1-shot, Backbone=ResNet-502026.03 | 42.69 | 15.32 | 29 | 22.55 | |
| AlignDiffShots=5-shot, Backbone=ResNet-502026.03 | 41.84 | 27.92 | 34.88 | 33.49 | |
| AlignDiffShots=1-shot, Backbone=ResNet-502026.03 | 41.72 | 22.44 | 32.08 | 29.18 | |
| DIaMShots=5-shot, Backbone=ResNet-502026.03 | 38.47 | 20.87 | 29.67 | 27.06 | |
| POPShots=1-shot, Backbone=ResNet-502026.03 | 30.38 | 9.63 | 20 | 14.62 | |
| POPShots=5-shot, Backbone=ResNet-502026.03 | 24.53 | 16.19 | 20.36 | 19.51 |