Semantic Segmentation on COCO 20^2 (val)
41.2mIoUHSNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HSNetBackbone=ResNet, Setting=1-shot2023.04 | 41.2 | 37.2 | 44.1 | 42.4 | 41.3 | 69.1 | |
| PFENetBackbone=ResNet, Setting=1-shot2023.04 | 38.5 | 36.8 | 41.8 | 38.7 | 36.7 | 63 | |
| SAZSBackbone=ViT-L, Setting=zero-shot2023.04 | 35.3 | 33.8 | 38.1 | 34.4 | 35 | 59.9 | |
| SAZSBackbone=DRN, Setting=zero-shot2023.04 | 35.2 | 34.2 | 36.5 | 34.6 | 35.6 | 58.4 | |
| LSegBackbone=ViT-L, Setting=zero-shot2023.04 | 27.2 | 28.1 | 27.5 | 30 | 23.2 | 58.2 | |
| DANBackbone=ResNet, Setting=1-shot2023.04 | 24.4 | — | — | — | — | 62.3 | |
| LSegBackbone=ResNet, Setting=zero-shot2023.04 | 23.4 | 22.1 | 25.1 | 24.9 | 21.6 | 57.9 | |
| FWBBackbone=ResNet, Setting=1-shot2023.04 | 21.2 | 17 | 18 | 21 | 28.9 | — | |
| ZS3NetBackbone=ResNet, Setting=zero-shot2023.04 | 21.1 | 18.8 | 20.1 | 24.8 | 20.5 | 55.1 |