Semantic Segmentation on Cityscapes (val) (Partitioned mIoU)
78.4mIoU (1/8 partition)Dual Teacher
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Dual Teacher#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+2023.10 | 78.4 | 76.81 | 79.46 | 80.52 | |
| AEL#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+2023.10 | 77.9 | 75.83 | 79.01 | 80.28 | |
| UniMatch#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+2023.10 | 77.9 | 76.6 | 79.2 | 79.5 | |
| CPS#Params=125.2M, Backbone=ResNet-101, Architecture=DeepLabv3+2023.10 | 77.62 | 74.72 | 79.21 | 80.21 | |
| PS-MT#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+2023.10 | 76.9 | — | 77.6 | 79.09 | |
| U2PL#Params=64.5M, Backbone=ResNet-101, Architecture=DeepLabv3+2023.10 | 76.48 | 74.9 | 78.51 | 79.12 | |
| PCR#Params=64.5M, Backbone=ResNet-101, Architecture=DeepLabv3+2023.10 | 76.31 | 73.41 | 78.4 | 79.11 | |
| Supervised-only#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+2023.10 | 72.53 | 65.74 | 74.43 | 77.83 |