Semantic Segmentation on PASCAL VOC blender 1/2 partition 2012 (val)
81.01mIoUGTA-Seg
Evaluation results
| Method | Links | |
|---|---|---|
| GTA-Seg#Params=127.1M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 81.01 | |
| PCR#Params=64.5M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 80.91 | |
| DDFP2024.03 | 80.9 | |
| Dual Teacher#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 80.62 | |
| U2PL#Params=64.5M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 80.5 | |
| AEL#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 80.29 | |
| U2PLreproduced results on CPS splits=true2024.03 | 79.94 | |
| PS-MT2024.03 | 79.76 | |
| CPS#Params=125.2M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 78.64 | |
| CPS2024.03 | 78.64 | |
| CutMix2024.03 | 78.21 | |
| GCT2024.03 | 77.98 | |
| CCT2024.03 | 77.4 | |
| Supervised-only#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 77.13 | |
| Supervised2024.03 | 77.13 | |
| MT#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 76.58 | |
| MT2024.03 | 76.58 |