Semantic Segmentation on PASCAL VOC blender 1/8 partition 2012 (val)
81.19mIoUDual Teacher
Evaluation results
| Method | Links | |
|---|---|---|
| Dual Teacher#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 81.19 | |
| PCR#Params=64.5M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 80.71 | |
| GTA-Seg#Params=127.1M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 80.47 | |
| CCVC2024.03 | 79.4 | |
| U2PL#Params=64.5M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 79.01 | |
| DDFP2024.03 | 78.88 | |
| UniMatch2024.03 | 78.4 | |
| PS-MT2024.03 | 78.2 | |
| U2PLreproduced results on CPS splits=true2024.03 | 77.6 | |
| AEL#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 77.57 | |
| AugSeg2024.03 | 77.31 | |
| CPS#Params=125.2M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 76.44 | |
| CPS2024.03 | 76.44 | |
| CutMix2024.03 | 75.51 | |
| CCT2024.03 | 73.68 | |
| GCT2024.03 | 73.29 | |
| Supervised-only#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 71.55 | |
| Supervised2024.03 | 71.55 | |
| MT#Params=62.6M, Backbone=ResNet-101, Architecture=DeepLabv3+, Training Resolution=513x5132023.10 | 71.53 | |
| MT2024.03 | 71.53 |