Weakly-supervised semantic segmentation on MS COCO 2014 (val)
41.5mIoUURN
Evaluation Results
| Method | Links | |
|---|---|---|
| URNBackbone=Res2Net-101, Supervision=I2021.12 | 41.5 | |
| URNBackbone=ScaleNet-101, Supervision=I2021.12 | 40.8 | |
| URNBackbone=ResNet-101, Supervision=I2021.12 | 40.7 | |
| URNBackbone=ResNet-38, Supervision=I2021.12 | 40.5 | |
| PMMBackbone=ScaleNet-101, Supervision=I2021.12 | 40.2 | |
| PMMBackbone=ScaleNet101, RW=false2021.08 | 40.2 | |
| PMMExtra Info=None, Backbone=ScaleNet2021.08 | 40.2 | |
| PMMBackbone=ResNet-38, Supervision=I2021.12 | 36.7 | |
| PMMBackbone=ResNet38, RW=false2021.08 | 36.7 | |
| PMMExtra Info=None, Backbone=ResNet2021.08 | 36.7 | |
| PMMBackbone=Res2Net-101, Supervision=I2021.12 | 35.7 | |
| PMMBackbone=Res2Net101, RW=false2021.08 | 35.7 | |
| PMMExtra Info=None, Backbone=Res2Net2021.08 | 35.7 | |
| SGANBackbone=ResNet-101, Supervision=I+S2021.12 | 33.6 | |
| SGANExtra Info=External saliency models (S), Backbone=ResNet2021.08 | 33.6 | |
| CONTABackbone=ResNet-38, Supervision=I2021.12 | 32.8 | |
| CONTABackbone=ResNet38, RW=true2021.08 | 32.8 | |
| SEAMBackbone=ResNet-38, Supervision=I2021.12 | 31.7 | |
| SEAMBackbone=ResNet38, RW=true, variant=baseline2021.08 | 31.7 | |
| Li et al.Backbone=ResNet-101, Supervision=I+S2021.12 | 28.4 | |
| Li et al.Extra Info=External saliency models (S), Backbone=VGG2021.08 | 28.4 | |
| DSRGBackbone=ResNet-101, Supervision=Z+ESnE+MSRA-B2021.12 | 26 | |
| DSRGExtra Info=MSRA-B, Backbone=VGG2021.08 | 26 | |
| SECBackbone=VGG16, Supervision=I2021.12 | 22.4 | |
| SECBackbone=VGG16, RW=false2021.08 | 22.4 | |
| BFBPBackbone=VGG16, Supervision=I2021.12 | 20.4 | |
| BFBPBackbone=VGG16, RW=false2021.08 | 20.4 |