Semantic Segmentation (Point-supervised) on PASCAL VOC 2012 (val)
75.3mIoUSeSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SeSAMDeepLab architecture=V3+, Backbone=ResNet-1012026.04 | 75.3 | 94.7 | |
| AGMMDeepLab architecture=V3+, Backbone=ResNet-1012026.04 | 69.6 | 87.5 | |
| AGMM*DeepLab architecture=V3+, Backbone=ResNet-101, implementation=re-implementation2026.04 | 68.7 | 86.4 | |
| FixmatchDeepLab architecture=V3+, Backbone=ResNet-1012026.04 | 68.4 | 86 | |
| A2GNNDeepLab architecture=V2, Backbone=ResNet-1012026.04 | 66.8 | 85.9 | |
| DBFNetDeepLab architecture=V3+, Backbone=ResNet-1012026.04 | 66.8 | 84 | |
| TELDeepLab architecture=V3+, Backbone=ResNet-1012026.04 | 63.3 | 86 | |
| SupervisedDeepLab architecture=V3+, Backbone=ResNet-1012026.04 | 61.6 | 77.4 | |
| SAM baselineDeepLab architecture=V3+, Backbone=ResNet-1012026.04 | 38.4 | 48.3 |