Incremental Semantic Segmentation on Pascal VOC 10-2
79.1mIoU (1-10)Joint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| JointSupervision (Sup)=Pixel-level (P), Backbone=ViT2026.06 | 79.1 | 77.3 | 78.2 | |
| JointSupervision (Sup)=Pixel-level (P), Backbone=ResNet2026.06 | 78.4 | 76.4 | 77.4 | |
| BARMSupervision (Sup)=Pixel-level (P), Backbone=ResNet2026.06 | 75.1 | 59.7 | 67.8 | |
| STARSupervision (Sup)=Pixel-level (P), Backbone=ResNet2026.06 | 72.3 | 58.2 | 65.6 | |
| SASASupervision (Sup)=Image-level (I), Backbone=ViT2026.06 | 61.1 | 38.5 | 51.5 | |
| DKDSupervision (Sup)=Pixel-level (P), Backbone=ResNet2026.06 | 58.7 | 45.8 | 52.6 | |
| ALIFESupervision (Sup)=Pixel-level (P), Backbone=ResNet2026.06 | 54.8 | 40.7 | 48.1 | |
| WILSONSupervision (Sup)=Image-level (I), Backbone=ViT2026.06 | 52.6 | 36.1 | 46.2 | |
| TeddySupervision (Sup)=Image-level (I), Backbone=ResNet2026.06 | 50.3 | 32 | 43.1 | |
| ToCoSupervision (Sup)=Image-level (I), Backbone=ViT2026.06 | 49.2 | 33.9 | 43.4 | |
| WILSONSupervision (Sup)=Image-level (I), Backbone=ResNet2026.06 | 38.7 | 22.4 | 32.5 |