Semantic Segmentation on Cityscapes (val) (Base vs Distilled mIoU)
79.8mIoU (Base, Cityscapes val)PSP-R101 (Teacher)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PSP-R101 (Teacher)Backbone=PSPNet-R1012026.04 | 79.8 | — | — | |
| BPKDStudent Backbone=PSPNet-R18, Teacher Backbone=PSPNet-R101, Training Iterations=80k2026.04 | 74.2 | 77.6 | 3.4 | |
| Logit KDStudent Backbone=PSPNet-R18, Teacher Backbone=PSPNet-R101, Training Iterations=80k, Mode=Canonical2026.04 | 73.4 | 74.1 | 0.7 | |
| Feature KDStudent Backbone=PSPNet-R18, Teacher Backbone=PSPNet-R101, Training Iterations=80k, Mode=Canonical2026.04 | 73.4 | 77.8 | 4.4 | |
| SKDStudent Backbone=PSPNet-R18, Teacher Backbone=PSPNet-R101, Training Iterations=80k2026.04 | 72.7 | 74.2 | 1.5 | |
| CWDStudent Backbone=PSPNet-R18, Teacher Backbone=PSPNet-R101, Training Iterations=80k2026.04 | 72.7 | 75.9 | 3.2 | |
| MGDStudent Backbone=PSPNet-R18, Teacher Backbone=PSPNet-R101, Training Iterations=80k2026.04 | 72.7 | 75.9 | 3.2 | |
| LADStudent Backbone=PSPNet-R18, Teacher Backbone=PSPNet-R101, Training Iterations=80k2026.04 | 72.7 | 76.9 | 4.2 |