Semantic Segmentation on ADE20K 50-50 scenario
51.1mIoU (Classes 1-50)Joint
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Joint2020.02 | 51.1 | 38.3 | 28.2 | 38.9 | |
| JointSteps=3 steps2022.10 | 51.1 | 38.3 | 28.2 | 38.9 | |
| PLOPSteps=3 steps2022.10 | 48.6 | 30 | 13.1 | 30.4 | |
| RCILSteps=3 steps, Source=excerpted from [54]2022.10 | 48.3 | 31.3 | 18.7 | 32.5 | |
| PLOP+UCDSteps=3 steps2022.10 | 47.1 | — | — | 31.8 | |
| MiB+AWTSteps=3 steps2022.10 | 46.6 | 30.1 | 23.6 | 33.5 | |
| MiBSteps=3 steps, Source=re-implementation2022.10 | 46.1 | 27.1 | 21.8 | 31.8 | |
| MiBSteps=3 steps, Source=excerpted from [54]2022.10 | 45.3 | — | 17.1 | 29.3 | |
| SSULSteps=3 steps, Source=re-implementation2022.10 | 44.1 | 23 | 18.6 | 28.7 | |
| MiB2020.02 | 35.5 | 22.2 | 23.6 | 27 | |
| LwF-MC2020.02 | 27.8 | 7 | 10.4 | 15.1 | |
| ILTSteps=3 steps, Source=excerpted from [54]2022.10 | 13.6 | 12.3 | 0 | 9.7 | |
| ILT2020.02 | 8.4 | 9.7 | 14.3 | 10.8 | |
| LwF2020.02 | 5.7 | 12.9 | 22.8 | 13.9 | |
| FT2020.02 | 0 | 0 | 22 | 7.3 |