Semantic Segmentation on ADE20K 100-10 setting 150 classes (val)
44.3mIoU (1-100)Joint
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| JointSteps=6 steps2022.10 | 44.3 | 26.1 | 42.8 | 26.7 | 28.1 | 17.3 | 38.9 | |
| PLOP+UCDSteps=6 steps2022.10 | 40.8 | — | — | — | — | — | 32.3 | |
| PLOPSteps=6 steps2022.10 | 40.6 | 15.2 | 16.9 | 18.7 | 11.9 | 7.9 | 31.6 | |
| RCILSteps=6 steps, Source=excerpted from [54]2022.10 | 39.3 | 14.6 | 26.3 | 23.2 | 12.1 | 11.8 | 32.1 | |
| MiB+AWTSteps=6 steps2022.10 | 39.1 | 14.3 | 31.9 | 24.4 | 20.6 | 15.2 | 33.2 | |
| MiBSteps=6 steps, Source=re-implementation2022.10 | 38.9 | 10.3 | 13.8 | 12.3 | 5.1 | 13 | 29.6 | |
| MiBSteps=6 steps, Source=excerpted from [54]2022.10 | 38.3 | 12.6 | 10.6 | 8.7 | 9.5 | 15.1 | 29.2 | |
| SSULSteps=6 steps, Source=re-implementation2022.10 | 36.5 | 16.5 | 29 | 21.7 | 16.4 | 13.5 | 30.8 | |
| ILTSteps=6 steps, Source=excerpted from [54]2022.10 | 0.1 | 0 | 0.1 | 0.9 | 4.1 | 9.3 | 1.1 |