Semantic Segmentation on Pascal VOC 2012 (Class Grouped mIoU 0-15/16-20)
79.8mIoU (Classes 0-15)Joint
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Jointsetting=upper bound2022.10 | 79.8 | 72.4 | 77.4 | |
| Joint2021.06 | 79.77 | 72.35 | 77.43 | |
| RCILsource=excerpted from [54]2022.10 | 78.8 | 52 | 72.4 | |
| MiB+UCD2022.10 | 78.5 | 50.7 | 71.5 | |
| SSUL-Mexemplar-memory=true2021.06 | 78.4 | 55.8 | 73.02 | |
| SSUL+AWT2022.10 | 78 | 50.2 | 71.4 | |
| SSUL2021.06 | 77.82 | 50.1 | 71.22 | |
| SSUL2022.10 | 77.8 | 50.1 | 71.2 | |
| MiB+AWT2022.10 | 77.3 | 52.9 | 71.5 | |
| MiBimplementation=re-implementation2022.10 | 76.4 | 49.4 | 70 | |
| MiB2021.06 | 76.37 | 49.97 | 70.08 | |
| SDRsource=excerpted from [54]2022.10 | 76.3 | 50.2 | 70.1 | |
| PLOP2021.06 | 75.73 | 51.71 | 70.09 | |
| PLOP2022.10 | 75.7 | 51.7 | 70.1 | |
| MiB2022.10 | 75.5 | 49.4 | 69 | |
| ILTsource=excerpted from [54]2022.10 | 67.8 | 40.6 | 61.3 | |
| ILT2021.06 | 67.08 | 39.23 | 60.45 | |
| LwF-MC2021.06 | 58.1 | 35 | 52.3 | |
| EWC2021.06 | 24.3 | 35.5 | 27.1 |