Semantic Segmentation on Pascal-VOC 2012 (Overlap)
5,464mIoU (Overall)PLOP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PLOPImplementation Source=This paper2020.11 | 5,464 | — | — | 67.21 | 6,512 | 2,111 | |
| MiBImplementation Source=Cermelli et al. [8]2020.11 | 2,970 | — | — | — | 3,510 | 1,350 | |
| MiBImplementation Source=This paper2020.11 | 2,929 | — | — | 54.19 | 3,422 | 1,350 | |
| ILTImplementation Source=This paper2020.11 | 856 | — | — | 40.16 | 875 | 799 | |
| LwF-MCImplementation Source=Cermelli et al. [8]2020.11 | 690 | — | — | — | 640 | 840 | |
| ILTImplementation Source=Cermelli et al. [8]2020.11 | 570 | — | — | — | 490 | 780 | |
| LwFImplementation Source=Cermelli et al. [8]2020.11 | 180 | — | — | — | 100 | 390 | |
| EWCImplementation Source=Cermelli et al. [8]2020.11 | 130 | — | — | — | 30 | 430 | |
| RWImplementation Source=Cermelli et al. [8]2020.11 | 130 | — | — | — | 0 | 520 | |
| PLOPImplementation Source=This paper2020.11 | 73.54 | 75.35 | 37.35 | 75.47 | — | — | |
| MiBImplementation Source=This paper2020.11 | 69.15 | 71.43 | 23.59 | 73.28 | — | — | |
| MiBImplementation Source=Cermelli et al. [8]2020.11 | 67.8 | 70.2 | 22.1 | — | — | — | |
| ILTImplementation Source=This paper2020.11 | 65.05 | 67.75 | 10.88 | 71.23 | — | — | |
| ILTImplementation Source=Cermelli et al. [8]2020.11 | 64.4 | 67.1 | 12.3 | — | — | — | |
| LwF-MCImplementation Source=Cermelli et al. [8]2020.11 | 61.9 | 64.4 | 13.3 | — | — | — | |
| Fine TuningImplementation Source=Cermelli et al. [8]2020.11 | 60 | — | — | — | 20 | 180 | |
| PIImplementation Source=Cermelli et al. [8]2020.11 | 50 | — | — | — | 0 | 180 | |
| LwFImplementation Source=Cermelli et al. [8]2020.11 | 49.1 | 51.2 | 8.5 | — | — | — | |
| EWCImplementation Source=Cermelli et al. [8]2020.11 | 26.3 | 26.9 | 14 | — | — | — | |
| RWImplementation Source=Cermelli et al. [8]2020.11 | 22.9 | 23.3 | 14.2 | — | — | — | |
| PIImplementation Source=Cermelli et al. [8]2020.11 | 7.8 | 7.5 | 14 | — | — | — | |
| Fine TuningImplementation Source=Cermelli et al. [8]2020.11 | 7.1 | 6.8 | 12.9 | — | — | — |