Class-Incremental Semantic Segmentation on Pascal VOC 2-2 scenario, 10 steps 2012
76.5mIoU (classes 0-2)Joint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Jointtraining_mode=offline2022.11 | 76.5 | 81.6 | 80.9 | |
| SSULmemory_sampling=false2022.11 | 62.4 | 42.5 | 45.3 | |
| MicroSegmemory_sampling=false2022.11 | 61.4 | 40.6 | 43.5 | |
| MicroSeg-Mmemory_sampling=true2022.11 | 60 | 50.9 | 52.2 | |
| SSUL-Mmemory_sampling=true2022.11 | 58.8 | 45.8 | 47.6 | |
| MiBmemory_sampling=false2022.11 | 41.1 | 23.4 | 25.9 | |
| PLOPmemory_sampling=false2022.11 | 24.1 | 11.9 | 13.7 | |
| SDRmemory_sampling=false2022.11 | 13 | 5.1 | 6.2 | |
| LwF-MCmemory_sampling=false2022.11 | 5.8 | 4.5 | 5.1 | |
| ILTmemory_sampling=false2022.11 | 5.8 | 3.5 | 4.7 |