Class-Incremental Semantic Segmentation on Pascal VOC 5-3 scenario 6 steps 2012
81.4mIoU (0-5)Joint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Jointtraining_mode=offline2022.11 | 81.4 | 80.7 | 80.9 | |
| MicroSegmemory_sampling=false2022.11 | 77.6 | 59 | 64.3 | |
| MicroSeg-Mmemory_sampling=true2022.11 | 74.8 | 60.5 | 64.6 | |
| SSULmemory_sampling=false2022.11 | 72.4 | 50.7 | 56.9 | |
| SSUL-Mmemory_sampling=true2022.11 | 71.3 | 53.2 | 58.4 | |
| MiBmemory_sampling=false2022.11 | 57.1 | 42.6 | 46.7 | |
| PLOPmemory_sampling=false2022.11 | 17.5 | 19.2 | 18.7 | |
| SDRmemory_sampling=false2022.11 | 12.1 | 6.5 | 8.1 | |
| ILTmemory_sampling=false2022.11 | 8.6 | 22.5 | 31.7 | |
| LwF-MCmemory_sampling=false2022.11 | 6.4 | 8.4 | 6.9 |