Class-Incremental Semantic Segmentation on Pascal VOC 19-1 scenario, 2 steps 2012
81mIoU (Classes 0-19)Joint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Jointtraining_mode=offline2022.11 | 81 | 79.1 | 80.9 | |
| MicroSeg-Mmemory_sampling=true2022.11 | 79.3 | 62.9 | 78.5 | |
| MicroSegmemory_sampling=false2022.11 | 78.8 | 14 | 75.7 | |
| SSUL-Mmemory_sampling=true2022.11 | 77.8 | 49.8 | 76.5 | |
| SSULmemory_sampling=false2022.11 | 77.7 | 29.7 | 75.4 | |
| PLOPmemory_sampling=false2022.11 | 75.4 | 37.4 | 73.5 | |
| MiBmemory_sampling=false2022.11 | 71.4 | 23.6 | 69.2 | |
| SDRmemory_sampling=false2022.11 | 69.1 | 32.6 | 67.4 | |
| ILTmemory_sampling=false2022.11 | 67.8 | 10.9 | 65.1 | |
| LwF-MCmemory_sampling=false2022.11 | 64.4 | 13.3 | 61.9 |