Class-Incremental Semantic Segmentation on Pascal VOC 15-5 scenario (2 steps 2012)
82.7mIoU (0-15)Joint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Jointtraining_mode=offline2022.11 | 82.7 | 75 | 80.9 | |
| MicroSeg-Mmemory_sampling=true2022.11 | 82 | 59.2 | 76.6 | |
| MicroSegmemory_sampling=false2022.11 | 80.4 | 52.8 | 73.8 | |
| SSUL-Mmemory_sampling=true2022.11 | 78.4 | 53.8 | 73 | |
| SSULmemory_sampling=false2022.11 | 77.8 | 50.1 | 71.2 | |
| MiBmemory_sampling=false2022.11 | 76.4 | 50 | 70.1 | |
| PLOPmemory_sampling=false2022.11 | 75.7 | 51.7 | 70.1 | |
| ILTmemory_sampling=false2022.11 | 67.1 | 39.2 | 60.5 | |
| LwF-MCmemory_sampling=false2022.11 | 58.1 | 35 | 52.3 | |
| SDRmemory_sampling=false2022.11 | 57.4 | 52.6 | 69.9 |