Continual Semantic Segmentation on Pascal VOC 10-1 scenario, Disjoint 2012 (val)
79.8mIoU (Classes 0-10)Joint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| JointEvaluation Step=Last step2022.03 | 79.8 | 72.6 | 78.2 | |
| RCIL (Ours)Evaluation Step=Last step2022.03 | 30.6 | 4.7 | 18.2 | |
| SDREvaluation Step=Last step2022.03 | 17.3 | 11 | 14.3 | |
| PLOPEvaluation Step=Last step2022.03 | 9.7 | 7 | 8.4 | |
| MiBEvaluation Step=Last step2022.03 | 9.5 | 4.1 | 6.9 | |
| ILTEvaluation Step=Last step2022.03 | 7.5 | 3.2 | 5.4 | |
| LwFEvaluation Step=Last step2022.03 | 7.2 | 1.2 | 4.3 | |
| Fine-tuningEvaluation Step=Last step2022.03 | 6.3 | 1.1 | 3.8 |