Continual Semantic Segmentation on Pascal VOC 15-1 scenario, Disjoint 2012 (val)
79.8mIoU (0-15)Joint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| JointEvaluation Step=Last step2022.03 | 79.8 | 72.6 | 78.2 | |
| RCIL (Ours)Evaluation Step=Last step2022.03 | 66.1 | 18.2 | 54.7 | |
| SDREvaluation Step=Last step2022.03 | 59.4 | 14.3 | 48.7 | |
| PLOPEvaluation Step=Last step2022.03 | 57.9 | 13.7 | 46.5 | |
| MiBEvaluation Step=Last step2022.03 | 48.4 | 12.9 | 39.9 | |
| ILTEvaluation Step=Last step2022.03 | 8.6 | 5.7 | 7.9 | |
| LwFEvaluation Step=Last step2022.03 | 5.8 | 3.6 | 5.3 | |
| Fine-tuningEvaluation Step=Last step2022.03 | 4.6 | 1.8 | 3.8 |