Continual Semantic Segmentation on Pascal VOC 10-1 scenario Overlapped 2012 (val)
79.8mIoU (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 | 55.4 | 15.1 | 34.3 | |
| PLOPEvaluation Step=Last step2022.03 | 44 | 15.5 | 30.5 | |
| SDREvaluation Step=Last step2022.03 | 32.4 | 17.1 | 25.1 | |
| MiBEvaluation Step=Last step2022.03 | 20 | 20.1 | 20.1 | |
| LwFEvaluation Step=Last step2022.03 | 8 | 2 | 4.8 | |
| ILTEvaluation Step=Last step2022.03 | 7.2 | 3.7 | 5.5 | |
| Fine-tuningEvaluation Step=Last step2022.03 | 6.4 | 1.2 | 3.9 |