Semantic Segmentation on ADE20K 50-50 overlapped (val)
51.1mIoU (Classes 1-50)Joint
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| JointContinual Learning Scenario=50-50, Steps=3 steps2022.03 | 51.1 | 38.3 | 28.2 | 38.9 | |
| PLOPContinual Learning Scenario=50-50, Steps=3 steps2022.03 | 48.6 | 30 | 13.1 | 30.4 | |
| RCIL (Ours)Continual Learning Scenario=50-50, Steps=3 steps2022.03 | 48.3 | 31.3 | 18.7 | 32.5 | |
| MiBContinual Learning Scenario=50-50, Steps=3 steps2022.03 | 45.3 | 26.1 | 17.1 | 29.3 | |
| ILTContinual Learning Scenario=50-50, Steps=3 steps2022.03 | 13.6 | 12.3 | 0 | 9.7 |