Semantic Segmentation on ADE20K 100-50 overlapped (val)
44.3mIoU (Classes 1-100)Joint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| JointContinual Learning Scenario=100-50, Steps=2 steps2022.03 | 44.3 | 28.2 | 38.9 | |
| RCIL (Ours)Continual Learning Scenario=100-50, Steps=2 steps2022.03 | 42.3 | 18.8 | 34.5 | |
| PLOPContinual Learning Scenario=100-50, Steps=2 steps2022.03 | 41.9 | 14.9 | 32.9 | |
| MiBContinual Learning Scenario=100-50, Steps=2 steps2022.03 | 40.7 | 17.7 | 32.8 | |
| ILTContinual Learning Scenario=100-50, Steps=2 steps2022.03 | 18.3 | 14.8 | 17 |