Paper | Code | mIoU | ModelName | ReleaseDate |
---|---|---|---|---|
Mitigating Background Shift in Class-Incremental Semantic Segmentation | ✓ Link | 45.4 | MBS | 2024-07-16 |
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation | ✓ Link | 33.5 | MiB+AWT | 2022-10-13 |
Representation Compensation Networks for Continual Semantic Segmentation | ✓ Link | 32.5 | RCNet-101 | 2022-03-10 |
PLOP: Learning without Forgetting for Continual Semantic Segmentation | ✓ Link | 30.4 | PLOP | 2020-11-23 |
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning | ✓ Link | 29.77 | SSUL-M | 2021-06-22 |
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning | ✓ Link | 29.56 | SSUL | 2021-06-22 |
PLOP: Learning without Forgetting for Continual Semantic Segmentation | ✓ Link | 29.31 | MiB | 2020-11-23 |