Paper | Code | mIoU | ModelName | ReleaseDate |
---|---|---|---|---|
Mitigating Background Shift in Class-Incremental Semantic Segmentation | ✓ Link | 42.8 | MBS | 2024-07-16 |
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning | ✓ Link | 34.56 | SSUL-M | 2021-06-22 |
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning | ✓ Link | 32.48 | SSUL | 2021-06-22 |
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation | ✓ Link | 31.1 | MiB+AWT | 2022-10-13 |
Representation Compensation Networks for Continual Semantic Segmentation | ✓ Link | 29.6 | RCNet-101 | 2022-03-10 |
PLOP: Learning without Forgetting for Continual Semantic Segmentation | ✓ Link | 28.75 | PLOP | 2020-11-23 |
PLOP: Learning without Forgetting for Continual Semantic Segmentation | ✓ Link | 25.96 | MiB | 2020-11-23 |
Incremental Learning Techniques for Semantic Segmentation | ✓ Link | 0.5 | ILT | 2019-07-31 |