Metric: Mean IoU (higher is better)
| # | Model↕ | Mean IoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MBS | 79 | No | Mitigating Background Shift in Class-Incremental... | 2024-07-16 | Code |
| 2 | SSUL-M | 69.83 | No | SSUL: Semantic Segmentation with Unknown Label f... | 2021-06-22 | Code |
| 3 | SSUL | 69.1 | No | SSUL: Semantic Segmentation with Unknown Label f... | 2021-06-22 | Code |
| 4 | RCNet-101 | 67.3 | No | Representation Compensation Networks for Continu... | 2022-03-10 | Code |
| 5 | SDR | 67.3 | No | Continual Semantic Segmentation via Repulsion-At... | 2021-03-10 | - |
| 6 | MiB | 65.9 | No | Modeling the Background for Incremental Learning... | 2020-02-03 | Code |
| 7 | PLOP | 64.3 | No | PLOP: Learning without Forgetting for Continual ... | 2020-11-23 | Code |
| 8 | ILT | 58.9 | No | Incremental Learning Techniques for Semantic Seg... | 2019-07-31 | Code |
| 9 | LWF | 54.9 | No | Learning without Forgetting | 2016-06-29 | Code |