Metric: Mean IoU (test) (higher is better)
| # | Model↕ | Mean IoU (test) ▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MBS | 44.5 | No | Mitigating Background Shift in Class-Incremental... | 2024-07-16 | Code |
| 2 | SATS-M | 35.45 | No | SATS: Self-Attention Transfer for Continual Sema... | 2022-03-15 | Code |
| 3 | MiB+AWT | 33.2 | No | Attribution-aware Weight Transfer: A Warm-Start ... | 2022-10-13 | Code |
| 4 | RCNet-101 | 32.1 | No | Representation Compensation Networks for Continu... | 2022-03-10 | Code |
| 5 | PLOP | 31.59 | No | PLOP: Learning without Forgetting for Continual ... | 2020-11-23 | Code |
| 6 | MiB | 29.24 | No | PLOP: Learning without Forgetting for Continual ... | 2020-11-23 | Code |