Metric: Mean IoU (higher is better)
| # | Model↕ | Mean IoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HRDA + PiPa | 68.2 | No | PiPa: Pixel- and Patch-wise Self-supervised Lear... | 2022-11-14 | Code |
| 2 | MIC | 67.3 | No | MIC: Masked Image Consistency for Context-Enhanc... | 2022-12-02 | Code |
| 3 | HRDA | 65.8 | No | HRDA: Context-Aware High-Resolution Domain-Adapt... | 2022-04-27 | Code |
| 4 | SePiCo | 64.3 | No | SePiCo: Semantic-Guided Pixel Contrast for Domai... | 2022-04-19 | Code |
| 5 | DAFormer + ProCST | 61.6 | Yes | ProCST: Boosting Semantic Segmentation Using Pro... | 2022-04-25 | Code |
| 6 | DAFormer | 60.9 | No | DAFormer: Improving Network Architectures and Tr... | 2021-11-29 | Code |
| 7 | TransDA-B | 59.3 | No | Smoothing Matters: Momentum Transformer for Doma... | 2022-03-15 | Code |