| Paper | Code | mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|
| Textual Query-Driven Mask Transformer for Domain Generalized Segmentation | ✓ Link | 68.88 | tqdm (EVA02-CLIP-L) | 2024-07-12 |
| Domain Generalization through Attenuation of Domain-Specific Information | ✓ Link | 67.75 | ADSI | 2025-04-09 |
| Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation | ✓ Link | 66.4 | Rein | 2023-12-07 |
| Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer Learning | ✓ Link | 65.6 | VLTSeg (EVA02-CLIP-L) | 2023-12-04 |
| Diffusion Features to Bridge Domain Gap for Semantic Segmentation | ✓ Link | 58.01 | DIFF | 2024-06-02 |
| Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation | ✓ Link | 55.31 | CMFormer | 2023-07-01 |
| Semantic Self-adaptation: Enhancing Generalization with a Single Sample | ✓ Link | 46.99 | Self-adaptation (ResNet - 101) | 2022-08-10 |
| Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation | ✓ Link | 43.5 | GtA-SFDA Source-Only (DeepLabv2-ResNet101) | 2021-08-25 |