Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | VLTSeg | 72.5 | No | Strong but simple: A Baseline for Domain General... | 2023-12-04 | Code |
| 2 | SERNet-Former_v2 | 67.42 | Yes | SERNet-Former: Semantic Segmentation by Efficien... | 2024-01-28 | Code |
| 3 | DSNet-Base | 64.6 | No | DSNet: A Novel Way to Use Atrous Convolutions in... | 2024-06-06 | Code |
| 4 | Deeplabv3+ | 63.6 | No | Encoder-Decoder with Atrous Separable Convolutio... | 2018-02-07 | Code |
| 5 | DANet | 62.8 | No | Dual Attention Network for Scene Segmentation | 2018-09-09 | Code |
| 6 | PSPNet | 62.3 | No | Pyramid Scene Parsing Network | 2016-12-04 | Code |
| 7 | EMANet | 61.4 | No | Expectation-Maximization Attention Networks for ... | 2019-07-31 | Code |
| 8 | OCRNet | 60.1 | No | Segmentation Transformer: Object-Contextual Repr... | 2019-09-24 | Code |
| 9 | NiseNet | 53.52 | No | - | - | Code |
| 10 | APSNet | 53.3 | No | Amodal Panoptic Segmentation | 2022-02-23 | - |
| 11 | MRFP+(Ours) Resnet50 | 39.55 | No | MRFP: Learning Generalizable Semantic Segmentati... | 2023-11-30 | Code |
| 12 | Resnet50 | 31.44 | No | MRFP: Learning Generalizable Semantic Segmentati... | 2023-11-30 | Code |