Metric: Pixel Accuracy (higher is better)
| # | Model↕ | Pixel Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | gSwin-S | 83.43 | No | gSwin: Gated MLP Vision Model with Hierarchical ... | 2022-08-24 | - |
| 2 | Seg-B/8 (MS, ViT-B) | 83.37 | No | Segmenter: Transformer for Semantic Segmentation | 2021-05-12 | Code |
| 3 | DPT-Hybrid | 83.11 | No | Vision Transformers for Dense Prediction | 2021-03-24 | Code |
| 4 | gSwin-T | 82.6 | No | gSwin: Gated MLP Vision Model with Hierarchical ... | 2022-08-24 | - |
| 5 | PyConvSegNet-152 | 82.49 | No | Pyramidal Convolution: Rethinking Convolutional ... | 2020-06-20 | Code |
| 6 | gSwin-VT | 81.79 | No | gSwin: Gated MLP Vision Model with Hierarchical ... | 2022-08-24 | - |
| 7 | Auto-DeepLab-L | 81.72 | No | Auto-DeepLab: Hierarchical Neural Architecture S... | 2019-01-10 | Code |