Semantic Segmentation on PASCAL VOC 2012 val
Metric: Linear Classifier [mIoU] (higher is better)
Metric: Linear Classifier [mIoU] (higher is better)
| # | Model↕ | Linear Classifier [mIoU]▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HCL (ViT-S/8) | 75.7 | Yes | - | - | Code |
| 2 | HCL (ViT-S/16) | 72.6 | Yes | - | - | Code |
| 3 | Leopart (ViT-S/16) | 69.3 | Yes | Self-Supervised Learning of Object Parts for Sem... | 2022-04-27 | Code |
| 4 | MaskContrast (Saliency) | 63.9 | Yes | Unsupervised Semantic Segmentation by Contrastin... | 2021-02-11 | Code |
| 5 | MaskDistill+CRF | 62.8 | Yes | Discovering Object Masks with Transformers for U... | 2022-06-13 | Code |
| 6 | MaskDistill | 58.7 | Yes | Discovering Object Masks with Transformers for U... | 2022-06-13 | Code |
| 7 | MaskContrast | 58.4 | Yes | Unsupervised Semantic Segmentation by Contrastin... | 2021-02-11 | Code |