Unsupervised Semantic Segmentation On 6
Metrics
mIoU (test)
mIoU (val)
Results
Performance results of various models on this benchmark
Model Name | mIoU (test) | mIoU (val) | Paper Title | Repository |
|---|---|---|---|---|
| MaskContrast (+Saliency map) | 24.2 | 24.6 | Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals | |
| PASS | 32.0 | 32.4 | Large-scale Unsupervised Semantic Segmentation | |
| MDC (Supervised pretrain) | 14.3 | 14.6 | Deep Clustering for Unsupervised Learning of Visual Features | |
| PiCIE (Supervised pretrain) | 17.6 | 17.8 | PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering | |
| PASS (+Saliency map) | 42.3 | 43.3 | Large-scale Unsupervised Semantic Segmentation |
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