Unsupervised Semantic Segmentation On Coco 6
Metrics
Pixel Accuracy
mIoU
Results
Performance results of various models on this benchmark
Model Name | Pixel Accuracy | mIoU | Paper Title | Repository |
|---|---|---|---|---|
| TransFGU (ViT-S/8) | 34.32 | 11.93 | TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation | |
| IIC (ResNet-50) | 15.7 | 2.2 | Invariant Information Clustering for Unsupervised Image Classification and Segmentation | |
| CAUSE-TR (ViT-S/8) | 46.6 | 15.2 | Causal Unsupervised Semantic Segmentation | |
| PiCIE (ResNet-50) | 29.8 | 5.6 | PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering |
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