Paper | Code | Pixel Accuracy | mIoU | ModelName | ReleaseDate |
---|---|---|---|---|---|
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer | ✓ Link | 69.98 | 34.02 | DatUS (ViT-B/8) + OC | 2024-01-23 |
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel Clustering | ✓ Link | 65.48 | 30.78 | GraPix + AUT | 2024-12-04 |
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer | ✓ Link | 64.67 | 28.48 | DatUS (ViT-B/8) | 2024-01-23 |
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel Clustering | ✓ Link | 64.06 | 28.98 | GraPix | 2024-12-04 |