Image Clustering On Extended Yale B
评估指标
Accuracy
NMI
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Accuracy | NMI | Paper Title | Repository |
|---|---|---|---|---|
| DSC-2 | 0.973 | 0.970 | Deep Subspace Clustering Networks | |
| AGDL | - | 0.91 | Graph Degree Linkage: Agglomerative Clustering on a Directed Graph | |
| DMSC | 0.992 | 0.988 | Deep Multimodal Subspace Clustering Networks | |
| SSC-OMP | 0.776 | - | Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit | |
| J-DSSC | 0.924 | 0.952 | Doubly Stochastic Subspace Clustering | |
| A-DSSC | 0.917 | 0.947 | Doubly Stochastic Subspace Clustering | |
| GDL-U | - | 0.91 | Graph Degree Linkage: Agglomerative Clustering on a Directed Graph | |
| DSCN | 0.984 | - | Self-Supervised Convolutional Subspace Clustering Network | - |
| SSC | 0.706 | - | Sparse Subspace Clustering: Algorithm, Theory, and Applications |
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