| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| HSI-Pavia 10 classes | Clustering Accuracy78.92 | 78 | 3d ago | ||
| MNIST | A-DSSC | Average Clustering Accuracy (%)99 | 32 | 3d ago | |
| Extended Yale B | SSC-BP | Clustering Accuracy99.45 | 29 | 3d ago | |
| Extended Yale B 10 subjects | S2ConvSCN-l2 | Clustering Error1.09 | 26 | 3d ago | |
| Extended Yale B 10 Subjects | Mean Clustering Error0 | 22 | 3d ago | ||
| Yale-B | DSC-Net-PP | ACC97.1 | 21 | 3d ago | |
| ORL | DSC-Net-PP | NMI91.5 | 19 | 3d ago | |
| Extended Yale B (2 Subjects) | Mean Clustering Error0 | 18 | 3d ago | ||
| COIL20 | S2ConvSCN-l1 | Clustering Error2.14 | 14 | 3d ago | |
| Coil-100 | A-DSSC | Clustering Accuracy98.4 | 14 | 3d ago | |
| HSI-IndianPines 17 classes (train test) | CSC | Clustering Acc (SR 0.1)43.08 | 13 | 3d ago | |
| Extended Yale B 8 Subjects | Mean Clustering Error0 | 12 | 3d ago | ||
| Extended Yale B (5 Subjects) | Mean Clustering Error0 | 12 | 3d ago | ||
| Extended Yale B 3 Subjects | Mean Clustering Error0 | 12 | 3d ago | ||
| COIL-40 | A-DSSC | ACC92.2 | 10 | 3d ago | |
| Extended Yale B 38 subjects | DSC-Net-L2 | Mean Clustering Error2.67 | 10 | 3d ago | |
| Extended Yale B 35 subjects | DSC-Net-L2 | Mean Clustering Error0.0265 | 10 | 3d ago | |
| Extended Yale B 30 subjects | DSC-Net-L2 | Mean Clustering Error2.07 | 10 | 3d ago | |
| Extended Yale B 25 subjects | DSC-Net-L2 | Mean Clustering Error1.75 | 10 | 3d ago | |
| Extended Yale B 20 subjects | DSC-Net-L2 | Mean Clustering Error1.73 | 10 | 3d ago | |
| Extended Yale B 15 subjects | DSC-Net-L2 | Mean Clustering Error1.69 | 10 | 3d ago | |
| Fashion-MNIST-1k | AutoSC-GD | NMI0.633 | 9 | 3d ago | |
| MNIST 1k | AutoSC-GD | NMI0.667 | 9 | 3d ago | |
| AR | AutoSC-BO | NMI90.4 | 9 | 3d ago | |
| COIL20 | NMI98.3 | 9 | 3d ago |
