Yale
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Clustering | Yale | Accuracy62 | 32 | |
| Classification | Yale | Accuracy81 | 28 | |
| Subspace Clustering | Extended Yale B 10 Subjects | Mean Clustering Error0 | 22 | |
| Multi-view Subspace Clustering | Yale | NMI83.2 | 18 | |
| Reconstruction | Yale | RMSE0.5 | 18 | |
| Unsupervised Feature Selection | Yale | NMI62.92 | 14 | |
| Multimodal Subspace Clustering | Extended Yale-B | Accuracy99.22 | 14 | |
| Subspace Clustering | Extended Yale B 3 Subjects | Mean Clustering Error0 | 12 | |
| Clustering | Yale (r=0.7) | ACC60.61 | 8 | |
| Clustering | Yale r=0.5 | ACC60 | 8 | |
| Clustering | Yale r=0.3 | Accuracy60 | 8 | |
| Clustering | Yale (r=0.1) | Accuracy62.42 | 8 | |
| Face Clustering | Extended Yale B 8 Subjects | Mean Clustering Error0.0585 | 6 | |
| Face Clustering | Extended Yale B 5 Subjects | Mean Clustering Error4.31 | 6 |
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