Extended Yale B
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Person Identity Classification | Extended Yale B (test) | Accuracy99.58 | 23 | |
| Subspace Clustering | Extended Yale B 38 subjects | Mean Clustering Error2.67 | 10 | |
| Subspace Clustering | Extended Yale B 35 subjects | Mean Clustering Error0.0265 | 10 | |
| Subspace Clustering | Extended Yale B 30 subjects | Mean Clustering Error2.07 | 10 | |
| Subspace Clustering | Extended Yale B 25 subjects | Mean Clustering Error1.75 | 10 | |
| Subspace Clustering | Extended Yale B 20 subjects | Mean Clustering Error1.73 | 10 | |
| Subspace Clustering | Extended Yale B 15 subjects | Mean Clustering Error1.69 | 10 | |
| Face Clustering | Extended Yale B 10 Subjects | Mean Clustering Error10.94 | 6 | |
| Face Clustering | Extended Yale B 3 Subjects | Mean Clustering Error3.1 | 6 | |
| Subspace Clustering | Extended Yale B 5 subjects | Average Computational Time (s)5.7 | 5 | |
| Subspace Clustering | Extended Yale B 3 subjects | Average Computational Time (s)1.9 | 5 | |
| Subspace Clustering | Extended Yale B 20 subjects | Clustering Error1.25 | 4 | |
| Lighting Condition Classification | Extended Yale B (test) | Accuracy96.1 | 4 | |
| Subspace Clustering | Extended Yale B 38 subjects | Clustering Error1.52 | 2 | |
| Subspace Clustering | Extended Yale B 35 subjects | Clustering Error1.62 | 2 | |
| Subspace Clustering | Extended Yale B 30 subjects | Clustering Error1.67 | 2 |
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