Research Article
Low Rank Correlation Representation and Clustering
Table 3
Clustering performance on object datasets.
| Datasets | Methods | ACC | NMI | AR | F-score | Precision | Recall |
| COIL-20 | MLRSSC | 83.35 | 83.25 | 69.05 | 70.36 | 68.27 | 73.18 | RMSL | 80.79 | 83.04 | 62.41 | 70.94 | 69.14 | 72.36 | MCGC | 88.21 | 83.78 | 69.90 | 70.84 | 65.53 | 77.08 | DiMSC | 85.23 | 82.71 | 69.86 | 71.37 | 70.30 | 72.48 | MVGL | 85.21 | 95.92 | 83.25 | 82.17 | 75.64 | 94.88 | GMC | 87.05 | 93.72 | 83.69 | 84.03 | 77.37 | 91.26 | SM2SC | 89.42 | 95.71 | 83.76 | 84.21 | 78.30 | 94.81 | Ours | 89.13 | 96.54 | 84.03 | 86.49 | 78.53 | 95.10 |
| Caltech 101-20 | MLRSSC | 55.43 | 51.91 | 46.01 | 42.06 | 83.76 | 68.86 | RMSL | 57.94 | 52.15 | 44.67 | 41.16 | 81.32 | 64.35 | MCGC | 64.51 | 59.47 | 46.57 | 48.06 | 88.94 | 72.72 | DiMSC | 58.12 | 47.77 | 40.59 | 47.61 | 86.47 | 67.42 | MVGL | 62.95 | 58.81 | 45.96 | 46.79 | 87.25 | 72.13 | GMC | 65.23 | 60.52 | 42.80 | 46.51 | 89.15 | 69.51 | SM2SC | 66.04 | 60.49 | 47.21 | 49.33 | 89.30 | 72.29 | Ours | 66.42 | 61.14 | 48.75 | 49.76 | 89.44 | 73.05 |
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