From: Projective complex matrix factorization for facial expression recognition
No. base | proCMF | NMF | proNMF | conNMF | weiNMF | NeNMF | PCA | GSNMF | uRNGE | usRNGE | sRNGE | ssRNGE |
---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | 77.53 | 70.55 | 52.60 | 44.66 | 67.39 | 74.79 | 60.27 | 75.34 | 20.27 | 39.32 | 29.59 | 70.68 |
30 | 80.96 | 73.70 | 52.87 | 44.93 | 75.48 | 74.93 | 64.38 | 78.77 | 27.53 | 73.01 | 33.15 | 75.07 |
40 | 82.33 | 75.61 | 55.07 | 47.67 | 77.26 | 73.70 | 68.49 | 79.59 | 30.82 | 74.66 | 42.47 | 75.75 |
50 | 82.05 | 78.49 | 56.57 | 50.68 | 80.00 | 75.34 | 69.86 | 81.51 | 34.52 | 76.44 | 43.29 | 75.34 |
60 | 82.46 | 79.31 | 58.35 | 55.20 | 80.55 | 70.68 | 71.23 | 79.86 | 38.9 | 75.75 | 47.67 | 75.34 |
70 | 81.51 | 80.68 | 59.86 | 58.49 | 82.19 | 72.05 | 68.49 | 81.23 | 42.6 | 76.3 | 54.66 | 77.26 |
80 | 83.84 | 81.51 | 56.57 | 56.71 | 82.05 | 70.82 | 69.86 | 81.51 | 52.33 | 78.08 | 60.68 | 74.38 |
90 | 83.84 | 82.46 | 60.96 | 55.61 | 82.46 | 68.35 | 68.49 | 82.74 | 67.4 | 75.89 | 64.93 | 74.11 |
100 | 84.38 | 82.46 | 59.45 | 56.30 | 82.88 | 67.39 | 71.23 | 82.33 | 73.97 | 75.07 | 71.37 | 74.79 |
Ave. | 82.10 | 78.31 | 56.92 | 52.25 | 78.92 | 72.01 | 68.03 | 80.32 | 43.15 | 71.61 | 49.76 | 74.75 |