From: Projective complex matrix factorization for facial expression recognition
No. base | proCMF | NMF | proNMF | conNMF | weiNMF | NeNMF | PCA | GSNMF | uRNGE | usRNGE | sRNGE | ssRNGE |
---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | 66.82 | 50.62 | 34.38 | 20.04 | 48.60 | 68.97 | 53.31 | 50.50 | 21.78 | 45.54 | 26.9 | 59.13 |
30 | 73.43 | 58.39 | 35.87 | 24.59 | 58.97 | 63.88 | 60.33 | 75.21 | 22.93 | 52.02 | 32.69 | 70.7 |
40 | 79.42 | 62.27 | 43.93 | 26.16 | 63.43 | 61.07 | 62.81 | 74.09 | 28.55 | 58.93 | 35.33 | 72.85 |
50 | 80.95 | 65.29 | 44.05 | 27.52 | 65.00 | 59.71 | 66.12 | 68.22 | 28.06 | 62.85 | 39.21 | 73.26 |
60 | 82.23 | 70.37 | 45.91 | 27.19 | 67.85 | 55.54 | 68.18 | 59.01 | 34.17 | 68.06 | 40.95 | 73.47 |
70 | 83.51 | 70.33 | 46.61 | 26.82 | 72.36 | 52.98 | 69.01 | 67.85 | 34.92 | 73.18 | 45.08 | 76.07 |
80 | 83.39 | 73.31 | 49.88 | 27.81 | 72.40 | 47.23 | 73.55 | 65.62 | 38.60 | 75.79 | 46.61 | 78.55 |
90 | 84.96 | 73.39 | 52.64 | 27.73 | 73.31 | 39.09 | 77.69 | 72.98 | 41.78 | 78.10 | 48.97 | 79.71 |
100 | 86.03 | 75.25 | 51.36 | 29.34 | 74.38 | 37.60 | 78.51 | 70.08 | 40.54 | 75.58 | 54.79 | 80.08 |
Ave. | 80.08 | 66.58 | 44.96 | 26.36 | 66.26 | 54.01 | 67.72 | 67.06 | 32.37 | 65.56 | 41.17 | 73.76 |