Results with a standalone face analyser for action units.

matlab_runners/Action Unit Experiments/results/BP4D_valid_res_class.txt

@@ -1,11 +1,11 @@
-AU1 class, Precision - 0.501, Recall - 0.521, F1 - 0.511
-AU2 class, Precision - 0.379, Recall - 0.451, F1 - 0.412
-AU4 class, Precision - 0.459, Recall - 0.503, F1 - 0.480
-AU6 class, Precision - 0.738, Recall - 0.774, F1 - 0.755
-AU7 class, Precision - 0.762, Recall - 0.732, F1 - 0.747
-AU10 class, Precision - 0.847, Recall - 0.842, F1 - 0.844
-AU12 class, Precision - 0.888, Recall - 0.816, F1 - 0.850
-AU14 class, Precision - 0.547, Recall - 0.807, F1 - 0.652
-AU15 class, Precision - 0.402, Recall - 0.416, F1 - 0.409
-AU17 class, Precision - 0.632, Recall - 0.592, F1 - 0.611
-AU23 class, Precision - 0.338, Recall - 0.597, F1 - 0.431
+AU1 class, Precision - 0.555, Recall - 0.533, F1 - 0.544
+AU2 class, Precision - 0.403, Recall - 0.440, F1 - 0.420
+AU4 class, Precision - 0.491, Recall - 0.513, F1 - 0.502
+AU6 class, Precision - 0.741, Recall - 0.776, F1 - 0.758
+AU7 class, Precision - 0.764, Recall - 0.727, F1 - 0.745
+AU10 class, Precision - 0.849, Recall - 0.840, F1 - 0.845
+AU12 class, Precision - 0.887, Recall - 0.820, F1 - 0.852
+AU14 class, Precision - 0.542, Recall - 0.807, F1 - 0.649
+AU15 class, Precision - 0.402, Recall - 0.417, F1 - 0.409
+AU17 class, Precision - 0.631, Recall - 0.596, F1 - 0.613
+AU23 class, Precision - 0.335, Recall - 0.598, F1 - 0.429

matlab_runners/Action Unit Experiments/results/BP4D_valid_res_int.txt

@@ -1,5 +1,5 @@
-AU6 results - rms 0.863, corr 0.780, ccc - 0.735
-AU10 results - rms 1.035, corr 0.738, ccc - 0.684
-AU12 results - rms 0.814, corr 0.867, ccc - 0.834
-AU14 results - rms 1.107, corr 0.531, ccc - 0.486
-AU17 results - rms 0.834, corr 0.592, ccc - 0.487
+AU6 results - rms 0.858, corr 0.786, ccc - 0.737
+AU10 results - rms 1.044, corr 0.736, ccc - 0.678
+AU12 results - rms 0.828, corr 0.865, ccc - 0.827
+AU14 results - rms 1.104, corr 0.532, ccc - 0.485
+AU17 results - rms 0.833, corr 0.591, ccc - 0.490

matlab_runners/Action Unit Experiments/results/DISFA_valid_res.txt

@@ -1,12 +1,12 @@
-AU1 results - corr 0.827, rms 0.412, ccc - 0.804
-AU2 results - corr 0.762, rms 0.446, ccc - 0.656
+AU1 results - corr 0.826, rms 0.412, ccc - 0.803
+AU2 results - corr 0.763, rms 0.445, ccc - 0.656
 AU4 results - corr 0.874, rms 0.565, ccc - 0.848
-AU5 results - corr 0.744, rms 0.181, ccc - 0.714
-AU6 results - corr 0.702, rms 0.604, ccc - 0.657
-AU9 results - corr 0.741, rms 0.384, ccc - 0.688
-AU12 results - corr 0.864, rms 0.510, ccc - 0.850
+AU5 results - corr 0.745, rms 0.181, ccc - 0.711
+AU6 results - corr 0.706, rms 0.592, ccc - 0.665
+AU9 results - corr 0.740, rms 0.385, ccc - 0.687
+AU12 results - corr 0.869, rms 0.494, ccc - 0.856
 AU15 results - corr 0.745, rms 0.269, ccc - 0.712
-AU17 results - corr 0.640, rms 0.521, ccc - 0.571
-AU20 results - corr 0.618, rms 0.311, ccc - 0.580
+AU17 results - corr 0.642, rms 0.517, ccc - 0.574
+AU20 results - corr 0.619, rms 0.311, ccc - 0.581
 AU25 results - corr 0.926, rms 0.500, ccc - 0.920
-AU26 results - corr 0.803, rms 0.449, ccc - 0.763
+AU26 results - corr 0.803, rms 0.449, ccc - 0.762

matlab_runners/Action Unit Experiments/results/FERA2011_res_class.txt

@@ -1,11 +1,11 @@
-AU1 class, Precision - 0.590, Recall - 0.714, F1 - 0.646
-AU2 class, Precision - 0.474, Recall - 0.750, F1 - 0.581
-AU4 class, Precision - 0.509, Recall - 0.745, F1 - 0.605
-AU6 class, Precision - 0.835, Recall - 0.667, F1 - 0.741
-AU7 class, Precision - 0.686, Recall - 0.792, F1 - 0.735
-AU10 class, Precision - 0.522, Recall - 0.738, F1 - 0.612
-AU12 class, Precision - 0.919, Recall - 0.658, F1 - 0.767
-AU15 class, Precision - 0.361, Recall - 0.638, F1 - 0.461
-AU17 class, Precision - 0.231, Recall - 0.280, F1 - 0.253
-AU25 class, Precision - 0.205, Recall - 0.871, F1 - 0.332
-AU26 class, Precision - 0.122, Recall - 0.974, F1 - 0.217
+AU1 class, Precision - 0.587, Recall - 0.720, F1 - 0.647
+AU2 class, Precision - 0.470, Recall - 0.797, F1 - 0.591
+AU4 class, Precision - 0.499, Recall - 0.753, F1 - 0.600
+AU6 class, Precision - 0.836, Recall - 0.674, F1 - 0.746
+AU7 class, Precision - 0.683, Recall - 0.791, F1 - 0.733
+AU10 class, Precision - 0.524, Recall - 0.748, F1 - 0.616
+AU12 class, Precision - 0.919, Recall - 0.659, F1 - 0.768
+AU15 class, Precision - 0.358, Recall - 0.639, F1 - 0.459
+AU17 class, Precision - 0.229, Recall - 0.287, F1 - 0.255
+AU25 class, Precision - 0.205, Recall - 0.869, F1 - 0.332
+AU26 class, Precision - 0.122, Recall - 0.972, F1 - 0.216

matlab_runners/Action Unit Experiments/results/SEMAINE_valid_res.txt

@@ -1,6 +1,6 @@
-AU2 class, Precision - 0.360, Recall - 0.742, F1 - 0.485
-AU12 class, Precision - 0.427, Recall - 0.781, F1 - 0.552
-AU17 class, Precision - 0.111, Recall - 0.813, F1 - 0.195
-AU25 class, Precision - 0.337, Recall - 0.523, F1 - 0.410
-AU28 class, Precision - 0.430, Recall - 0.471, F1 - 0.450
+AU2 class, Precision - 0.361, Recall - 0.746, F1 - 0.487
+AU12 class, Precision - 0.424, Recall - 0.781, F1 - 0.550
+AU17 class, Precision - 0.110, Recall - 0.812, F1 - 0.194
+AU25 class, Precision - 0.338, Recall - 0.525, F1 - 0.411
+AU28 class, Precision - 0.432, Recall - 0.475, F1 - 0.453
 AU45 class, Precision - 0.295, Recall - 0.615, F1 - 0.399