Correctness consistency

36.2% passed tests (17 passed / 30 failed).

Samples In Expected High Range

Proportion of samples whose predictions fall into the expected value range of >= 0.55

Threshold: 0.75

Data

happiness

crema-d-1.2.0-emotion.categories.test.gold_standard

0.45

danish-emotional-speech-1.1.1-emotion.test

0.63

emodb-1.2.0-emotion.categories.test.gold_standard

0.11

emovo-1.2.1-emotion.test

0.33

iemocap-2.3.0-emotion.categories.test.gold_standard

0.58

meld-1.3.1-emotion.categories.test.gold_standard

0.83

polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard

0.62

ravdess-1.1.2-emotion.speech.test

0.00

mean

0.44

Samples In Expected Low Range

Proportion of samples whose predictions fall into the expected value range of <= 0.45

Threshold: 0.75

Data

anger

disgust

fear

frustration

sadness

crema-d-1.2.0-emotion.categories.test.gold_standard

0.63

0.52

0.60

0.72

danish-emotional-speech-1.1.1-emotion.test

0.15

0.21

emodb-1.2.0-emotion.categories.test.gold_standard

0.65

0.58

0.48

0.93

emovo-1.2.1-emotion.test

0.79

0.50

0.54

0.51

iemocap-2.3.0-emotion.categories.test.gold_standard

0.64

0.53

0.58

0.73

meld-1.3.1-emotion.categories.test.gold_standard

0.35

0.39

0.26

0.42

polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard

0.25

0.20

0.28

ravdess-1.1.2-emotion.speech.test

1.00

0.94

0.88

0.84

mean

0.56

0.59

0.50

0.58

0.58

Samples In Expected Neutral Range

Proportion of samples whose predictions fall into the expected value range of [0.3, 0.6]

Threshold: 0.75

Data

boredom

neutral

crema-d-1.2.0-emotion.categories.test.gold_standard

0.95

danish-emotional-speech-1.1.1-emotion.test

0.98

emodb-1.2.0-emotion.categories.test.gold_standard

1.00

1.00

emovo-1.2.1-emotion.test

0.98

iemocap-2.3.0-emotion.categories.test.gold_standard

0.92

meld-1.3.1-emotion.categories.test.gold_standard

0.78

polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard

1.00

1.00

ravdess-1.1.2-emotion.speech.test

1.00

mean

1.00

0.95

Visualization

Distribution of dimensional model predictions for samples with different categorical emotions. The expected range of model predictions is highlighted by the green brackground.

../../../_images/visualization_crema-d-1.2.0-emotion.categories.test.gold_standard74.png
../../../_images/visualization_danish-emotional-speech-1.1.1-emotion.test52.png
../../../_images/visualization_emodb-1.2.0-emotion.categories.test.gold_standard52.png
../../../_images/visualization_emovo-1.2.1-emotion.test74.png
../../../_images/visualization_iemocap-2.3.0-emotion.categories.test.gold_standard74.png
../../../_images/visualization_meld-1.3.1-emotion.categories.test.gold_standard96.png
../../../_images/visualization_polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard52.png
../../../_images/visualization_ravdess-1.1.2-emotion.speech.test52.png