Correctness consistency¶
46.8% passed tests (22 passed / 25 failed).
Samples In Expected High Range¶
Proportion of samples whose predictions fall into the expected value range of >= 0.55
Data |
happiness |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.15 |
danish-emotional-speech-1.1.1-emotion.test |
0.54 |
emodb-1.2.0-emotion.categories.test.gold_standard |
0.15 |
emovo-1.2.1-emotion.test |
0.11 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.52 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.65 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.52 |
ravdess-1.1.2-emotion.speech.test |
0.00 |
mean |
0.33 |
Samples In Expected Low Range¶
Proportion of samples whose predictions fall into the expected value range of <= 0.45
Data |
anger |
disgust |
fear |
frustration |
sadness |
|---|---|---|---|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.93 |
0.88 |
0.89 |
0.93 |
|
danish-emotional-speech-1.1.1-emotion.test |
0.50 |
0.75 |
|||
emodb-1.2.0-emotion.categories.test.gold_standard |
0.84 |
0.69 |
0.64 |
1.00 |
|
emovo-1.2.1-emotion.test |
0.85 |
0.55 |
0.62 |
0.74 |
|
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.70 |
0.65 |
0.58 |
0.79 |
|
meld-1.3.1-emotion.categories.test.gold_standard |
0.42 |
0.30 |
0.26 |
0.41 |
|
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.68 |
0.45 |
0.82 |
||
ravdess-1.1.2-emotion.speech.test |
1.00 |
1.00 |
0.94 |
0.97 |
|
mean |
0.74 |
0.68 |
0.64 |
0.58 |
0.80 |
Samples In Expected Neutral Range¶
Proportion of samples whose predictions fall into the expected value range of [0.3, 0.6]
Data |
boredom |
neutral |
|---|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.88 |
|
danish-emotional-speech-1.1.1-emotion.test |
0.96 |
|
emodb-1.2.0-emotion.categories.test.gold_standard |
0.97 |
0.96 |
emovo-1.2.1-emotion.test |
0.96 |
|
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.86 |
|
meld-1.3.1-emotion.categories.test.gold_standard |
0.62 |
|
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
1.00 |
0.95 |
ravdess-1.1.2-emotion.speech.test |
1.00 |
|
mean |
0.98 |
0.90 |
Visualization¶
Distribution of dimensional model predictions for samples with different categorical emotions. The expected range of model predictions is highlighted by the green brackground.
