Correctness consistency¶
54.1% passed tests (20 passed / 17 failed).
Samples In Expected High Range¶
Proportion of samples whose predictions fall into the expected value range of >= 0.55
Data |
anger |
fear |
surprise |
|---|---|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.70 |
0.43 |
|
danish-emotional-speech-1.1.1-emotion.test |
0.38 |
0.19 |
|
emodb-1.2.0-emotion.categories.test.gold_standard |
1.00 |
0.91 |
|
emovo-1.2.1-emotion.test |
0.94 |
0.40 |
0.60 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.75 |
0.41 |
|
meld-1.3.1-emotion.categories.test.gold_standard |
0.89 |
0.74 |
0.78 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.88 |
0.30 |
|
ravdess-1.1.2-emotion.speech.test |
0.91 |
0.72 |
1.00 |
mean |
0.81 |
0.56 |
0.64 |
Samples In Expected Low Range¶
Proportion of samples whose predictions fall into the expected value range of <= 0.45
Data |
boredom |
sadness |
|---|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.51 |
|
danish-emotional-speech-1.1.1-emotion.test |
0.88 |
|
emodb-1.2.0-emotion.categories.test.gold_standard |
0.69 |
1.00 |
emovo-1.2.1-emotion.test |
0.76 |
|
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.66 |
|
meld-1.3.1-emotion.categories.test.gold_standard |
0.22 |
|
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.92 |
0.98 |
ravdess-1.1.2-emotion.speech.test |
0.62 |
|
mean |
0.80 |
0.70 |
Samples In Expected Neutral Range¶
Proportion of samples whose predictions fall into the expected value range of [0.3, 0.6]
Data |
neutral |
|---|---|
crema-d-1.2.0-emotion.categories.test.gold_standard |
0.91 |
danish-emotional-speech-1.1.1-emotion.test |
0.56 |
emodb-1.2.0-emotion.categories.test.gold_standard |
0.93 |
emovo-1.2.1-emotion.test |
0.85 |
iemocap-2.3.0-emotion.categories.test.gold_standard |
0.93 |
meld-1.3.1-emotion.categories.test.gold_standard |
0.76 |
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard |
0.82 |
ravdess-1.1.2-emotion.speech.test |
0.88 |
mean |
0.83 |
Visualization¶
Distribution of dimensional model predictions for samples with different categorical emotions. The expected range of model predictions is highlighted by the green brackground.
