model_name
string | method
string | accuracy
float64 | macro_f1
float64 | macro_precision
float64 | macro_recall
float64 | weighted_f1
float64 | weighted_precision
float64 | weighted_recall
float64 | confusion_matrix_json
string | invalid_counts_json
string | f1_anger
float64 | f1_disgust
float64 | f1_fear
float64 | f1_happiness
float64 | f1_neutral
float64 | f1_sadness
float64 | f1_surprise
float64 | precision_anger
float64 | precision_disgust
float64 | precision_fear
float64 | precision_happiness
float64 | precision_neutral
float64 | precision_sadness
float64 | precision_surprise
float64 | recall_anger
float64 | recall_disgust
float64 | recall_fear
float64 | recall_happiness
float64 | recall_neutral
float64 | recall_sadness
float64 | recall_surprise
float64 | wrong_format
int64 | emotion_refused
int64 | emotion_not_listed
int64 | total_time
float64 | total_time_hours
float64 | mean_time
float64 | response_time_std
float64 | response_time_mode
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
deepface
|
method
| 0.510464
| 0.32721
| 0.399528
| 0.345444
| 0.501869
| 0.549049
| 0.510464
|
{"anger":{"anger":375,"disgust":232,"fear":44,"happiness":166,"neutral":295,"sadness":255,"surprise":213,"INVALID":0},"disgust":{"anger":10,"disgust":11,"fear":2,"happiness":16,"neutral":7,"sadness":17,"surprise":3,"INVALID":0},"fear":{"anger":62,"disgust":70,"fear":53,"happiness":196,"neutral":228,"sadness":258,"surprise":233,"INVALID":0},"happiness":{"anger":235,"disgust":158,"fear":146,"happiness":4477,"neutral":304,"sadness":440,"surprise":235,"INVALID":0},"neutral":{"anger":100,"disgust":262,"fear":60,"happiness":712,"neutral":1857,"sadness":714,"surprise":505,"INVALID":0},"sadness":{"anger":76,"disgust":139,"fear":38,"happiness":362,"neutral":499,"sadness":759,"surprise":132,"INVALID":0},"surprise":{"anger":9,"disgust":5,"fear":12,"happiness":28,"neutral":14,"sadness":17,"surprise":298,"INVALID":0},"INVALID":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0,"INVALID":0}}
|
{"wrong_format":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_refused":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0},"emotion_not_listed":{"anger":0,"disgust":0,"fear":0,"happiness":0,"neutral":0,"sadness":0,"surprise":0}}
| 0.306498
| 0.02333
| 0.072852
| 0.749163
| 0.500944
| 0.339978
| 0.297702
| 0.237342
| 0.166667
| 0.048182
| 0.746789
| 0.441093
| 0.378554
| 0.778068
| 0.432526
| 0.012543
| 0.149296
| 0.751553
| 0.579588
| 0.308537
| 0.184064
| 0
| 0
| 0
| 322.92
| 0.0897
| 0.021052
| 0.012043
| 0.02
|
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