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ResearchFormerly WizWand

EMER

Benchmarks

TaskDatasetSOTA resultTrendResults

Emotion Recognition (ER) Valence and Arousal Regression

EMER (test)

0.223Arousal MAE

26

Multimodal Emotion Reasoning

EMER

7.83Clue Overlap

18

Facial Expression Recognition

EMER 7-class (test)

51.18WAR

13

Emotional Recognition

EMER 7-class (test)

33.92Weighted Accuracy (WAR)

13

Facial Expression Recognition

EMER 3-class (test)

68.1WAR

13

Emotional Recognition

EMER 3-class (test)

59.28WAR

13

Explainable Multimodal Emotion Reasoning

EMER 2023

8.41Clue Overlap

7

Facial Expression Intensity Regression

EMER

0.66MAE

6