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Papers Benchmarks Datasets Tasks

EMER dataset and benchmarks · SOTA2 Research

Research Datasets

EMER

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA 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

Popular tasks

Facial Expression Recognition Emotional Recognition Multimodal Emotion Reasoning Facial Expression Intensity Regression Emotion Recognition (ER) Valence and Arousal Regression

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