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Papers Benchmarks Datasets Tasks

EmoSet dataset and benchmarks · SOTA2 Research

Research Datasets

EmoSet

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Visual Emotion Recognition

EmoSet

78.4Accuracy

29

Emotion generation

EmoSet

26.61FID

15

Visual Emotion Understanding

EmoSet large-scale (full)

85.3Accuracy

14

Emotional Reasoning

EmoSet Out-of-domain

61.8Accuracy

10

Emotional Reasoning

EmoSet In-domain

77.15Accuracy

10

Emotional Image Content Generation

EmoSet (User Study)

79.91Image Fidelity

3

Emotion Transfer

EmoSet (test)

0.722Emo-A Score (amusement)

3

Emotion Annotation Quality Evaluation

EmoSet

78.08Arousal Score

1

Popular tasks

Emotional Reasoning Emotion Transfer Emotion generation Emotional Image Content Generation Visual Emotion Recognition

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