SOTAVerified

Emotional Intelligence

Emotional Intelligence (EI) is a measure of "The ability to monitor one’s own and others’ feelings, to discriminate among them, and to use this information to guide one’s thinking and action." (Salovey and Mayer, 1990). EI is further broken down into four branches: perceiving, using, understanding and managing emotions (Mayer & Salovey, 1997). Of particular relevance to language models that operate exclusively in the text modality is emotional understanding (EU). This is defined as the ability to interpret and analyse the language of emotions, to comprehend complex emotional states, and understand how these emotions can influence behaviour and decision-making.

Papers

Showing 5160 of 77 papers

TitleStatusHype
Empirical Interpretation of the Relationship Between Speech Acoustic Context and Emotion Recognition0
Synthesizing Affective Neurophysiological Signals Using Generative Models: A Review Paper0
Reevaluating Data Partitioning for Emotion Detection in EmoWOZ0
Machine Learning Algorithms for Depression Detection and Their Comparison0
Emotion Twenty Questions Dialog System for Lexical Emotional IntelligenceCode0
The Nexus between Job Burnout and Emotional Intelligence on Turnover Intention in Oil and Gas Companies in the UAE0
The SPACE THEA Project0
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence0
Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification0
Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1OpenAI gpt-4-0613EQ-Bench Score62.52Unverified
2migtissera/SynthIA-70B-v1.5EQ-Bench Score54.83Unverified
3OpenAI gpt-4-0314EQ-Bench Score53.39Unverified
4Qwen/Qwen-72B-ChatEQ-Bench Score52.44Unverified
5Anthropic Claude2EQ-Bench Score52.14Unverified
6meta-llama/Llama-2-70b-chat-hfEQ-Bench Score51.56Unverified
701-ai/Yi-34B-ChatEQ-Bench Score51.03Unverified
8OpenAI gpt-3.5-0613EQ-Bench Score49.17Unverified
9OpenAI gpt-3.5-turbo-0301EQ-Bench Score47.61Unverified
10Open-Orca/Mistral-7B-OpenOrcaEQ-Bench Score44.4Unverified