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 110 of 77 papers

TitleStatusHype
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic AgentsCode3
Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective TasksCode3
EmoBench: Evaluating the Emotional Intelligence of Large Language ModelsCode2
EQ-Bench: An Emotional Intelligence Benchmark for Large Language ModelsCode2
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
SAGE: Steering and Refining Dialog Generation with State-Action AugmentationCode1
REALTALK: A 21-Day Real-World Dataset for Long-Term ConversationCode1
EmoLLM: Multimodal Emotional Understanding Meets Large Language ModelsCode1
NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional StimuliCode1
Real-Time Emotion Classification Using EEG Data Stream in E-Learning ContextsCode1
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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