SOTAVerified

Personality Trait Recognition

Papers

Showing 110 of 13 papers

TitleStatusHype
Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on DialoguesCode1
A Synthetic Dataset for Personal Attribute InferenceCode2
Personality Trait Recognition using ECG Spectrograms and Deep Learning0
OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessmentCode1
CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AICode2
Learning to Navigate Intersections with Unsupervised Driver Trait InferenceCode1
Automatic Personality Prediction; an Enhanced Method Using Ensemble Modeling0
Recent Trends in Deep Learning Based Personality Detection0
Modality-based Factorization for Multimodal Fusion0
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis0
Show:102550
← PrevPage 1 of 2Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4Average accuracy in %77.9Unverified
2LLama-3 70BAverage accuracy in %72.2Unverified
3Mixtral 8x22BAverage accuracy in %72Unverified
4Claude-3 OpusAverage accuracy in %71.1Unverified
5Claude-3 SonnetAverage accuracy in %70.9Unverified
6Gemini 1.5 ProAverage accuracy in %67.5Unverified
7Qwen1.5 110BAverage accuracy in %65.7Unverified
8Gemini 1.0 ProAverage accuracy in %64.6Unverified
9Claude-3 HaikuAverage accuracy in %64Unverified
10Yi 34BAverage accuracy in %57.7Unverified
#ModelMetricClaimedVerifiedStatus
1Ensemble ModelingAccuracy60.24Unverified
2Ontology-BasedAccuracy51.42Unverified