ResearchBenchmarks16-types Multiclass Personality Classification on KaggleFollow41.34F1 Score (%)PerDet-R121.63226.748531.86536.9815Jan 26, 2026Evaluation ResultsMethodMethodLinksF1 Score (%)PerDet-R12026.0141.34Qwen-plus2026.0138.63ChatGPT2026.0134.55ETM2026.0132.55TAE2026.0132.09PsyCoT2026.0131.22D-DGCN2026.0130.32BERTAggregation Strategy=meanAggregation Strategy=mean2026.0126.38BERTAggregation Strategy=c...Aggregation Strategy=concat2026.0123.77SVM2026.0122.39