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Personality Assessment research benchmarks · SOTA2 Research

Personality Assessment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BFI Self-report 44-item (test)

0.606MAE

36

Apr 7, 2026

Big Five personality questions Contextual (test)

3.9FA

12

Feb 26, 2026

Big Five personality questions Abstract Questions (test)

7.7FA

12

Feb 26, 2026

AVI Challenge 2026 (test)

0.278MSE

10

Jun 11, 2026

Gamified Personality Assessment Annotator 4 ground truth

1.301Score (Openness)

6

Apr 7, 2026

Gamified Personality Assessment Annotator 3 ground truth

1.239Score (Openness)

6

Apr 7, 2026

Gamified Personality Assessment Annotator 2 ground truth

1.39Score (Openness)

6

Apr 7, 2026

Gamified Personality Assessment Annotator 1 ground truth

1.312Score (Openness)

6

Apr 7, 2026

Big Five (OCEAN) Role-play variants IPIP-BFFM-50, IPIP-NEO-120 (test)

97.4Openness

4

Feb 26, 2026

Big Five (OCEAN) Questionnaire variants IPIP-BFFM-50, IPIP-NEO-120 (test)

97.5Openness (O)

4

Feb 26, 2026

MBTI-M Chinese Version (test)

33.33Match 4 Dimensions Accuracy

1

Jul 8, 2026

Popular datasets

Gamified Personality Assessment Big Five (OCEAN)Big Five personality questions MBTI BFI

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