Share your thoughts, 1 month free Claude Pro on usSee more

Automatic Personality Prediction on Essays Big Five model

68.69Accuracy (O)

HyperPersona

Updated 15d ago

Evaluation Results

Method	Links
HyperPersona 2026.05		68.69	-	-	-	-	-	-	61.82	64.44	61.31	60.53	63.35
Jiang et al. 2026.05		65.86	-	-	-	-	-	-	58.55	60.62	59.72	61.04	61.16
El-Demerdash et al. 2026.05		65.6	-	-	-	-	-	-	59.52	61.15	60.8	62.2	61.85
Wang et al. 2026.05		64.8	-	-	-	-	-	-	59.1	60	57.7	63	60.92
Majumder et al. 2020.07		62.68	-	-	-	-	-	-	57.3	58.09	56.71	59.38	58.83
Majumder et al. 2026.05		62.68	-	-	-	-	-	-	57.3	58.09	56.71	59.38	58.83
Kazameini et al. 2020.07		62.09	-	-	-	-	-	-	57.84	59.3	56.52	59.39	59.03
Kazameini et al. 2026.05		62.09	-	-	-	-	-	-	57.84	59.3	56.54	59.39	59.03
Tighe et al. 2020.07		61.95	61.9	56	55.6	55.7	58.3	57.5	56.04	55.75	57.54	58.31	57.92
Tighe et al. 2026.05		61.95	-	-	-	-	-	-	56.04	55.75	57.54	58.31	57.92
Ensemble Modeling (Our Proposed Method) 2020.07		56.3	57.37	59.74	65.8	61.62	60.69	61.04	59.18	64.25	60.31	61.14	60.24
Ramezani et al. 2026.05		56.3	-	-	-	-	-	-	59.18	64.25	60.31	61.14	60.24
Salminen et al. 2020.07		-	65.3	54.3	66.2	60.3	33.2	55.86	-	-	-	-	-