Personality performance evaluation on PERSONALITYBENCH benchmark leaderboard · SOTA2 Research

Personality performance evaluation on PERSONALITYBENCH

9.96Agreeableness Mean ScoreIRIS

Evaluation Results

Method	Links
IRIS2026.04		9.96	0.02	9.84	0.08	9.97	0.03	10	0	9.71	0.15	9.9	0.06
IRIS2026.04		9.94	0.05	9.8	0.17	9.93	0.08	10	0	9.74	0.38	9.89	0.1
SFT2024.10		9.87	0.25	9.23	0.85	9.86	0.15	9.42	0.75	9.66	0.44	9.61	0.49
NPTI2026.04		9.84	0.07	9.7	0.13	9.86	0.09	10	0	9.64	0.15	9.81	0.09
PAS2026.04		9.83	0.27	9.92	0.07	9.98	0.02	10	0	9.97	0.03	9.94	0.08
NPTI2026.04		9.76	0.23	9.82	0.16	9.96	0.04	9.96	0.04	9.64	0.23	9.83	0.14
P^22026.04		9.76	0.23	9.92	0.07	10	0	10	0	9.83	0.16	9.9	0.09
Simple Prompt2026.04		9.74	0.42	9	0.83	8.51	1.15	8.64	1.02	6.31	0.99	8.44	0.88
Simple Prompt2026.04		9.73	0.32	8.98	0.98	9.26	1.04	8.04	1.18	7.42	1.86	8.69	1.08
NPTI2026.04		9.72	0.23	9.96	0.04	9.88	0.11	9.91	0.09	9.83	0.18	9.86	0.13
Simple Prompt2024.10		9.72	0.34	9.24	1.06	9.5	1.02	7.18	1.22	6.31	1.14	8.39	0.96
P^22024.10		9.68	0.42	9.24	1.18	9.46	0.68	9.54	0.66	9.21	1.19	9.43	0.83
P^22026.04		9.64	0.19	8.63	0.78	9.43	0.3	9.59	0.31	9.07	0.58	9.27	0.43
NPTI2026.04		9.64	0.49	9.25	0.66	9.86	0.14	9.92	0.07	8.5	1.08	9.43	0.49
NPTI2024.10		9.64	0.49	9.25	0.66	9.86	0.14	9.92	0.07	8.5	1.08	9.43	0.49
DPN-LE2026.04		9.62	0.57	9.11	0.55	8.54	0.47	9.27	0.6	7.92	0.47	8.89	0.53
P^22026.04		9.59	0.47	9.09	0.82	9.39	0.64	9.53	0.55	9.16	0.72	9.35	0.64
DPN-LEw2026.04		9.57	0.6	9.01	0.68	8.61	0.35	9.12	0.7	7.68	0.74	8.8	0.61
DPN-LEw2026.04		9.56	0.48	8.64	0.81	8.79	1.2	9.95	0.05	8.58	0.8	9.1	0.67
IRIS2026.04		9.53	0.31	8.9	0.7	9.83	0.1	10	0	9.73	0.14	9.6	0.25
SP2026.04		9.47	0.24	9.13	0.53	9.21	0.43	8.9	0.74	7.36	2.23	8.81	0.83
DPN-LE2026.04		9.47	0.57	8.75	0.83	8.82	1.32	9.93	0.07	8.58	0.74	9.11	0.71
P^22026.04		9.46	0.54	9.28	0.57	9.39	0.77	9.45	0.9	9.18	0.79	9.35	0.71
SP2026.04		9.41	0.58	9.11	0.88	9.46	0.66	8.74	0.98	6.41	1.68	8.63	0.95
Simple Prompt2026.04		9.36	0.56	9.89	0.12	9.99	0.01	10	0	9.91	0.08	9.83	0.15
NPTI2026.04		9.03	0.46	8.74	0.59	9.56	0.31	9.87	0.1	9.18	0.35	9.28	0.36
DPN-LEw2026.04		9.01	0.73	9	0.67	8.81	1.26	9.71	0.43	8.61	0.97	9.03	0.87
DPN-LE2026.04		8.98	0.99	9.04	0.76	9.02	1.05	9.8	0.32	8.56	1	9.08	0.82
P22026.04		8.34	1.65	7.38	1.21	8.82	0.98	8.61	1.46	7.79	1.3	8.19	1.32
ActAdd2024.10		8.2	2.9	6.61	2.75	8.84	1.44	8.9	1.78	8.52	1.83	8.2	2.1
P^22026.04		7.57	1.9	7.42	1.11	8.73	0.79	8.18	1.07	7.6	1.6	7.9	1.29
SP2026.04		6.73	2.21	6.78	0.89	6.83	1.3	7.73	1	6.3	2.19	6.87	1.5
PAS2026.04		6.48	1.01	6.69	1.63	7.57	2.81	6.98	1.58	6.93	1.52	6.93	1.71
PAS2024.10		6.48	1.01	6.69	1.63	7.57	2.81	6.98	1.58	6.93	1.52	6.93	1.71
Baseline2026.04		5.98	0.54	5.96	0.95	5.99	2.05	5.97	2.34	6.04	0.62	5.99	1.3