Subject-to-video on OpenS2V Eval benchmark leaderboard · SOTA2 Research

Subject-to-video on OpenS2V Eval

62.94Total ScoreBernini

Evaluation Results

Method	Links
Bernini2026.05		62.94	44.14	93.66	23.39	78.2	65.35	46.95	70.51
RefAlign-14B2026.05		60.42	46.84	97.61	22.48	55.23	68.32	48.52	73.63
Kling O32026.05		59.19	48.05	92.94	24.47	57.2	66.44	45.53	70.51
Saber2026.05		57.91	42.42	96.12	21.12	49.89	67.5	47.22	72.55
VINO2026.05		57.85	45.92	94.73	12.3	52	69.69	42.67	71.99
BindWeave2025.10		57.61	45.55	95.9	13.91	53.71	67.79	46.84	66.85
VACE2025.10		57.55	47.21	94.97	15.02	55.09	67.27	44.08	67.04
VACE-14B2026.05		57.55	47.21	94.97	15.02	55.09	67.27	44.08	67.04
Phantom2025.10		56.77	46.39	96.31	33.42	51.46	70.65	37.43	69.35
Phantom-14B2026.05		56.77	46.39	96.31	33.42	51.46	70.65	37.43	69.35
Kling2025.10		56.23	44.59	86.93	41.6	40.1	66.2	45.89	74.59
Kling 1.62026.05		56.23	44.59	86.93	41.6	40.1	66.2	45.89	74.59
Phantom2025.10		54.89	46.67	93.3	14.29	48.56	69.43	42.48	62.5
MAGREF2025.10		52.51	45.02	93.17	21.81	30.83	70.47	43.04	66.9
MAGREF2026.05		52.51	45.02	93.17	21.81	30.83	70.47	43.04	66.9
SkyReels2025.10		52.25	39.41	87.93	25.6	45.95	64.54	43.75	60.32
SkyReels-A22026.05		52.25	39.41	87.93	25.6	45.95	64.54	43.75	60.32
Vidu2025.10		51.95	41.48	90.45	13.52	35.11	67.57	43.37	65.88
Vidu 2.02026.05		51.95	41.48	90.45	13.52	35.11	67.57	43.37	65.88
Pika2025.10		51.88	46.88	87.06	24.71	30.38	69.19	45.4	63.32
Pika 2.12026.05		51.88	46.88	87.06	24.71	30.38	69.19	45.4	63.32
VACE2025.10		49.89	48.24	97.2	18.83	20.57	71.26	37.91	65.46
VACE2025.10		48.98	47.34	96.8	12.03	16.59	71.38	40.19	64.31