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ResearchFormerly WizWand

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