Subject-to-Video Generation on OpenS2V-Eval zero-shot (test) benchmark leaderboard · SOTA2 Research

Subject-to-Video Generation on OpenS2V-Eval zero-shot (test)

60.42Total ScoreRefAlign

Evaluation Results

Method	Links
RefAlign2026.03		60.42	46.84	97.61	22.48	55.23	68.32	48.52	73.63
Saber2026.03		57.91	42.42	96.12	21.12	49.89	67.5	47.22	72.55
VINO2026.03		57.85	45.92	94.73	12.3	52	69.69	42.67	71.99
BindWeave2026.03		57.61	45.55	95.9	13.91	53.71	67.79	46.84	66.85
VACE2026.03		57.55	47.21	94.97	15.02	55.09	67.27	44.08	67.04
Phantom2026.03		56.77	46.39	96.31	33.42	51.46	70.65	37.43	69.35
Kaleido2026.03		56.59	46.15	98.11	12.67	34.56	67.51	41.7	82.18
RefAlign2026.03		56.3	42.96	94.74	20.74	53.06	66.85	43.97	66.25
Kling1.62026.03		56.23	44.59	86.93	41.6	40.1	66.2	45.89	74.59
Phantom2026.03		54.89	46.67	93.3	14.29	48.56	69.43	42.48	62.5
MAGREF2026.03		52.51	45.02	93.17	21.81	30.83	70.47	43.04	66.9
SkyReels-A2-P2026.03		52.25	39.41	87.93	25.6	45.95	64.54	43.75	60.32
Vidu2.02026.03		51.95	41.48	90.45	13.52	35.11	67.57	43.37	65.88
Pika2.12026.03		51.88	46.88	87.06	24.71	30.38	69.19	45.4	63.32
VACE2026.03		49.89	48.24	97.2	18.83	20.57	71.26	37.91	65.46
VACE-P2026.03		48.98	47.34	96.8	12.03	16.59	71.38	40.19	64.31