Subject-to-Video Generation on OpenS2V benchmark leaderboard · SOTA2 Research

Subject-to-Video Generation on OpenS2V

62.62TotalTIDE

Evaluation Results

Method	Links
TIDE2026.06		62.62	49.53	95.84	22.56	—	70.09	49.4	73.66	—
Kling 1.62026.06		60.26	44.59	86.93	41.6	—	66.2	45.89	74.59	—
VINO2026.06		59.31	45.92	94.73	12.3	—	69.69	42.67	71.99	—
VACE-14B2026.06		58.16	47.21	94.97	15.02	—	67.27	44.08	67.04	—
Phantom-14B2026.06		58.1	46.39	96.31	33.42	—	70.65	37.43	69.35	—
VACE-14B2025.04		58	41.3	—	—	64.65	58.55	51.33	77.33	35.54
MAGREF2026.06		57.94	45.02	93.17	21.81	—	70.47	43.04	66.9	—
VINO2026.01		57.85	45.92	94.73	12.3	52	69.69	42.67	71.99	—
VACE-14B2026.01		57.55	47.21	94.97	15.02	55.09	67.27	44.08	67.04	—
Pika 2.12026.06		57.25	46.88	87.06	24.71	—	69.19	45.4	63.32	—
VACE-1.3B2026.06		57.21	48.24	97.2	18.83	—	71.26	37.91	65.46	—
VACE-P1.3B2026.06		57.08	47.34	96.8	12.03	—	71.38	40.19	64.31	—
Phantom-14B2026.01		56.77	46.39	96.31	33.42	51.46	70.65	37.43	69.35	—
Phantom-1.3B2026.06		56.47	46.67	93.3	14.29	—	69.43	42.48	62.5	—
Kling1.62026.01		56.23	44.59	86.93	41.6	40.1	66.2	45.89	74.59	—
Vidu 2.02026.06		56.16	41.48	90.45	13.52	—	67.57	43.37	65.88	—
SkyReels-A22026.06		53.83	39.41	87.93	25.6	—	64.54	43.75	60.32	—
Ours (Wan 2.2-5B)2025.04		53.26	42.87	—	—	36.77	66.31	40.72	72.89	15.98
Phantom-14B2025.04		53.17	47.46	—	—	51.82	70.07	35.35	69.35	41.55
Kling 1.62025.04		53.12	35.63	—	—	39.26	61.99	48.24	81.4	36.4
MAGREF2026.01		52.51	45.02	93.17	21.81	30.83	70.47	43.04	66.9	—
SkyReels-A22026.01		52.25	39.41	87.93	25.6	45.95	64.54	43.75	60.32	—
Vidu2.02026.01		51.95	41.48	90.45	13.52	35.11	67.57	43.37	65.88	—
Pika2.12026.01		51.88	46.88	87.06	24.71	30.38	69.19	45.4	63.32	—
SkyReels-A2-P14B2025.04		51.64	33.83	—	—	54.42	61.93	48.63	70.6	21.6
HunyuanCustom2025.04		51.64	34.08	—	—	55.93	54.31	50.75	68.66	26.83
Ours (CogVideoX-5B)2025.04		50.05	45.4	—	—	18.05	70.53	41.23	68.52	19.38
Phantom-1.3B2025.04		49.95	42.98	—	—	44.03	65.61	37.78	76	19.3
Pika 2.12025.04		48.93	38.64	—	—	32.94	62.19	47.34	70.6	31.9
Vidu 2.02025.04		48.67	34.78	—	—	36.2	65.56	45.2	72.6	24.4
VACE-1.3B2025.04		47.33	41.81	—	—	22.38	65.35	38.52	76	33.78
VACE-P1.3B2025.04		44.28	42.58	—	—	18.02	65.93	36.26	76	18