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ResearchFormerly WizWand

Video Generation on VBench (8 Metrics including Consistency, Quality, FVD, LPIPS)

97.39Subject ConsistencyQ-ARVD

Evaluation results

Method	Links
Q-ARVD2026.05		97.39	96.3	99.03	60.79	70.33	84.77	146.01	0.498
PTQ4DiT2026.05		97.33	96.69	99.01	62.07	71.43	85.31	68.47	0.333
MinMax2026.05		97.31	96.64	98.99	61.83	71.8	85.31	77.65	0.351
SmoothQuant2026.05		97.31	96.65	99	61.96	71.75	85.33	81.08	0.354
Adaround2026.05		97.29	96.62	99	62.03	71.44	85.28	68.24	0.334
SVDQuant2026.05		97.29	96.67	99.01	61.97	71.72	85.33	74.87	0.349
Q-ARVD2026.05		97.26	96.62	98.99	62.13	71.49	85.3	64.51	0.327
Bfloat162026.05		97.25	96.68	98.99	62.49	71.35	85.35	0	0
PTQ4DiT2026.05		97.17	96.2	98.96	61.32	71.11	84.95	124.2	0.477
PTQ4DiT2026.05		97.16	95.95	98.98	60.66	70.17	84.58	174.17	0.515
Q-ARVD2026.05		97.05	96.27	98.95	61	70.71	84.8	116.26	0.466
SmoothQuant2026.05		96.96	95.77	98.97	58.61	70.06	84.07	284.8	0.535
Adaround2026.05		96.89	96.05	98.96	60.79	70.12	84.56	156.7	0.474
SmoothQuant2026.05		96.72	95.82	98.89	59.24	71.05	84.34	220.3	0.513
Adaround2026.05		96.68	95.59	99.06	59.79	67.85	83.79	224.95	0.515
SVDQuant2026.05		96.67	95.71	98.7	58.29	70.09	83.89	215.32	0.542
SVDQuant2026.05		96.41	95.56	98.78	58.62	70.65	84	150.03	0.502
MinMax2026.05		96.11	94.95	99.04	57.84	67.3	83.05	321.32	0.534
MinMax2026.05		95.82	95	98.92	58.39	68.53	83.33	260.14	0.514