Video Super-Resolution on MVSR4x

22.82PSNRLSGQuant

Evaluation Results

Method
LSGQuant2026.02	22.82	0.7492	0.3317	0.2715	0.4543	58.9	0.3529	0.4257	0.52
WAN2026.02	22.8	0.7434	0.3353	0.2661	0.4794	63.49	0.3904	0.502	0.46
SVDQuant2026.02	22.79	0.7419	0.3374	0.2689	0.4778	63.62	0.3893	0.4957	0.47
LSGQuant2026.02	22.79	0.742	0.3337	0.2655	0.479	63.74	0.3903	0.5072	0.47
MGLD-VSR2026.03	22.77	0.7418	0.3568	0.2245	—	—	—	—	—
MGLD-VSR2025.10	22.77	0.7417	0.3568	0.2245	0.3769	53.46	—	0.6214	1.55
QuaRot2026.02	22.75	0.7438	0.3401	0.2693	0.4759	63.47	0.3907	0.4911	0.44
MinMax2026.02	22.68	0.746	0.3373	0.2712	0.4878	62.79	0.3771	0.4606	0.43
OASIS2025.09	22.66	0.7428	0.3246	—	0.5711	—	—	0.7243	0.87
MGLD-VSR2025.09	22.58	0.7399	0.3486	—	0.3738	—	—	0.6062	1.51
SmoothQuant2026.02	22.56	0.7438	0.3374	0.2724	0.487	63.13	0.3885	0.4915	0.41
ViDiT-Q2026.02	22.56	0.7435	0.3365	0.274	0.4811	62.92	0.3851	0.4939	0.39
ChopGrad2026.03	22.55	0.755	0.3212	0.2071	—	—	—	—	—
InfVSR2025.10	22.49	0.7373	0.3452	0.2107	0.5229	64.03	—	0.6872	1.03
RealESRGAN2026.03	22.47	0.7412	0.4534	0.3021	—	—	—	—	—
RealViFormer2025.10	22.44	0.719	0.3997	0.2453	0.5206	61.99	—	0.6451	1.25
STAR2026.03	22.42	0.7421	0.4311	0.2714	—	—	—	—	—
DOVE2026.03	22.42	0.7523	0.3476	0.2363	—	—	—	—	—
STAR2025.09	22.42	0.7421	0.4311	—	0.2674	—	—	0.2137	0.61
STAR2025.10	22.42	0.7421	0.4311	0.2714	0.2674	32.24	—	0.2137	0.61
QuaRot2026.02	22.37	0.7422	0.3773	0.299	0.4121	56.7	0.2988	0.3357	0.75
Upscale-A-Video2025.09	22.35	0.7327	0.4012	—	0.3235	—	—	0.4276	0.66
SeedVR2 + MoMo2026.05	22.35	0.7641	0.3566	0.2299	0.2377	31.76	0.2176	0.2369	—
SeedVR2 + TLBVFI2026.05	22.3	0.7633	0.356	0.2295	0.2392	32.12	0.2191	0.2382	—
SeedVR2 + BiM-VFI2026.05	22.27	0.7657	0.3592	0.2289	0.2117	32.65	0.2163	0.2401	—
DiffST2026.05	22.24	0.7446	0.332	0.2233	0.4565	60.99	0.3591	0.6739	—
SeedVR2025.09	22.16	0.7407	0.4543	—	0.2271	—	—	0.1554	2.28
STAR + BiM-VFI2026.05	22.07	0.7343	0.4405	0.2636	0.2712	35.93	0.2931	0.2566	—
STAR + MoMo2026.05	22.01	0.7344	0.4332	0.2636	0.2855	34.95	0.2908	0.244	—
STAR + TLBVFI2026.05	21.95	0.7349	0.4314	0.2612	0.2808	34.94	0.2907	0.2397	—
SeedVR22025.10	21.88	0.7678	0.3615	0.2141	0.2371	35.29	—	0.3098	1.08
SeedVR + BiM-VFI2026.05	21.81	0.7252	0.4171	0.2299	0.248	38.77	0.235	0.3163	—
RealBasicVSR2026.03	21.8	0.7045	0.4235	0.2498	—	—	—	—	—
RealBasicVSR2025.09	21.8	0.7045	0.4235	—	0.4118	—	—	0.6846	1.69
SeedVR + MoMo2026.05	21.8	0.7254	0.4123	0.233	0.2908	38.07	0.2393	0.3063	—
RealBasicVSR2025.10	21.8	0.7045	0.4235	0.2498	0.4118	62.96	—	0.6846	1.69
SeedVR + TLBVFI2026.05	21.78	0.7262	0.4075	0.2319	0.293	38.2	0.2391	0.3126	—
SeedVR22025.09	21.72	0.7566	0.3667	—	0.2243	—	—	0.2219	1.33
SVDQuant2026.02	21.69	0.7289	0.4559	0.378	0.4141	39.8	0.2717	0.1615	0.62
ResShift2026.03	21.58	0.6473	0.5945	0.3351	—	—	—	—	—
SeedVR2025.10	21.54	0.6869	0.4944	0.2229	0.2272	42.56	—	0.3548	2.73
ViDiT-Q2026.02	21.06	0.7351	0.4613	0.3877	0.2997	26.34	0.2307	0.1046	0.63
SmoothQuant2026.02	21.05	0.7226	0.4934	0.4091	0.2728	28.73	0.2261	0.0891	0.95
MinMax2026.02	20.89	0.7139	0.5288	0.4203	0.2549	25.35	0.3416	0.0661	1.07
VEnhancer2026.03	20.5	0.7117	0.4471	0.28	—	—	—	—	—
VEnhancer2025.09	20.5	0.7117	0.4471	—	0.3104	—	—	0.3164	0.62
Upscale-A-Video2026.03	20.42	0.6117	0.4717	0.2673	—	—	—	—	—
Upscale-A-Video2025.10	20.42	0.6117	0.4717	0.2673	0.6106	69.8	—	0.7221	5.07
VEnhancer2026.05	20.37	0.7112	0.4562	0.2779	0.298	37.96	0.3207	0.3064	—