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ResearchFormerly WizWand

Video representation on Bunny dataset

41.14PSNRHiNeRV
25.675229.690133.70537.7199Jun 16, 2023Dec 5, 2023May 25, 2024Nov 13, 2024May 4, 2025Oct 23, 2025Apr 13, 2026
Updated 6mo ago

Evaluation results

MethodLinks
HiNeRVScale=S, Size=3.25M, MACS=96G, Encoding FPS=20, Decoding FPS=76.72023.0641.14—
HiNeRV-AScale=S, Size=3.22M, MACS=76G, Encoding FPS=21.7, Decoding FPS=81.92023.0640.87—
HiNeRV-BScale=S, Size=3.25M, MACS=48G, Encoding FPS=44.5, Decoding FPS=114.92023.0639.78—
HiNeRVScale=XS, Size=1.59M, MACS=47G, Encoding FPS=27.7, Decoding FPS=103.92023.0638.94—
HiNeRV-AScale=XS, Size=1.57M, MACS=37G, Encoding FPS=30.8, Decoding FPS=109.92023.0638.84—
HNeRVDecoding FPS=96, Params=3.0M2026.04380.988
STGV (Ours)Decoding FPS=625, Params=3.0M2026.0437.930.99
HiNeRV-BScale=XS, Size=1.57M, MACS=24G, Encoding FPS=62.9, Decoding FPS=162.42023.0637.57—
D2GVDecoding FPS=403, Params=3.0M2026.0437.260.988
E-NeRVDecoding FPS=63, Params=3.0M2026.0437.060.9887
FFNeRVScale=S, Size=3.19M, MACS=102G, Encoding FPS=47.9, Decoding FPS=90.52023.0637.01—
HNeRVScale=S, Size=3.28M, MACS=94G, Encoding FPS=64.2, Decoding FPS=192.52023.0636.95—
HiNeRV-AScale=XXS, Size=0.76M, MACS=18G, Encoding FPS=41, Decoding FPS=139.22023.0636.5—
HiNeRVScale=XXS, Size=0.77M, MACS=23G, Encoding FPS=37.6, Decoding FPS=132.12023.0636.37—
GSVRDecoding FPS=816, Params=3.0M2026.0435.65—
HiNeRV-BScale=XXS, Size=0.79M, MACS=12G, Encoding FPS=75, Decoding FPS=196.62023.0635.31—
GaussianVideoDecoding FPS=475, Params=3.0M2026.0434.80.979
NeRVDecoding FPS=323, Params=3.0M2026.0434.20.977
FFNeRVScale=XS, Size=1.66M, MACS=58G, Encoding FPS=51.5, Decoding FPS=95.22023.0633.83—
HNeRVScale=XS, Size=1.66M, MACS=48G, Encoding FPS=80.8, Decoding FPS=251.62023.0633.68—
NeRVScale=S, Size=3.20M, MACS=101G, Encoding FPS=81.8, Decoding FPS=202.32023.0632.56—
HNeRVScale=XXS, Size=0.82M, MACS=23G, Encoding FPS=100, Decoding FPS=317.42023.0631.08—
FFNeRVScale=XXS, Size=0.91M, MACS=26G, Encoding FPS=62.1, Decoding FPS=108.42023.0630.37—
NeRVScale=XS, Size=1.64M, MACS=57G, Encoding FPS=93.6, Decoding FPS=229.12023.0629.61—
NeRVScale=XXS, Size=0.83M, MACS=25G, Encoding FPS=131.9, Decoding FPS=308.52023.0626.82—
SIRENDecoding FPS=29, Params=3.0M2026.0426.270.9197
E-NeRVModel Scale=XXS, Size=0.88M2023.06—0.9392
E-NeRVModel Scale=XS, Size=1.65M2023.06—0.9678
E-NeRVModel Scale=S, Size=3.31M2023.06—0.9873
FFNERVModel Scale=XXS, Size=0.91M2023.06—0.9559
FFNERVModel Scale=XS, Size=1.66M2023.06—0.9773
FFNERVModel Scale=S, Size=3.19M2023.06—0.9891
HiNeRVModel Scale=XXS, Size=0.77M2023.06—0.9861
HiNeRVModel Scale=XS, Size=1.59M2023.06—0.9922
HiNeRVModel Scale=S, Size=3.25M2023.06—0.9955
HNERVModel Scale=XXS, Size=0.82M2023.06—0.9558
HNERVModel Scale=XS, Size=1.66M2023.06—0.9773
HNERVModel Scale=S, Size=3.28M2023.06—0.9892
NeRVModel Scale=XXS, Size=0.83M2023.06—0.8441
NeRVModel Scale=XS, Size=1.64M2023.06—0.9189
NeRVModel Scale=S, Size=3.20M2023.06—0.9623
PS-NeRVModel Scale=XXS, Size=0.90M2023.06—0.9478
PS-NeRVModel Scale=XS, Size=1.68M2023.06—0.9632
PS-NeRVModel Scale=S, Size=3.35M2023.06—0.9769