Video representation on Bunny dataset
41.14PSNRHiNeRV
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiNeRVScale=S, Size=3.25M, MACS=96G, Encoding FPS=20, Decoding FPS=76.72023.06 | 41.14 | — | |
| HiNeRV-AScale=S, Size=3.22M, MACS=76G, Encoding FPS=21.7, Decoding FPS=81.92023.06 | 40.87 | — | |
| HiNeRV-BScale=S, Size=3.25M, MACS=48G, Encoding FPS=44.5, Decoding FPS=114.92023.06 | 39.78 | — | |
| HiNeRVScale=XS, Size=1.59M, MACS=47G, Encoding FPS=27.7, Decoding FPS=103.92023.06 | 38.94 | — | |
| HiNeRV-AScale=XS, Size=1.57M, MACS=37G, Encoding FPS=30.8, Decoding FPS=109.92023.06 | 38.84 | — | |
| HNeRVDecoding FPS=96, Params=3.0M2026.04 | 38 | 0.988 | |
| STGV (Ours)Decoding FPS=625, Params=3.0M2026.04 | 37.93 | 0.99 | |
| HiNeRV-BScale=XS, Size=1.57M, MACS=24G, Encoding FPS=62.9, Decoding FPS=162.42023.06 | 37.57 | — | |
| D2GVDecoding FPS=403, Params=3.0M2026.04 | 37.26 | 0.988 | |
| E-NeRVDecoding FPS=63, Params=3.0M2026.04 | 37.06 | 0.9887 | |
| FFNeRVScale=S, Size=3.19M, MACS=102G, Encoding FPS=47.9, Decoding FPS=90.52023.06 | 37.01 | — | |
| HNeRVScale=S, Size=3.28M, MACS=94G, Encoding FPS=64.2, Decoding FPS=192.52023.06 | 36.95 | — | |
| HiNeRV-AScale=XXS, Size=0.76M, MACS=18G, Encoding FPS=41, Decoding FPS=139.22023.06 | 36.5 | — | |
| HiNeRVScale=XXS, Size=0.77M, MACS=23G, Encoding FPS=37.6, Decoding FPS=132.12023.06 | 36.37 | — | |
| GSVRDecoding FPS=816, Params=3.0M2026.04 | 35.65 | — | |
| HiNeRV-BScale=XXS, Size=0.79M, MACS=12G, Encoding FPS=75, Decoding FPS=196.62023.06 | 35.31 | — | |
| GaussianVideoDecoding FPS=475, Params=3.0M2026.04 | 34.8 | 0.979 | |
| NeRVDecoding FPS=323, Params=3.0M2026.04 | 34.2 | 0.977 | |
| FFNeRVScale=XS, Size=1.66M, MACS=58G, Encoding FPS=51.5, Decoding FPS=95.22023.06 | 33.83 | — | |
| HNeRVScale=XS, Size=1.66M, MACS=48G, Encoding FPS=80.8, Decoding FPS=251.62023.06 | 33.68 | — | |
| NeRVScale=S, Size=3.20M, MACS=101G, Encoding FPS=81.8, Decoding FPS=202.32023.06 | 32.56 | — | |
| HNeRVScale=XXS, Size=0.82M, MACS=23G, Encoding FPS=100, Decoding FPS=317.42023.06 | 31.08 | — | |
| FFNeRVScale=XXS, Size=0.91M, MACS=26G, Encoding FPS=62.1, Decoding FPS=108.42023.06 | 30.37 | — | |
| NeRVScale=XS, Size=1.64M, MACS=57G, Encoding FPS=93.6, Decoding FPS=229.12023.06 | 29.61 | — | |
| NeRVScale=XXS, Size=0.83M, MACS=25G, Encoding FPS=131.9, Decoding FPS=308.52023.06 | 26.82 | — | |
| SIRENDecoding FPS=29, Params=3.0M2026.04 | 26.27 | 0.9197 | |
| 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 |