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Novel View Synthesis on Neu3D (test)

33.19PSNRFreeTimeGS
30.5931.26531.9432.615Oct 12, 2023Feb 19, 2024Jun 29, 2024Nov 7, 2024Mar 18, 2025Jul 27, 2025Dec 5, 2025

Evaluation results

MethodLinks
FreeTimeGS2025.1233.19—0.036——125
Im4DRendering Resolution=1352×1014, Training Time=28 mins, FPS=~5, Storage=93 MB2023.1032.58—0.208———
MSTHRendering Resolution=1352×1014, Training Time=20 mins, FPS=2, Fixed-view Rendering FPS=15+, Storage=135 MB2023.1032.370.0150.056———
TED-4DGSRate Configuration=high rate2025.1232.25—0.0510.972732.26
STG2025.1232.04—0.0440.974110175
4DGS2025.1232.01—0.0550.9861141,000
4DGaussians2025.1231.72—0.0490.9843438
HexPlane-allRendering Resolution=1024x768, Exclude scene=coffee martini, Training Time=12 hours, FPS=0.2, Storage=250 MB2023.1031.70.0140.075———
Light4GSRate Configuration=high rate2025.1231.69—0.053—375.46
ADC-GSRate Configuration=high rate2025.1231.67—0.0610.9811106.57
KPlanesRendering Resolution=1352×1014, Training Time=1.8 hours, FPS=0.3, Storage=309 MB2023.1031.63—————
TED-4DGSRate Configuration=low rate2025.1231.63—0.0610.969781.73
Light4GSRate Configuration=low rate2025.1231.48—0.064—403.77
ADC-GSRate Configuration=low rate2025.1231.41—0.0660.9721264.04
E-D3DGS2025.1231.2—0.030.9744240
4D-GSRendering Resolution=1352×1014, Training Time=40 mins, FPS=30, Storage=90 MB2023.1031.150.0160.049———
HyperReelRendering Resolution=1352×1014, Training Time=9 hours, FPS=2, Storage=360 MB2023.1031.10.0360.096———
NeRFPlayerRendering Resolution=1352×1014, Training Time=6 hours, FPS=0.0452023.1030.690.0340.111———