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Novel View Synthesis on Farmland (FL) UAV-captured scene (test)

25.03PSNRUE4-NeRF
16.595618.785320.97523.1647Oct 20, 2023

Evaluation results

MethodLinks
UE4-NeRFFPS (2K)=55, Host Memory (GB)=~19, GPU Memory (GB)=~3, Training Time (mins)=~402023.1025.030.7040.287
Instant-NGPFPS (2K)=11, Host Memory (GB)=~10, GPU Memory (GB)=~32, Training Time (mins)=~152023.10220.6310.426
NeRFactoFPS (2K)=0.5, Host Memory (GB)=~14, GPU Memory (GB)=~3, Training Time (mins)=452023.1020.990.6630.389
Mega-NeRFFPS (2K)=X, Host Memory (GB)=X, GPU Memory (GB)=X, Training Time (mins)=~21602023.1017.370.230.546
Mobile-NeRFFPS (2K)=X, Host Memory (GB)=X, GPU Memory (GB)=X, Training Time (mins)=28802023.1016.920.230.419