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ResearchFormerly WizWand

Novel View Synthesis on HyperNeRF (vrig)

25.5PSNRGS-DMSR
19.46821.03422.624.166Oct 12, 2023Feb 25, 2024Jul 11, 2024Nov 25, 2024Apr 10, 2025Aug 25, 2025Jan 9, 2026
Updated 8mo ago

Evaluation results

MethodLinks
GS-DMSRrendering_resolution=960×540, training_time=26 mins, FPS=282026.0125.50.853
4D-GSRendering Resolution=960x540, Training Time=30 mins, FPS=34, Storage (MB)=612023.1025.20.845
4D-GSrendering_resolution=960×540, training_time=30 mins, FPS=342026.0125.20.845
4DGSTraining time=1.2 hour, Rendering speed (FPS)=24.9, Storage (MB)=61, GPU=NVIDIA RTX 30902025.01250.838
MoDec-GSTraining time=1.2 hour, Rendering speed (FPS)=23.8, Storage (MB)=28, GPU=NVIDIA RTX A60002025.01250.836
V4DRendering Resolution=960x540, Training Time=5.5 hours, FPS=0.29, Storage (MB)=3772023.1024.80.832
V4DTraining time=5.5 hours, Rendering speed (FPS)=0.29, Storage (MB)=3772025.0124.80.832
V4Drendering_resolution=960×540, training_time=5.5 hours, FPS=0.292026.0124.80.832
TiNeuVox-BRendering Resolution=960x540, Training Time=30 mins, FPS=1, Storage (MB)=482023.1024.30.836
TiNeuVox-BTraining time=30 mins, Rendering speed (FPS)=1, Storage (MB)=48, GPU=NVIDIA RTX 30902025.0124.30.836
TiNeuVox-Brendering_resolution=960×540, training_time=30 mins, FPS=12026.0124.30.836
FFDNeRFRendering Resolution=960x540, FPS=0.05, Storage (MB)=4402023.1024.20.842
FFDNERFRendering speed (FPS)=0.05, Storage (MB)=440, GPU=NVIDIA RTX 30902025.0124.20.842
FFDNeRFrendering_resolution=960×540, FPS=0.052026.0124.20.842
HyperNeRFRendering Resolution=960x540, Training Time=32 hours, FPS=< 12023.1022.40.814
HyperNeRFTraining time=32 hours, Rendering speed (FPS)=<1, GPU=NVIDIA RTX 30902025.0122.40.814
HyperNeRFrendering_resolution=960×540, training_time=32 hours, FPS=< 12026.0122.40.814
NerfiesRendering Resolution=960x540, Training Time=~ hours, FPS=< 12023.1022.20.803
NerfiesTraining time=~ hours, Rendering speed (FPS)=<1, GPU=NVIDIA RTX 30902025.0122.20.803
Nerfiesrendering_resolution=960×540, training_time=~ hours, FPS=< 12026.0122.20.803
3D-GSRendering Resolution=960x540, Training Time=40 mins, FPS=55, Storage (MB)=522023.1019.70.68
3DGSTraining time=40 mins, Rendering speed (FPS)=55, Storage (MB)=52, GPU=NVIDIA RTX 30902025.0119.70.68
3D-GSrendering_resolution=960×540, training_time=40 mins, FPS=552026.0119.70.68