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ResearchFormerly WizWand

Novel View Synthesis on Deep Blending official (test)

30.21PSNRScaffold-GS
22.77424.704526.63528.5655Aug 8, 2023Jan 7, 2024Jun 8, 2024Nov 8, 2024Apr 10, 2025Sep 10, 2025Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Scaffold-GS2023.1130.210.9060.254
StopThePopTrain Time=17m47s, VRAM=7.1GiB, #Gs=2.55M2026.0229.830.9070.304
3DGSTrain Time=19m43s, VRAM=8.1GiB, #Gs=2.47M2026.0229.810.9070.305
Taming-3DGSTrain Time=9m01s, VRAM=8.4GiB, #Gs=2.47M2026.0229.810.9060.305
Speedy-SplatTrain Time=18m40s, VRAM=7.1GiB, #Gs=2.55M2026.0229.790.9060.304
OursTrain Time=3m46s, VRAM=6.0GiB, #Gs=2.61M2026.0229.780.9060.304
Basis Impl.Train Time=17m15s, VRAM=6.0GiB, #Gs=2.52M2026.0229.740.9070.304
MaskGaussian-αλm=0.1, iterations=19,000 to 20,000, # GS (Millions)=0.694, FPS=637.12024.1229.690.9070.244
Compact3DGS# GS (Millions)=1.31, FPS=366.22024.1229.580.9030.248
RadSplat# GS (Millions)=1.515, FPS=345.32024.1229.550.9030.244
3DGS# GS (Millions)=2.815, FPS=201.32024.1229.530.9030.243
3DGS †source=directly adopted from original paper2024.1229.410.9030.243
3D Gaussian SplattingIterations=30K, Train time=36m2s, FPS=137, Memory=676MB2023.0829.410.9030.243
3D-GS2023.1129.410.9030.243
Mip-NeRF360Train time=48h, FPS=0.09, Memory=8.6MB2023.0829.40.9010.245
Mip-NeRF3602023.1129.40.9010.245
3D Gaussian SplattingIterations=7K, Train time=4m35s, FPS=172, Memory=386MB2023.0827.780.8750.317
InstantNGPConfiguration=Big, Train time=8m, FPS=2.79, Memory=48MB2023.0824.960.8170.39
InstantNGPConfiguration=Base, Train time=6m31s, FPS=3.26, Memory=13MB2023.0823.620.7970.423
iNPG2023.1123.620.7970.423
PlenoxelsTrain time=27m49s, FPS=11.2, Memory=2.7GB2023.0823.060.7950.51
Plenoxels2023.1123.060.7950.51