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ResearchFormerly WizWand

Novel View Synthesis on Photo Tourism Sacre Coeur

25.4PSNRHa-NeRF
15.20817.85420.523.146Jul 11, 2024Oct 30, 2024Feb 19, 2025Jun 11, 2025Oct 1, 2025Jan 21, 2026May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Ha-NeRF2026.0125.487.70.124
NeRF-W2026.0125.1185.90.141
HarmoGS2026.0524.5889.20.143
AsymGSmode=GS-GS2026.0523.7888.70.139
AsymGSmode=EMA-GS2026.0523.3788.20.15
Geo-NVS-w2026.0123.23850.16
Ours w/ Embed.Extension=Appearance Embeddings2026.0322.6887.30.126
WildGaussiansTraining Time (GPU Hours)=7.2, Inference Speed (FPS)=1172024.0722.5685.90.177
WildGaussians2026.0322.5685.90.177
WildGaussian2026.0522.5685.90.177
RefinedFieldsTraining Time (GPU Hours)=150, Inference Speed (FPS)=<12024.0722.2681.7—
RefinedFields2026.0522.2681.7—
SWAGTraining Time (GPU Hours)=0.8, Inference Speed (FPS)=15, Source=Numbers from paper, unknown GPU2024.0721.16860.185
NeRF-HuGS2026.0321.0981.90.169
K-PlanesTraining Time (GPU Hours)=0.6, Inference Speed (FPS)=12024.0720.6177.40.265
K-Planes2026.0520.6177.40.265
Ha-NeRFTraining Time (GPU Hours)=452, Inference Speed (FPS)=<12024.0720.0280.10.171
Ha-NeRF2026.0520.0280.10.171
GS-WTraining Time (GPU Hours)=1.2, Inference Speed (FPS)=51, Evaluation Protocol=NeRF-W evaluation protocol2024.0719.3982.50.211
GS-W2026.0519.3982.50.211
NeRF-W-reTraining Time (GPU Hours)=164, Inference Speed (FPS)=<12024.0719.280.70.191
NeRF-W2026.0519.280.30.192
Mip-Splatting2026.0517.5483.10.203
3DGSTraining Time (GPU Hours)=2.2, Inference Speed (FPS)=572024.0717.4483.50.204
3DGS2026.0517.4483.50.204
3DGS2026.0316.7383.30.166
Ours2026.0316.5682.20.177
NeRFTraining Time (GPU Hours)=-, Inference Speed (FPS)=<12024.0715.671.50.291
NeRF2026.0515.684.60.163