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ResearchFormerly WizWand

Novel View Synthesis on Photo Tourism Trevi Fountain

24.97PSNRHarmoGS
15.786818.170920.55522.9391Jul 11, 2024Oct 30, 2024Feb 19, 2025Jun 11, 2025Oct 1, 2025Jan 21, 2026May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
HarmoGS2026.0524.9780.70.201
AsymGSmode=GS-GS2026.0524.52790.202
Geo-NVS-w2026.0124.583.10.203
AsymGSmode=EMA-GS2026.0523.8577.50.242
WildGaussiansTraining Time (GPU Hours)=7.2, Inference Speed (FPS)=1172024.0723.6376.60.228
WildGaussians2026.0323.6376.60.228
WildGaussian2026.0523.6376.60.228
RefinedFieldsTraining Time (GPU Hours)=150, Inference Speed (FPS)=<12024.0723.4273.7—
RefinedFields2026.0523.4273.7—
SWAGTraining Time (GPU Hours)=0.8, Inference Speed (FPS)=15, Source=Numbers from paper, unknown GPU2024.0723.181.50.208
NeRF-W2026.0123.0175.10.109
K-PlanesTraining Time (GPU Hours)=0.6, Inference Speed (FPS)=12024.0722.6771.40.317
K-Planes2026.0522.6771.40.317
NeRF-HuGS2026.0322.6374.80.195
Ours w/ Embed.Extension=Appearance Embeddings2026.0322.3578.50.176
Ha-NeRF2026.0122.1569.50.117
Ha-NeRFTraining Time (GPU Hours)=452, Inference Speed (FPS)=<12024.0720.18690.222
Ha-NeRF2026.0520.1869.10.223
GS-WTraining Time (GPU Hours)=1.2, Inference Speed (FPS)=51, Evaluation Protocol=NeRF-W evaluation protocol2024.0720.0672.30.274
GS-W2026.0520.0672.30.274
NeRF-W-reTraining Time (GPU Hours)=164, Inference Speed (FPS)=<12024.0718.9769.80.265
NeRF-W2026.0518.9769.80.265
3DGS2026.0317.6672.90.21
3DGSTraining Time (GPU Hours)=2.2, Inference Speed (FPS)=572024.0717.5870.90.266
3DGS2026.0517.5870.90.266
Mip-Splatting2026.0517.3668.40.319
Ours2026.0317.3169.10.261
NeRFTraining Time (GPU Hours)=-, Inference Speed (FPS)=<12024.0716.14600.366
NeRF2026.0516.1469.60.282