Novel View Synthesis on Photo Tourism Sacre Coeur
25.4PSNRHa-NeRF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ha-NeRF2026.01 | 25.4 | 87.7 | 0.124 | |
| NeRF-W2026.01 | 25.11 | 85.9 | 0.141 | |
| HarmoGS2026.05 | 24.58 | 89.2 | 0.143 | |
| AsymGSmode=GS-GS2026.05 | 23.78 | 88.7 | 0.139 | |
| AsymGSmode=EMA-GS2026.05 | 23.37 | 88.2 | 0.15 | |
| Geo-NVS-w2026.01 | 23.23 | 85 | 0.16 | |
| Ours w/ Embed.Extension=Appearance Embeddings2026.03 | 22.68 | 87.3 | 0.126 | |
| WildGaussiansTraining Time (GPU Hours)=7.2, Inference Speed (FPS)=1172024.07 | 22.56 | 85.9 | 0.177 | |
| WildGaussians2026.03 | 22.56 | 85.9 | 0.177 | |
| WildGaussian2026.05 | 22.56 | 85.9 | 0.177 | |
| RefinedFieldsTraining Time (GPU Hours)=150, Inference Speed (FPS)=<12024.07 | 22.26 | 81.7 | — | |
| RefinedFields2026.05 | 22.26 | 81.7 | — | |
| SWAGTraining Time (GPU Hours)=0.8, Inference Speed (FPS)=15, Source=Numbers from paper, unknown GPU2024.07 | 21.16 | 86 | 0.185 | |
| NeRF-HuGS2026.03 | 21.09 | 81.9 | 0.169 | |
| K-PlanesTraining Time (GPU Hours)=0.6, Inference Speed (FPS)=12024.07 | 20.61 | 77.4 | 0.265 | |
| K-Planes2026.05 | 20.61 | 77.4 | 0.265 | |
| Ha-NeRFTraining Time (GPU Hours)=452, Inference Speed (FPS)=<12024.07 | 20.02 | 80.1 | 0.171 | |
| Ha-NeRF2026.05 | 20.02 | 80.1 | 0.171 | |
| GS-WTraining Time (GPU Hours)=1.2, Inference Speed (FPS)=51, Evaluation Protocol=NeRF-W evaluation protocol2024.07 | 19.39 | 82.5 | 0.211 | |
| GS-W2026.05 | 19.39 | 82.5 | 0.211 | |
| NeRF-W-reTraining Time (GPU Hours)=164, Inference Speed (FPS)=<12024.07 | 19.2 | 80.7 | 0.191 | |
| NeRF-W2026.05 | 19.2 | 80.3 | 0.192 | |
| Mip-Splatting2026.05 | 17.54 | 83.1 | 0.203 | |
| 3DGSTraining Time (GPU Hours)=2.2, Inference Speed (FPS)=572024.07 | 17.44 | 83.5 | 0.204 | |
| 3DGS2026.05 | 17.44 | 83.5 | 0.204 | |
| 3DGS2026.03 | 16.73 | 83.3 | 0.166 | |
| Ours2026.03 | 16.56 | 82.2 | 0.177 | |
| NeRFTraining Time (GPU Hours)=-, Inference Speed (FPS)=<12024.07 | 15.6 | 71.5 | 0.291 | |
| NeRF2026.05 | 15.6 | 84.6 | 0.163 |