Novel View Synthesis on Replica (test)
35.79PSNRFSFSplatter
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FSFSplatterPer-scene optimization=true, GT camera parameters=false2025.10 | 35.79 | 96.5 | 0.095 | |
| PeRFParams (M)=1541.822026.06 | 35.41 | 96.8 | 0.053 | |
| Pano2RoomParams (M)=246.612026.06 | 33.31 | 95.3 | 0.078 | |
| VG2GTNumber of input views=32026.06 | 31.03 | 89.8 | 0.169 | |
| VG2GTNumber of input views=32026.06 | 31.03 | 89.8 | 0.169 | |
| VG2GTNumber of input views=102026.06 | 30.87 | 89.8 | 0.191 | |
| VG2GTNumber of input views=102026.06 | 30.87 | 89.8 | 0.191 | |
| VG2GTNumber of input views=202026.06 | 30.41 | 89.4 | 0.184 | |
| VG2GTNumber of input views=202026.06 | 30.41 | 89.4 | 0.184 | |
| UniSHARPInput Format=ERP2026.06 | 30.182 | 93.3 | 0.038 | |
| VG2GT(3DGS)Number of input views=102026.06 | 30.08 | 88.3 | 0.208 | |
| VG2GTNumber of input views=10, Variant=3DGS2026.06 | 30.08 | 88.3 | 0.208 | |
| VG2GT(3DGS)Number of input views=32026.06 | 29.87 | 87.6 | 0.184 | |
| VG2GTNumber of input views=3, Variant=3DGS2026.06 | 29.87 | 87.6 | 0.184 | |
| VG2GT(3DGS)Number of input views=202026.06 | 29.54 | 87.6 | 0.202 | |
| VG2GTNumber of input views=20, Variant=3DGS2026.06 | 29.54 | 87.6 | 0.202 | |
| YoNoSplatNumber of input views=102026.06 | 29.06 | 88.4 | 0.241 | |
| YoNoSplatNumber of input views=202026.06 | 28.76 | 87.8 | 0.239 | |
| VolSplatNumber of input views=102026.06 | 28.66 | 87.6 | 0.18 | |
| VolSplatNumber of input views=102026.06 | 28.66 | 87.6 | 0.18 | |
| YoNoSplatNumber of input views=32026.06 | 28.48 | 87.1 | 0.239 | |
| VolSplatNumber of input views=20, Resolution=256x2562026.06 | 28.27 | 86.5 | 0.185 | |
| FastPano3DParams (M)=132.782026.06 | 28.24 | 90.5 | 0.182 | |
| VolSplatNumber of input views=3, Resolution=256x2562026.06 | 27.77 | 90.9 | 0.127 | |
| AnySplatNumber of input views=32026.06 | 27.56 | 87.7 | 0.151 | |
| MVSplatNumber of input views=3, Resolution=256x2562026.06 | 27.27 | 88.9 | 0.095 | |
| AnySplatNumber of input views=102026.06 | 25.76 | 84.3 | 0.208 | |
| MVSplatNumber of input views=32026.06 | 25.7 | 83 | 0.24 | |
| MVSplatNumber of input views=32026.06 | 25.7 | 83 | 0.24 | |
| AnySplatNumber of input views=202026.06 | 25.4 | 83.7 | 0.205 | |
| Matrix3DInput Format=ERP2026.06 | 25.379 | 88.7 | 0.069 | |
| VolSplatNumber of input views=10, Resolution=256x2562026.06 | 25.07 | 80.4 | 0.371 | |
| DA3Number of input views=202026.06 | 25 | 81.2 | 0.213 | |
| FastSceneParams (M)=63.522026.06 | 24.61 | 82.5 | 0.196 | |
| MVSplatNumber of input views=102026.06 | 24.18 | 83.5 | 0.257 | |
| MVSplatNumber of input views=102026.06 | 24.18 | 83.5 | 0.257 | |
| MVSplatNumber of input views=202026.06 | 24.17 | 80.7 | 0.3 | |
| MVSplatNumber of input views=202026.06 | 24.17 | 80.7 | 0.3 | |
| DA3Number of input views=102026.06 | 23.83 | 80.4 | 0.243 | |
| DepthSplatNumber of input views=102026.06 | 23.64 | 79.7 | 0.42 | |
| DepthSplatNumber of input views=102026.06 | 23.64 | 79.7 | 0.42 | |
| DepthSplatNumber of input views=202026.06 | 23.55 | 78.8 | 0.419 | |
| DepthSplatNumber of input views=202026.06 | 23.55 | 78.8 | 0.419 | |
| FSFSplatterPer-scene optimization=false, GT camera parameters=false2025.10 | 23.51 | 75.8 | 0.382 | |
| LucidDreamerParams (M)=1066.732026.06 | 23.43 | 80.1 | 0.244 | |
| DepthSplatNumber of input views=10, Resolution=256x2562026.06 | 23.41 | 76.3 | 0.365 | |
| MVSplatNumber of input views=10, Resolution=256x2562026.06 | 23.33 | 81.5 | 0.201 | |
| DepthSplatNumber of input views=20, Resolution=256x2562026.06 | 23.32 | 75.2 | 0.369 | |
| DepthSplatNumber of input views=3, Resolution=256x2562026.06 | 23.15 | 79.4 | 0.303 | |
| MVSplatNumber of input views=20, Resolution=256x2562026.06 | 23.14 | 77.4 | 0.242 | |
| DepthSplatNumber of input views=32026.06 | 22.98 | 79.8 | 0.403 | |
| DepthSplatNumber of input views=32026.06 | 22.98 | 79.8 | 0.403 | |
| FatesGSGT camera parameters=false2025.10 | 22.53 | 80.8 | 0.402 | |
| 3DGSGT camera parameters=true2025.10 | 22.4 | 80.4 | 0.409 | |
| FatesGSGT camera parameters=true2025.10 | 22.28 | 80.6 | 0.402 | |
| VolSplatNumber of input views=202026.06 | 22.17 | 74.7 | 0.4 | |
| VolSplatNumber of input views=202026.06 | 22.17 | 74.7 | 0.4 | |
| PGSRGT camera parameters=true2025.10 | 22.07 | 77.3 | 0.418 | |
| 3DGSGT camera parameters=false2025.10 | 22.05 | 80.2 | 0.411 | |
| PGSRGT camera parameters=false2025.10 | 21.44 | 76.7 | 0.428 | |
| DA3Number of input views=32026.06 | 21.38 | 74.7 | 0.257 | |
| 2DGSGT camera parameters=true2025.10 | 21.35 | 80 | 0.416 | |
| PanoDreamerInput Format=ERP2026.06 | 21.289 | 79.3 | 0.137 | |
| 2DGSGT camera parameters=false2025.10 | 21.27 | 79.9 | 0.412 | |
| VolSplatNumber of input views=32026.06 | 19.26 | 68.1 | 0.453 | |
| VolSplatNumber of input views=32026.06 | 19.26 | 68.1 | 0.453 | |
| CF-3DGSGT camera parameters=false2025.10 | 18.34 | 69.5 | 0.387 | |
| FreeSplatterNumber of input views=32026.06 | 18.19 | 70.7 | 0.51 | |
| FreeSplatterNumber of input views=202026.06 | 16.85 | 69.9 | 0.53 | |
| FreeSplatterNumber of input views=102026.06 | 16.78 | 65.3 | 0.54 | |
| VGGTNumber of input views=202026.06 | 14.89 | 59.5 | 0.579 | |
| VGGTNumber of input views=102026.06 | 14.8 | 58.2 | 0.589 | |
| Free SplatterGT camera parameters=false2025.10 | 14.55 | 62.8 | 0.458 | |
| VGGTNumber of input views=32026.06 | 13.61 | 60.8 | 0.626 | |
| VGGTGT camera parameters=false2025.10 | 13.04 | 53.1 | 0.514 |