Novel View Synthesis on GSO
33.08PSNRLSRM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LSRMResolution (S_img = S_vol)=96, 3D-aware block routing=w/ routing2026.04 | 33.08 | 97.1 | 0.028 | — | |
| LSRMResolution (S_img = S_vol)=96, 3D-aware block routing=w/o routing2026.04 | 32.72 | 96.8 | 0.032 | — | |
| LSRMResolution (S_img = S_vol)=64, 3D-aware block routing=w/ routing2026.04 | 31.93 | 96.2 | 0.04 | — | |
| LVSMKnown Input Cam=true, Size=2562025.03 | 31.71 | 95.7 | 0.027 | — | |
| LSRMResolution (S_img = S_vol)=64, 3D-aware block routing=w/o routing2026.04 | 31.34 | 95.6 | 0.045 | — | |
| LIRM2026.04 | 30.65 | 94.9 | 0.054 | — | |
| GS-LRM2026.04 | 30.52 | 95.2 | 0.05 | — | |
| VGGTKnown Input Cam=false, Size=224, small training set=only 20%2025.03 | 30.41 | 94.9 | 0.033 | — | |
| GS-LRMKnown Input Cam=true, Size=2562025.03 | 29.59 | 94.4 | 0.051 | — | |
| OrbitNVSNumber of reference views=3, Camera trajectory elevation=0°2026.03 | 28.8 | 94 | 0.04 | — | |
| LSRMVariant=Dense model2026.04 | 28.45 | 93.4 | 0.079 | — | |
| SEVANumber of reference views=3, Camera trajectory elevation=0°2026.03 | 28.3 | 94 | 0.04 | — | |
| Mesh-LRM2026.04 | 28.13 | 92.3 | 0.093 | — | |
| OrbitNVSNumber of reference views=2, Camera trajectory elevation=0°2026.03 | 26.5 | 92 | 0.06 | — | |
| EscherNetNumber of reference views=3, Camera trajectory elevation=0°2026.03 | 26.3 | 91 | 0.06 | — | |
| SEVANumber of reference views=2, Camera trajectory elevation=0°2026.03 | 25.7 | 92 | 0.07 | — | |
| OrbitNVSNumber of reference views=1, Camera trajectory elevation=0°2026.03 | 23.7 | 89 | 0.11 | — | |
| EscherNetNumber of reference views=2, Camera trajectory elevation=0°2026.03 | 23.4 | 87 | 0.13 | — | |
| LGMKnown Input Cam=true, Size=2562025.03 | 21.44 | 83.2 | 0.122 | — | |
| EscherNetNumber of reference views=1, Camera trajectory elevation=0°2026.03 | 20.9 | 85 | 0.15 | — | |
| SyncDreamer2023.09 | 20.05 | 79.8 | 0.146 | 1,123 | |
| GlobalNVS#Input Views=52026.07 | 19.07 | 87.1 | 0.128 | — | |
| Zero123implementation=ThreeStudio2023.09 | 18.93 | 77.9 | 0.166 | 95 | |
| SV3DNumber of reference views=1, Camera trajectory elevation=0°2026.03 | 18.9 | 88 | 0.18 | — | |
| GlobalNVS#Input Views=32026.07 | 18.52 | 86.6 | 0.136 | — | |
| SEVANumber of reference views=1, Camera trajectory elevation=0°2026.03 | 18.3 | 87 | 0.15 | — | |
| GlobalNVS#Input Views=22026.07 | 18.11 | 86.3 | 0.142 | — | |
| EscherNet#Input Views=52026.07 | 17.97 | 86.5 | 0.172 | — | |
| EscherNet#Input Views=32026.07 | 17.58 | 86 | 0.18 | — | |
| EscherNet#Input Views=22026.07 | 17.25 | 85.5 | 0.187 | — | |
| GlobalNVS#Input Views=12026.07 | 17.25 | 85.5 | 0.163 | — | |
| SEVA#Input Views=52026.07 | 16.39 | 84.9 | 0.17 | — | |
| SEVA#Input Views=32026.07 | 16.13 | 84.4 | 0.176 | — | |
| SEVA#Input Views=22026.07 | 15.85 | 83.9 | 0.181 | — | |
| RealFusion2023.09 | 15.26 | 72.2 | 0.283 | 4,010 | |
| SEVA#Input Views=12026.07 | 15.2 | 83.4 | 0.188 | — | |
| EscherNet#Input Views=12026.07 | 14.9 | 83.2 | 0.23 | — |