Novel View Synthesis on DeepBlending (test)
30.37PSNRNASGabor – 4 lobes
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NASGabor – 4 lobesParams=392026.06 | 30.37 | 0.914 | 0.286 | — | — | |
| NASGabor – 2 lobesParams=212026.06 | 30.24 | 0.915 | 0.287 | — | — | |
| StopThePop# Points=2.81 x 10^62025.12 | 29.92 | 0.905 | 0.234 | — | — | |
| NASGabor – 1 lobeParams=122026.06 | 29.91 | 0.911 | 0.29 | — | — | |
| Spherical VoronoiParams=482026.06 | 29.9 | 0.912 | 0.301 | — | — | |
| 3DGUT-MCMC + SHParams=482026.06 | 29.87 | 0.913 | 0.309 | — | — | |
| A2TG#GS=700k, Memory=189.42MB2026.01 | 29.86 | 0.9 | 0.187 | — | — | |
| A2TG#GS=1M2026.01 | 29.82 | 0.9 | 0.18 | 277 | 19 | |
| Beta Splatting + SHParams=482026.06 | 29.79 | 0.911 | 0.294 | — | — | |
| A2TG#GS=500k2026.01 | 29.71 | 0.899 | 0.193 | 140 | 21 | |
| Textured Gaussians*#GS=1M2026.01 | 29.64 | 0.897 | 0.185 | 488 | 110 | |
| 2DGS*-MCMC#GS=862k, Memory=200.00MB2026.01 | 29.63 | 0.898 | 0.192 | — | — | |
| Vol3DGS# Points=3.60 x 10^62025.12 | 29.61 | 0.905 | 0.242 | — | — | |
| 2DGS*-MCMC#GS=1M2026.01 | 29.6 | 0.898 | 0.19 | 232 | 0 | |
| Textured Gaussians*#GS=500k2026.01 | 29.6 | 0.898 | 0.195 | 244 | 110 | |
| 2DGS*#GS=1M2026.01 | 29.58 | 0.899 | 0.263 | 232 | 0 | |
| 2DGS + SHParams=482026.06 | 29.56 | 0.904 | 0.325 | — | — | |
| Spherical VoronoiParams=122026.06 | 29.56 | 0.907 | 0.301 | — | — | |
| Super Gaussians#GS=675k, Memory=199.72MB2026.01 | 29.52 | 0.905 | 0.26 | — | — | |
| Textured Gaussians*#GS=410k, Memory=200.00MB2026.01 | 29.51 | 0.897 | 0.198 | — | — | |
| Super Gaussians#GS=500k2026.01 | 29.49 | 0.903 | 0.266 | 148 | 27 | |
| 3DGS-MCMC + SHParams=482026.06 | 29.49 | 0.912 | 0.306 | — | — | |
| 2DGS#GS=1M2026.01 | 29.48 | 0.9 | 0.267 | 232 | 0 | |
| 3DGS# Points=2.98 x 10^62025.12 | 29.46 | 0.9 | 0.247 | — | — | |
| 2DGS*#GS=500k2026.01 | 29.45 | 0.894 | 0.279 | 116 | 0 | |
| 2DGS*-MCMC#GS=500k2026.01 | 29.45 | 0.896 | 0.202 | 116 | 0 | |
| A2TG#GS=200k, Memory=59.55MB2026.01 | 29.42 | 0.895 | 0.215 | — | — | |
| Super Gaussians#GS=1M2026.01 | 29.38 | 0.905 | 0.253 | 296 | 27 | |
| 2DGS#GS=500k2026.01 | 29.24 | 0.894 | 0.286 | 116 | 0 | |
| 2DGS*-MCMC#GS=259k, Memory=60.00MB2026.01 | 29.24 | 0.893 | 0.217 | — | — | |
| Beta Splatting + SBParams=152026.06 | 29.24 | 0.908 | 0.301 | — | — | |
| Textured Gaussians*#GS=123k, Memory=60.00MB2026.01 | 29.19 | 0.892 | 0.229 | — | — | |
| Textured Gaussians*#GS=100k2026.01 | 29.18 | 0.89 | 0.236 | 49 | 110 | |
| MB3DGS# Points=2.69 x 10^62025.12 | 29.14 | 0.9 | 0.248 | — | — | |
| A2TG#GS=100k2026.01 | 29.04 | 0.888 | 0.243 | 29 | 24 | |
| Super Gaussians#GS=203k, Memory=59.96MB2026.01 | 29.01 | 0.895 | 0.292 | — | — | |
| 2DGS*#GS=259k, Memory=60.00MB2026.01 | 28.89 | 0.889 | 0.302 | — | — | |
| BBSplat#GS=100k2026.01 | 28.78 | 0.894 | 0.268 | 433 | 1,764 | |
| BBSplat#GS=46k, Memory=200.00MB2026.01 | 28.73 | 0.893 | 0.275 | — | — | |
| 2DGS*-MCMC#GS=100k2026.01 | 28.69 | 0.883 | 0.253 | 24 | 0 | |
| BBSplat#GS=50k2026.01 | 28.68 | 0.893 | 0.273 | 216 | 1,764 | |
| Textured Gaussians*#GS=50k2026.01 | 28.59 | 0.88 | 0.271 | 25 | 110 | |
| 2DGS*#GS=100k2026.01 | 28.32 | 0.879 | 0.324 | 24 | 0 | |
| A2TG#GS=50k2026.01 | 28.26 | 0.876 | 0.283 | 15 | 24 | |
| EVER# Points=2.54 x 10^62025.12 | 28.12 | 0.891 | 0.353 | — | — | |
| Don't Splat2025.12 | 28.06 | 0.878 | — | — | — | |
| 2DGS*-MCMC#GS=50k2026.01 | 27.92 | 0.871 | 0.292 | 12 | 0 | |
| 2DGS#GS=100k2026.01 | 27.8 | 0.875 | 0.336 | 24 | 0 | |
| Super Gaussians#GS=100k2026.01 | 26.61 | 0.875 | 0.331 | 30 | 28 | |
| BBSplat#GS=14k, Memory=60.00MB2026.01 | 26.19 | 0.839 | 0.385 | — | — | |
| Textured Gaussians*#GS=10k2026.01 | 25.97 | 0.835 | 0.4 | 5 | 110 | |
| A2TG#GS=10k2026.01 | 25.5 | 0.827 | 0.421 | 3 | 18 | |
| 2DGS*-MCMC#GS=10k2026.01 | 25.13 | 0.822 | 0.436 | 3 | 0 |