Novel View Synthesis on Mip-NeRF360 (novel views)
29.826PSNRLanguage Embedded 3D Gaussians
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Language Embedded 3D GaussiansFPS=89, Memory=11GB+12GB, Storage=15MB, Training Time=68min2023.11 | 29.826 | 0.901 | 0.112 | — | |
| 3DOVSFPS=0.17, Memory=57GB+15GB, Storage=205GB, Training Time=158min2023.11 | 25.782 | 0.733 | 0.295 | — | |
| LERFFPS=0.04, Memory=25GB+6GB, Storage=320MB, Training Time=54min2023.11 | 25.749 | 0.811 | 0.317 | — | |
| DFFFPS=0.202, Memory=42GB+14GB, Storage=41GB, Training Time=184min2023.11 | 25.378 | 0.712 | 0.312 | — | |
| IPSMExperiments=Exp. 1, Number of views=22024.12 | 12.85 | 0.243 | 0.677 | 0.313 | |
| IPSMExperiments=Mean, Number of views=22024.12 | 12.8 | 0.243 | 0.677 | 0.314 | |
| IPSMExperiments=Exp. 2, Number of views=22024.12 | 12.78 | 0.245 | 0.675 | 0.314 | |
| IPSMExperiments=Exp. 3, Number of views=22024.12 | 12.77 | 0.242 | 0.678 | 0.315 | |
| DNGaussianExperiments=Exp. 1, Number of views=22024.12 | 10.53 | 0.142 | 0.705 | 0.387 | |
| DNGaussianExperiments=Mean, Number of views=22024.12 | 10.5 | 0.142 | 0.705 | 0.387 | |
| DNGaussianExperiments=Exp. 2, Number of views=22024.12 | 10.49 | 0.141 | 0.704 | 0.388 | |
| DNGaussianExperiments=Exp. 3, Number of views=22024.12 | 10.49 | 0.142 | 0.705 | 0.388 |