Open-vocabulary Semantic Segmentation on Mip-NeRF360 (novel views)
94.7mPALanguage Embedded 3D Gaussians
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Language Embedded 3D GaussiansFPS=89, Memory=11GB+12GB, Storage=15MB, Training Time=68min2023.11 | 94.7 | 75.3 | 57.8 | 81.5 | |
| 3DOVSFPS=0.17, Memory=57GB+15GB, Storage=205GB, Training Time=158min2023.11 | 90.5 | 52.9 | 45.8 | 55 | |
| LERFFPS=0.04, Memory=25GB+6GB, Storage=320MB, Training Time=54min2023.11 | 89 | 47.5 | 40.3 | 68.8 | |
| DFFFPS=0.202, Memory=42GB+14GB, Storage=41GB, Training Time=184min2023.11 | 81.7 | 12.4 | 9.1 | 19.9 |