3D Scene Representation on Multi-Object Scalability
0.4Memory Footprint (GB)Fused-Planes-ULW
Evaluation Results
| Method | Links | |
|---|---|---|
| Fused-Planes-ULWPlanar=true, N=10002024.10 | 0.4 | |
| Fused-Planes-ULWPlanar=true, N=20002024.10 | 0.4 | |
| Fused-Planes-ULWPlanar=true, N=50002024.10 | 0.4 | |
| Fused-Planes-ULWPlanar=true, N=100002024.10 | 0.4 | |
| Fused-Planes-ULWPlanar=true, N=200002024.10 | 0.4 | |
| Fused-PlanesPlanar=true, N=10002024.10 | 0.8 | |
| Fused-PlanesPlanar=true, N=20002024.10 | 1.3 | |
| Tri-PlanesPlanar=true, N=10002024.10 | 1.5 | |
| Fused-PlanesPlanar=true, N=50002024.10 | 2.7 | |
| Tri-PlanesPlanar=true, N=20002024.10 | 2.9 | |
| Fused-PlanesPlanar=true, N=100002024.10 | 5 | |
| Tri-PlanesPlanar=true, N=50002024.10 | 7.3 | |
| Fused-PlanesPlanar=true, N=200002024.10 | 9.7 | |
| Tri-PlanesPlanar=true, N=100002024.10 | 14.6 | |
| Vanilla-NeRFPlanar=false, N=10002024.10 | 21.5 | |
| 3DGSPlanar=false, N=10002024.10 | 27 | |
| Tri-PlanesPlanar=true, N=200002024.10 | 29.3 | |
| Vanilla-NeRFPlanar=false, N=20002024.10 | 43 | |
| 3DGSPlanar=false, N=20002024.10 | 54 | |
| Vanilla-NeRFPlanar=false, N=50002024.10 | 107.4 | |
| 3DGSPlanar=false, N=50002024.10 | 135.1 | |
| Instant-NGPPlanar=false, N=10002024.10 | 184.7 | |
| TensoRFPlanar=false, N=10002024.10 | 203.4 | |
| Vanilla-NeRFPlanar=false, N=100002024.10 | 214.8 | |
| 3DGSPlanar=false, N=100002024.10 | 270.1 | |
| Instant-NGPPlanar=false, N=20002024.10 | 369.4 | |
| K-PlanesPlanar=true, N=10002024.10 | 400.6 | |
| TensoRFPlanar=false, N=20002024.10 | 406.9 | |
| Vanilla-NeRFPlanar=false, N=200002024.10 | 429.7 | |
| 3DGSPlanar=false, N=200002024.10 | 540.2 | |
| K-PlanesPlanar=true, N=20002024.10 | 801.1 | |
| Instant-NGPPlanar=false, N=50002024.10 | 923.5 | |
| TensoRFPlanar=false, N=50002024.10 | 1,017.2 | |
| Instant-NGPPlanar=false, N=100002024.10 | 1,847 | |
| K-PlanesPlanar=true, N=50002024.10 | 2,002.8 | |
| TensoRFPlanar=false, N=100002024.10 | 2,034.4 | |
| Instant-NGPPlanar=false, N=200002024.10 | 3,694 | |
| K-PlanesPlanar=true, N=100002024.10 | 4,005.6 | |
| TensoRFPlanar=false, N=200002024.10 | 4,068.7 | |
| K-PlanesPlanar=true, N=200002024.10 | 8,011.1 |