3D Scene Reconstruction on ShapeNet Cars
5.2Total Training Time (days)Instant-NGP
Evaluation Results
| Method | Links | |
|---|---|---|
| Instant-NGPPlanar=false, N=10002024.10 | 5.2 | |
| 3DGSPlanar=false, N=10002024.10 | 6.5 | |
| Fused-Planes-ULWPlanar=true, N=10002024.10 | 7.2 | |
| Fused-PlanesPlanar=true, N=10002024.10 | 8.3 | |
| Instant-NGPPlanar=false, N=20002024.10 | 10.4 | |
| Fused-Planes-ULWPlanar=true, N=20002024.10 | 12.2 | |
| 3DGSPlanar=false, N=20002024.10 | 13 | |
| Fused-PlanesPlanar=true, N=20002024.10 | 14.5 | |
| Instant-NGPPlanar=false, N=50002024.10 | 26.1 | |
| Fused-Planes-ULWPlanar=true, N=50002024.10 | 27.1 | |
| 3DGSPlanar=false, N=50002024.10 | 32.5 | |
| Fused-PlanesPlanar=true, N=50002024.10 | 33.2 | |
| Tri-PlanesPlanar=true, N=10002024.10 | 44.7 | |
| TensoRFPlanar=false, N=10002024.10 | 47.9 | |
| Fused-Planes-ULWPlanar=true, N=100002024.10 | 52 | |
| Instant-NGPPlanar=false, N=100002024.10 | 52.2 | |
| K-PlanesPlanar=true, N=10002024.10 | 52.3 | |
| Fused-PlanesPlanar=true, N=100002024.10 | 64.3 | |
| 3DGSPlanar=false, N=100002024.10 | 65.1 | |
| Tri-PlanesPlanar=true, N=20002024.10 | 89.3 | |
| TensoRFPlanar=false, N=20002024.10 | 95.7 | |
| Fused-Planes-ULWPlanar=true, N=200002024.10 | 101.7 | |
| Instant-NGPPlanar=false, N=200002024.10 | 104.4 | |
| K-PlanesPlanar=true, N=20002024.10 | 104.7 | |
| Fused-PlanesPlanar=true, N=200002024.10 | 126.5 | |
| 3DGSPlanar=false, N=200002024.10 | 130.1 | |
| Tri-PlanesPlanar=true, N=50002024.10 | 223.3 | |
| TensoRFPlanar=false, N=50002024.10 | 239.3 | |
| K-PlanesPlanar=true, N=50002024.10 | 261.6 | |
| Vanilla-NeRFPlanar=false, N=10002024.10 | 442.2 | |
| Tri-PlanesPlanar=true, N=100002024.10 | 446.7 | |
| TensoRFPlanar=false, N=100002024.10 | 478.7 | |
| K-PlanesPlanar=true, N=100002024.10 | 523.3 | |
| Vanilla-NeRFPlanar=false, N=20002024.10 | 884.4 | |
| Tri-PlanesPlanar=true, N=200002024.10 | 893.3 | |
| TensoRFPlanar=false, N=200002024.10 | 957.4 | |
| K-PlanesPlanar=true, N=200002024.10 | 1,046.5 | |
| Vanilla-NeRFPlanar=false, N=50002024.10 | 2,211.1 | |
| Vanilla-NeRFPlanar=false, N=100002024.10 | 4,422.2 | |
| Vanilla-NeRFPlanar=false, N=200002024.10 | 8,844.4 |