Novel View Synthesis on Novel View Synthesis
28.973PSNRSPFSplatV2-L
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SPFSplatV2-LTraining FLOPs (T)=0.849, Training Time (s)=0.143, Mem. (GB)=7.044, Hardware=NVIDIA A100 GPU, Input Resolution=224x224, Input Views=102025.09 | 28.973 | 0.922 | 0.083 | |
| SPFSplatV2Training FLOPs (T)=0.515, Training Time (s)=0.082, Mem. (GB)=4.891, Hardware=NVIDIA A100 GPU, Input Resolution=256x256, Input Views=102025.09 | 28.188 | 0.901 | 0.106 | |
| SPFSplatV2-LTraining FLOPs (T)=0.849, Training Time (s)=0.143, Mem. (GB)=7.044, Hardware=NVIDIA A100 GPU, Input Resolution=224x224, Input Views=52025.09 | 28.141 | 0.907 | 0.094 | |
| SPFSplatV2-LTraining FLOPs (T)=0.849, Training Time (s)=0.143, Mem. (GB)=7.044, Hardware=NVIDIA A100 GPU, Input Resolution=224x224, Input Views=32025.09 | 27.685 | 0.898 | 0.101 | |
| SPFSplatV2Training FLOPs (T)=0.515, Training Time (s)=0.082, Mem. (GB)=4.891, Hardware=NVIDIA A100 GPU, Input Resolution=256x256, Input Views=52025.09 | 27.585 | 0.89 | 0.115 | |
| SPFSplatV2Training FLOPs (T)=0.515, Training Time (s)=0.082, Mem. (GB)=4.891, Hardware=NVIDIA A100 GPU, Input Resolution=256x256, Input Views=32025.09 | 27.262 | 0.884 | 0.12 | |
| SPFSplatTraining FLOPs (T)=0.582, Training Time (s)=0.110, Mem. (GB)=5.634, Hardware=NVIDIA A100 GPU, Input Resolution=256x256, Input Views=102025.09 | 27.159 | 0.88 | 0.115 | |
| SPFSplatTraining FLOPs (T)=0.582, Training Time (s)=0.110, Mem. (GB)=5.634, Hardware=NVIDIA A100 GPU, Input Resolution=256x256, Input Views=52025.09 | 26.891 | 0.875 | 0.122 | |
| SPFSplatTraining FLOPs (T)=0.582, Training Time (s)=0.110, Mem. (GB)=5.634, Hardware=NVIDIA A100 GPU, Input Resolution=256x256, Input Views=32025.09 | 26.724 | 0.871 | 0.128 | |
| SPFSplatV2Training FLOPs (T)=0.515, Training Time (s)=0.082, Mem. (GB)=4.891, Hardware=NVIDIA A100 GPU, Input Resolution=256x256, Input Views=22025.09 | 25.693 | 0.853 | 0.149 | |
| SPFSplatV2-LTraining FLOPs (T)=0.849, Training Time (s)=0.143, Mem. (GB)=7.044, Hardware=NVIDIA A100 GPU, Input Resolution=224x224, Input Views=22025.09 | 25.668 | 0.855 | 0.137 | |
| SPFSplatTraining FLOPs (T)=0.582, Training Time (s)=0.110, Mem. (GB)=5.634, Hardware=NVIDIA A100 GPU, Input Resolution=256x256, Input Views=22025.09 | 25.484 | 0.847 | 0.153 |