Image Representation on DIV2K x2 (val)
41.29PSNRStructure-Guided Allocation of 2D Gaussians
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Structure-Guided Allocation of 2D GaussiansTraining Time (s)=172.11, FPS=1837.77, GPU Mem. (MiB)=646, Params (K)=5602025.12 | 41.29 | 99.74 | 0.0159 | 2.2416 | |
| GSImageTraining Time (s)=120.76, FPS=1737.6, GPU Mem. (MiB)=439, Params (K)=5602025.12 | 39.53 | 99.75 | 0.0131 | 2.5607 | |
| 3D-GSTraining Time (s)=481.27, FPS=640.33, GPU Mem. (MiB)=709, Params (K)=41302025.12 | 39.36 | 99.79 | 0.0119 | 2.5972 | |
| SIRENTraining Time (s)=15125.11, FPS=11.07, GPU Mem. (MiB)=2053, Params (K)=483.62025.12 | 39.08 | 99.58 | 0.0111 | 2.5894 | |
| NeuRBFTraining Time (s)=1715.44, FPS=706.4, GPU Mem. (MiB)=2893, Params (K)=383.652025.12 | 38.6 | 99.13 | 0.0126 | 2.8764 | |
| I-NGPTraining Time (s)=676.29, FPS=1331.54, GPU Mem. (MiB)=1906, Params (K)=525.42025.12 | 37.06 | 99.5 | 0.0218 | 4.6752 | |
| WIRETraining Time (s)=25684.23, FPS=14.25, GPU Mem. (MiB)=2619, Params (K)=136.742025.12 | 35.64 | 95.11 | 0.0281 | 9.7842 |