Image Representation on Kodak (test)
45.4PSNRStructure-Guided Allocation of 2D Gaussians
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Structure-Guided Allocation of 2D GaussiansTraining Time (s)=134.42, FPS=2109.05, GPU Mem. (MiB)=484, Params (K)=5602025.12 | 45.4 | 0.9987 | 0.0047 | 0.6432 | |
| GSImageTraining Time (s)=106.59, FPS=2092.17, GPU Mem. (MiB)=419, Params (K)=5602025.12 | 44.08 | 0.9985 | 0.0083 | 0.912 | |
| I-NGPTraining Time (s)=490.61, FPS=1296.82, GPU Mem. (MiB)=1525, Params (K)=300.092025.12 | 43.88 | 0.9976 | 0.0171 | 1.2518 | |
| NeuRBFTraining Time (s)=991.83, FPS=663.01, GPU Mem. (MiB)=2091, Params (K)=337.292025.12 | 43.78 | 0.9964 | 0.0191 | 1.8623 | |
| 3D-GSTraining Time (s)=339.78, FPS=859.44, GPU Mem. (MiB)=557, Params (K)=35402025.12 | 43.69 | 0.9991 | 0.0219 | 2.4893 | |
| WIRETraining Time (s)=14338.78, FPS=11.14, GPU Mem. (MiB)=2619, Params (K)=136.742025.12 | 41.47 | 0.9939 | 0.0317 | 3.213 | |
| SMNParameters=2642162026.02 | 41.4 | — | — | — | |
| SIRENTraining Time (s)=6582.36, FPS=29.15, GPU Mem. (MiB)=1809, Params (K)=272.72025.12 | 40.83 | 0.996 | 0.0474 | 4.6873 | |
| WIREParameters=2655232026.02 | 40.24 | — | — | — | |
| GaussParameters=2727032026.02 | 37.9 | — | — | — | |
| SIRENParameters=2727032026.02 | 33.65 | — | — | — | |
| RINRParameters=2897162026.02 | 32.96 | — | — | — | |
| MLPParameters=2724152026.02 | 28.63 | — | — | — |