Image Reconstruction on DIV2K first 50 images (test)
30.7PSNRComplex-Valued 2D Gaussian Representation
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Complex-Valued 2D Gaussian RepresentationVRAM=2.2 G, Params=0.8 M, Time (min)=1.4, Resolution=1024x6402025.11 | 30.7 | 86 | 0.33 | |
| Instant-GIVRAM=3.4 G, Params=2.8 M, Time (min)=0.9, Resolution=1024x6402025.11 | 23.5 | 56 | 0.56 | |
| GIVRAM=1.1 G, Params=2.4 M, Time (min)=0.8, Resolution=1024x6402025.11 | 22.6 | 49 | 0.59 | |
| Image-GSVRAM=1.3 G, Params=2.4 M, Time (min)=1.6, Resolution=1024x6402025.11 | 17.2 | 29 | 0.7 | |
| TAESDVRAM=2.7 G, Params=2.5 M, Pre-trained=true, Resolution=1024x6402025.11 | 11.6 | 9 | 0.79 | |
| SIRENVRAM=13.1 G, Params=1.0 M, Time (min)=7.8, Resolution=1024x6402025.11 | 7.6 | 5 | 0.84 | |
| MLPVRAM=9.9 G, Params=1.0 M, Time (min)=6.9, Resolution=1024x6402025.11 | 7.5 | 4 | 0.85 |