Image Compression on Kodak (PSNR, SSIM, LPIPS, Time)
46PSNRSAD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SADNumber of primitives (N)=50,000, BPP=approx. 16.02026.04 | 46 | 98.71 | 0.32 | 2.2 | |
| Fast 2DGSNumber of primitives (N)=50,000, BPP=approx. 16.02026.04 | 43.13 | — | — | 10 | |
| Instant-GINumber of primitives (N)=47,246, BPP=approx. 16.02026.04 | 41.41 | — | — | 10 | |
| Fast 2DGS (w/o Positions)Number of primitives (N)=50,000, BPP=approx. 16.02026.04 | 39.96 | — | — | 10 | |
| G.Image (RS)Number of primitives (N)=50,000, BPP=approx. 16.02026.04 | 39.78 | — | — | 14 | |
| G.Image (Chy.)Number of primitives (N)=50,000, BPP=approx. 16.02026.04 | 39.36 | — | — | 13 | |
| Image-GS (g)Number of primitives (N)=50,000, BPP=approx. 16.02026.04 | 39.04 | — | — | 28 | |
| Image-GS (S)Number of primitives (N)=50,000, BPP=approx. 16.02026.04 | 38.65 | — | — | 28 | |
| Instant-NGP (re-evaluated)Number of primitives (N)=50,000, BPP=approx. 16.02026.04 | 37.72 | 94.94 | 2.49 | 8.2 | |
| Image-GS (re-evaluated)Number of primitives (N)=50,000, BPP=approx. 16.02026.04 | 36.9 | 95.21 | 2.72 | 28 | |
| VBNFNumber of primitives (N)=50,000, BPP=approx. 16.02026.04 | 36.49 | 96.09 | 8.57 | 374 | |
| Fast 2DGS (w/o Attributes)Number of primitives (N)=50,000, BPP=approx. 16.02026.04 | 35.69 | — | — | 10 | |
| Fast 2DGS (w/o Both)Number of primitives (N)=50,000, BPP=approx. 16.02026.04 | 35.55 | — | — | 10 | |
| NFLDNumber of primitives (N)=50,000, BPP=approx. 16.02026.04 | 26.44 | 70.32 | 34.58 | 1,700 | |
| DANFNumber of primitives (N)=50,000, BPP=approx. 16.02026.04 | 22.9 | 61.76 | 33.79 | 5.1 |