3DGS Compression Artifact Restoration on Tanks & Temples (novel views)
0.125LPIPS3DGS-30K
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 3DGS-30KSize (MB)=3392026.02 | 0.125 | 0.067 | |
| NiFi (Ours)Size (MB)=1.3122026.02 | 0.128 | 0.076 | |
| NiFi (w/o t0)Size (MB)=1.3122026.02 | 0.153 | 0.104 | |
| HAC++ + Difix3DSize (MB)=1.3122026.02 | 0.165 | 0.088 | |
| NiFi (Ours)Size (MB)=0.3812026.02 | 0.18 | 0.095 | |
| HAC++Size (MB)=1.3122026.02 | 0.21 | 0.113 | |
| NiFi (Ours)Size (MB)=0.2302026.02 | 0.212 | 0.109 | |
| HAC++ + BM3DSize (MB)=1.3122026.02 | 0.225 | 0.124 | |
| NiFi (w/o t0)Size (MB)=0.3812026.02 | 0.229 | 0.147 | |
| HAC++ + Difix3DSize (MB)=0.3812026.02 | 0.235 | 0.116 | |
| NiFi (w/o t0)Size (MB)=0.2302026.02 | 0.269 | 0.173 | |
| HAC++ + Difix3DSize (MB)=0.2302026.02 | 0.272 | 0.131 | |
| HAC++ + SwinIRSize (MB)=1.3122026.02 | 0.281 | 0.159 | |
| HAC++ + DiffBIRSize (MB)=1.3122026.02 | 0.283 | 0.154 | |
| HAC++ + Img2ImgSize (MB)=1.3122026.02 | 0.299 | 0.128 | |
| HAC++Size (MB)=0.3812026.02 | 0.317 | 0.169 | |
| HAC++ + BM3DSize (MB)=0.3812026.02 | 0.325 | 0.175 | |
| HAC++ + DiffBIRSize (MB)=0.3812026.02 | 0.338 | 0.179 | |
| HAC++ + SwinIRSize (MB)=0.3812026.02 | 0.35 | 0.192 | |
| HAC++Size (MB)=0.2302026.02 | 0.364 | 0.193 | |
| HAC++ + BM3DSize (MB)=0.2302026.02 | 0.371 | 0.199 | |
| HAC++ + Img2ImgSize (MB)=0.3812026.02 | 0.372 | 0.174 | |
| HAC++ + DiffBIRSize (MB)=0.2302026.02 | 0.375 | 0.196 | |
| HAC++ + SwinIRSize (MB)=0.2302026.02 | 0.381 | 0.209 | |
| HAC++ + Img2ImgSize (MB)=0.2302026.02 | 0.408 | 0.197 |