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3DGS Compression Artifact Restoration on Tanks & Temples (novel views)

0.125LPIPS3DGS-30K
0.113680.190090.26650.34291Feb 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
3DGS-30KSize (MB)=3392026.020.1250.067
NiFi (Ours)Size (MB)=1.3122026.020.1280.076
NiFi (w/o t0)Size (MB)=1.3122026.020.1530.104
HAC++ + Difix3DSize (MB)=1.3122026.020.1650.088
NiFi (Ours)Size (MB)=0.3812026.020.180.095
HAC++Size (MB)=1.3122026.020.210.113
NiFi (Ours)Size (MB)=0.2302026.020.2120.109
HAC++ + BM3DSize (MB)=1.3122026.020.2250.124
NiFi (w/o t0)Size (MB)=0.3812026.020.2290.147
HAC++ + Difix3DSize (MB)=0.3812026.020.2350.116
NiFi (w/o t0)Size (MB)=0.2302026.020.2690.173
HAC++ + Difix3DSize (MB)=0.2302026.020.2720.131
HAC++ + SwinIRSize (MB)=1.3122026.020.2810.159
HAC++ + DiffBIRSize (MB)=1.3122026.020.2830.154
HAC++ + Img2ImgSize (MB)=1.3122026.020.2990.128
HAC++Size (MB)=0.3812026.020.3170.169
HAC++ + BM3DSize (MB)=0.3812026.020.3250.175
HAC++ + DiffBIRSize (MB)=0.3812026.020.3380.179
HAC++ + SwinIRSize (MB)=0.3812026.020.350.192
HAC++Size (MB)=0.2302026.020.3640.193
HAC++ + BM3DSize (MB)=0.2302026.020.3710.199
HAC++ + Img2ImgSize (MB)=0.3812026.020.3720.174
HAC++ + DiffBIRSize (MB)=0.2302026.020.3750.196
HAC++ + SwinIRSize (MB)=0.2302026.020.3810.209
HAC++ + Img2ImgSize (MB)=0.2302026.020.4080.197