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ResearchFormerly WizWand

Novel View Synthesis on Mip-NeRF 360 (PSNR, SSIM, LPIPS)

29.925PSNRDenoising-GS
8.766214.2593519.752525.24565Apr 21, 2026May 3, 2026May 15, 2026May 27, 2026Jun 8, 2026Jun 20, 2026Jul 2, 2026
Updated 3mo ago

Evaluation results

MethodLinks
Denoising-GSVenue=Ours2026.0529.9250.8970.142
3DGS-MCMCVenue=NeurIPS’242026.0529.8930.8960.186
3D-HGSVenue=CVPR’252026.0529.7720.8810.162
Mip-SplattingVenue=CVPR’242026.0529.4560.8890.149
Pixel-GSVenue=ECCV’242026.0529.4540.8860.159
GS-LPMVenue=CVPR’252026.0529.3780.8870.16
Vanilla 3DGSVenue=ToG’232026.0529.2580.880.168
MMGS-BTime=6.11, NGS=0.57M2026.0529.170.8850.184
DashGaussianTime=10.81, NGS=2.22M2026.0529.120.8720.186
3DGSTime=30.46, NGS=2.47M2026.0529.060.870.185
Mini-splattingTime=26.07, NGS=0.47M2026.0529.020.8690.17
Taming 3DGSVenue=SIGGRAPH Asia’242026.0528.930.8620.204
FastGSTime=4.15, NGS=0.42M2026.0528.910.8640.207
Speedy-splatTime=24.34, NGS=0.52M2026.0528.890.8690.198
MMGSTime=4.08, NGS=0.29M2026.0528.890.8610.215
GESVenue=CVPR’242026.0528.7660.8650.196
Variational-3DGSVenue=NeurIPS’242026.0528.7440.8710.185
Taming-3dgsTime=6.78, NGS=0.66M2026.0528.690.8520.223
AbsGSVenue=ACM MM’242026.0528.6450.8590.185
GADA2026.0728.620.840.179
Zip-NeRF2026.0628.540.8280.189
GHAPTime=21.33, NGS=0.49M2026.0528.520.8560.219
IBGS2026.0728.290.8310.191
ACE-GSTime=5m 30s, FPS=745.62026.0628.10.8210.215
3DGS-MCMC2026.0727.980.8350.224
Scaffold-GSTime=20m 57s, FPS=460.52026.0627.760.8120.226
Scaffold-GS2026.0727.710.8130.262
RadSplatTime=27.83, NGS=0.71M2026.0527.540.8250.239
3DGSTime=24m 43s, FPS=241.82026.0627.540.8130.221
Mip-Splatting2026.0727.490.8150.258
AbsGS2026.0727.490.820.191
3DGS#G (M)=3.25, Ratio=1.0×, MB=734, FPS=1482026.0627.480.8150.214
3DGS#G/M=3.3102026.0427.4681.50.215
Compact-3DGSTime=34.13, NGS=1.35M2026.0527.460.8160.246
3DGS2026.0727.430.8140.257
Octree-GS2026.0727.390.8110.264
Gaussians on a Diet#G/M=0.6282026.0427.380.90.234
Mini-Splatting#G/M=4.3202026.0427.2682.20.217
Taming 3DGS#G/M=0.6322026.0427.2279.50.26
Reducing-3DGS#G/M=2.7492026.0427.2181.10.225
3D Gaussian Splatting2026.0627.210.8150.214
Taming 3DGS2026.0727.210.7930.305
PGSR2026.0727.20.8190.233
VEDAL#G (M)=0.63, Ratio=5.2×, MB=141, FPS=1852026.0627.170.810.219
EAGLES#G/M=1.9282026.0427.1581.10.231
LightGaussianTime=27.20, NGS=0.79M2026.0527.150.8170.253
MaskGaussian#G (M)=0.65, Ratio=5.0×, MB=147, FPS=1882026.0627.150.8080.222
PUP 3D-GS#G (M)=0.68, Ratio=4.8×, MB=153, FPS=1922026.0627.120.8070.224
Mini-Splatting#G (M)=0.76, Ratio=4.3×, MB=172, FPS=1872026.0627.050.8040.228
LightGaussianTime=36m 43s, FPS=345.82026.0627.030.8010.245
Compact3DGSTime=28m 06s, FPS=331.02026.0627.010.7980.247
Compact-3DGS#G/M=2.5902026.0426.9679.70.244
Compact3D#G (M)=0.72, Ratio=4.5×, MB=163, FPS=1902026.0626.950.8010.231
Speedy-SplatTime=14m 47s, FPS=1720.92026.0626.890.7820.295
LightGaussian#G (M)=0.81, Ratio=4.0×, MB=183, FPS=1852026.0626.820.7980.237
2DGS2026.0726.810.7960.297
MeshtryoshkaMode=All Layers2026.0624.340.6860.367
MeshtryoshkaMode=Zero Level Set2026.0624.30.6840.369
Sensitivity-based 3DGS coreset pruningPrune Ratio=0.802026.0720.180.6640.343
GHAPPrune Ratio=0.802026.0719.780.5640.425
PUPPrune Ratio=0.802026.0719.40.6650.337
Sensitivity-based 3DGS coreset pruningPrune Ratio=0.852026.0719.30.6290.374
GHAPPrune Ratio=0.852026.0718.540.5210.454
Sensitivity-based 3DGS coreset pruningPrune Ratio=0.902026.0718.160.580.417
Sensitivity-based 3DGS coreset pruningPrune Ratio=0.902026.0718.160.580.417
TrimPrune Ratio=0.802026.0718.010.5690.384
PUPPrune Ratio=0.852026.0717.750.6120.375
GHAPPrune Ratio=0.902026.0716.760.4580.494
GHAPPrune Ratio=0.902026.0716.760.4580.494
Sensitivity-based 3DGS coreset pruningPrune Ratio=0.952026.0716.520.5060.484
TrimPrune Ratio=0.852026.0716.330.5010.426
PUPPrune Ratio=0.902026.0715.790.5350.429
PUPPrune Ratio=0.902026.0715.790.5350.429
Sensitivity-based 3DGS coreset pruningPrune Ratio=0.972026.0715.530.4630.527
UnifPrune Ratio=0.802026.0714.850.4870.45
TrimPrune Ratio=0.902026.0714.450.4130.48
TrimPrune Ratio=0.902026.0714.450.4130.48
GHAPPrune Ratio=0.952026.0714.150.3610.556
UnifPrune Ratio=0.852026.0714.040.4460.478
Sensitivity-based 3DGS coreset pruningPrune Ratio=0.992026.0713.970.3960.6
Sensitivity-based 3DGS coreset pruningPrune Ratio=0.992026.0713.970.3960.6
PUPPrune Ratio=0.952026.0713.490.4160.508
UnifPrune Ratio=0.902026.0713.160.3910.516
UnifPrune Ratio=0.902026.0713.160.3910.516
GHAPPrune Ratio=0.972026.0712.530.2950.595
PUPPrune Ratio=0.972026.0712.330.3440.554
TrimPrune Ratio=0.952026.0712.190.2970.555
UnifPrune Ratio=0.952026.0712.020.3080.569
UnifPrune Ratio=0.972026.0711.450.2610.596
TrimPrune Ratio=0.972026.0711.060.2350.598
PUPPrune Ratio=0.992026.0710.670.2270.624
PUPPrune Ratio=0.992026.0710.670.2270.624
UnifPrune Ratio=0.992026.0710.270.1740.642
UnifPrune Ratio=0.992026.0710.270.1740.642
GHAPPrune Ratio=0.992026.0710.190.1770.664
GHAPPrune Ratio=0.992026.0710.190.1770.664
TrimPrune Ratio=0.992026.079.580.1360.661
TrimPrune Ratio=0.992026.079.580.1360.661