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Novel View Synthesis on ZJU-MoCap

33.54PSNRRigGS
19.65623.260526.86530.4695Dec 31, 2021Sep 20, 2022Jun 10, 2023Feb 28, 2024Nov 17, 2024Aug 7, 2025Apr 28, 2026

Evaluation results

MethodLinks
RigGS2025.0333.540.9750.0327—
HumanNeRFTraining Setting=Full2023.1231.150.97390.2482—
HumanNeRF-SETraining Setting=Full2023.1231.090.9740.2409—
WIMresolution=512 x 5122024.1231.080.9630.0530.12
MonoHumanTraining Setting=Full2023.1230.910.97180.3129—
GHGS-MVSC2026.0430.580.96210.0463—
RoGSplat2026.0430.120.96130.0459—
HumanNeRF-SETraining Setting=Few-shot2023.1230.110.96840.3208—
MonoHumanTraining Setting=Few-shot2023.1230.10.96770.3649—
HumanNeRFTraining Setting=Few-shot2023.1229.90.96830.3306—
AP-NeRFresolution=512 x 5122024.1229.60.9580.0631.31
Template-free Articulated Gaussian Splattingresolution=512 x 5122024.1229.110.9610.063198.23
ARAH2023.0328.510.94830.0813—
GM-NeRFTraining Strategy=fine-tuning after pretraining on Multi-Garment [4] dataset (Ft)2023.0328.450.94190.0733—
NB2023.0328.30.94620.0951—
GHG2026.0427.940.94210.054—
GM-NeRFTraining Strategy=training from scratch (Fs)2023.0327.560.93140.0904—
A-NeRF2023.0327.430.93790.1019—
Splatfacto-big*Category=Dense, Source Views=all2026.0426.20.9330.079—
Ani-N2023.0326.190.92130.1399—
RIFTCastCategory=Dense, Source Views=all2026.0425.70.9330.08—
AP-NeRF2025.0325.620.9190.0934—
NBPrior=pretrained human body model (SMPL), Number of views=42021.1224.180.8880.182—
Nerfacto-big*Category=Dense, Source Views=all2026.0424.10.9210.11—
Ours BestCategory=Sparse, Source Views=32026.0424.10.930.086—
ENeRFCategory=Sparse, Source Views=32026.0423.70.9190.093—
InfoNeRFPrior=None, Number of views=42021.1222.880.8380.242—
Ani-NeRFTraining Setting=Few-shot2023.1222.180.83390.6484—
FrugalNeRF*Category=Sparse, Source Views=32026.0422.10.8810.107—
NVPrior=None, Number of views=42021.1221.740.8270.253—
GPS-GaussianCategory=Sparse, Source Views=22026.0421.40.8970.114—
Ani-NeRFTraining Setting=Full2023.1221.240.84580.6822—
GPS-Gaussian+Category=Sparse, Source Views=22026.0420.90.9010.12—
NeRFPrior=None, Number of views=42021.1220.190.7940.309—