List your company
ResearchFormerly WizWand

Novel View Synthesis on NeRF Synthetic v1 (test)

35.02PSNRNRFF
7.116814.360921.60528.8491Nov 21, 2022Dec 8, 2022Dec 26, 2022Jan 13, 2023Jan 30, 2023Feb 17, 2023Mar 7, 2023
Updated 8mo ago

Evaluation results

MethodLinks
NRFF#Features=12.8M, #MLP=549K, Batch size=4096, Steps=60K2023.0335.020.9770.031
ref. NeRFScene=Hotdog2022.1134.90.970.03
NRFF#Features=12.8M, #MLP=549K, Batch size=4096, Steps=30K2023.0334.650.9750.034
L2G-NeRFScene=Hotdog2022.1134.560.970.03
Ref-NeRF#Features=N/A, #MLP=902K, Batch size=16384, Steps=250K2023.0333.990.9660.038
MHE#Features=12.6M, #MLP=10K, Batch size=4096, Steps=30K2023.0333.18——
TensoRF#Features=18.6M, #MLP=36K, Batch size=4096, Steps=30K2023.0333.140.9630.047
Mip-NeRF#Features=N/A, #MLP=612K, Batch size=4096, Steps=1M2023.0333.090.9610.043
ref. NeRFScene=Mic2022.1131.960.970.04
DVGO#Features=49M, #MLP=22K, Batch size=8192, Steps=30K2023.0331.950.9570.053
ref. NeRFScene=Chair, Note=Trained using ground truth camera poses2022.1131.930.960.04
NSVF#Features=0.32~3.2M, #MLP=500K, Batch size=8192, Steps=150K, LPIPS evaluation network=Alex2023.0331.750.9530.047
NeRF#Features=N/A, #MLP=1,191K, Batch size=4096, Steps=300K2023.0331.010.9470.081
L2G-NeRFScene=Chair2022.1130.990.950.05
L2G-NeRFScene=Mic2022.1130.910.970.05
ref. NeRFScene=Mean2022.1129.420.940.06
ref. NeRFScene=Lego2022.1129.290.940.04
L2G-NeRFScene=Mean2022.1128.620.930.07
ref. NeRFScene=Materials2022.1128.540.940.05
ref. NeRFScene=Ship2022.1128.060.860.12
BARFScene=Chair2022.1127.840.920.06
L2G-NeRFScene=Lego2022.1127.710.910.06
L2G-NeRFScene=Materials2022.1127.60.930.06
BARFScene=Hotdog2022.1127.340.930.06
L2G-NeRFScene=Ship2022.1127.310.850.13
ref. NeRFScene=Ficus2022.1126.660.940.05
BARFScene=Materials2022.1126.290.920.08
L2G-NeRFScene=Ficus2022.1126.110.930.06
BARFScene=Ficus2022.1125.850.930.07
ref. NeRFScene=Drums2022.1123.980.90.1
L2G-NeRFScene=Drums2022.1123.750.90.1
BARFScene=Drums2022.1121.920.870.14
BARFScene=Mean2022.1120.510.820.22
Naïve NeRF extensionScene=Hotdog2022.1115.10.740.42
BARFScene=Lego2022.1114.480.690.29
Naïve NeRF extensionScene=Ficus2022.1114.30.830.33
Naïve NeRF extensionScene=Chair2022.1114.130.830.39
Naïve NeRF extensionScene=Mic2022.1113.140.850.43
Naïve NeRF extensionScene=Mean2022.1112.570.70.49
BARFScene=Mic2022.1112.20.760.41
Naïve NeRF extensionScene=Drums2022.1111.630.610.62
Naïve NeRF extensionScene=Materials2022.1111.510.640.49
Naïve NeRF extensionScene=Lego2022.1111.360.610.56
Naïve NeRF extensionScene=Ship2022.119.410.50.64
BARFScene=Ship2022.118.190.50.63