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Roughness Estimation on Synthetic Dataset (test)

0.002MSENeural-PBIR (Full)
0.0001560.0126030.025050.037497Mar 29, 2023Apr 2, 2023Apr 7, 2023Apr 12, 2023Apr 16, 2023Apr 21, 2023Apr 26, 2023

Evaluation results

MethodLinks
Neural-PBIR (Full)Time=~ 1 h2023.040.002
MIITime=~ 10 h2023.040.003
Neural-PBIR (w/o shape ref.)Time=~ 45 m2023.040.003
Neural-PBIR (Distilled only)Time=< 15 m2023.040.005
NeFII2023.030.0065
nvdiffrec-mcTime=~ 2 h2023.040.013
Invrender2023.030.0464
PhySG2023.030.0481