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ResearchFormerly WizWand

Single-image Normal Estimation on Single-image normal estimation efficiency evaluation (test)

35.8Params (M)SuGaR
34.10445.5525768.448Aug 8, 2025
Updated 4mo ago

Evaluation results

MethodLinks
SuGaRInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.0835.80.35
Normal-GSInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.0837.20.39
GeoSplattingInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.0839.10.44
OursInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.0840.60.68
Wonder3D++Input resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.0842.30.51
Zero123++Input resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.0852.71.24
One-2-3-45++Input resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.0856.41.47
RealFusionInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.0861.81.73
Magic3DInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.0873.52.16
SyncDreamerInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.0878.22.41