Single-image Normal Estimation on Single-image normal estimation efficiency evaluation (test)
35.8Params (M)SuGaR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SuGaRInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.08 | 35.8 | 0.35 | |
| Normal-GSInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.08 | 37.2 | 0.39 | |
| GeoSplattingInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.08 | 39.1 | 0.44 | |
| OursInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.08 | 40.6 | 0.68 | |
| Wonder3D++Input resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.08 | 42.3 | 0.51 | |
| Zero123++Input resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.08 | 52.7 | 1.24 | |
| One-2-3-45++Input resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.08 | 56.4 | 1.47 | |
| RealFusionInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.08 | 61.8 | 1.73 | |
| Magic3DInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.08 | 73.5 | 2.16 | |
| SyncDreamerInput resolution=512 x 512, Batch size=1, Hardware=RTX 4090 GPU, Processing=includes preprocessing and postprocessing2025.08 | 78.2 | 2.41 |