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Benchmarks
Surface Normal Estimation on iBims-1
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16
MAE
MVInverse
15.868
16.759
17.65
18.541
Dec 24, 2025
MAE
Accuracy @ 11.25°
Accuracy @ 30°
Updated 3d ago
Evaluation Results
Method
Method
Links
MAE
Accuracy @ 11.25°
Accuracy @ 30°
MVInverse
zero-shot=true
2025.12
16
0.692
0.841
Diffusion-E2E-FT
zero-shot=true
2025.12
16.1
0.697
0.839
DSINE
zero-shot=true
2025.12
17.1
0.674
0.823
Lotus-D
zero-shot=true
2025.12
17.1
0.664
0.83
Omnidata V2
zero-shot=true
2025.12
18.2
0.639
0.811
StableNormal
zero-shot=true
2025.12
18.2
0.65
0.824
GeoWizard
zero-shot=true
2025.12
19.3
0.63
0.803
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