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Benchmarks
Facial Normal Estimation on Florence dataset
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9.8
Mean Angular Error
Ours
9.424
11.962
14.5
17.038
Jan 5, 2026
Mean Angular Error
Std Dev Angular Error
Accuracy (< 20 deg)
Accuracy (< 25 deg)
Accuracy (< 30 deg)
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean Angular Error
Std Dev Angular Error
Accuracy (< 20 deg)
Accuracy (< 25 deg)
Accuracy (< 30 deg)
Ours
Alignment=aligned outp...
2026.01
9.8
3.2
92.8
96.1
98.3
HFN
Alignment=aligned outp...
2026.01
10.1
3.4
92.3
95.6
97.8
Cross-modal
Alignment=aligned outp...
2026.01
11.3
1.5
89.3
94.6
96.9
PRN
Alignment=aligned outp...
2026.01
14.1
2.2
79.9
88.2
92.9
3DDFA
Alignment=aligned outp...
2026.01
14.3
2.3
79.7
87.3
91.8
SfSNet
Alignment=aligned outp...
2026.01
18.7
3.2
63.1
77.2
86.7
Extreme
Alignment=aligned outp...
2026.01
19.2
2.2
64.7
51.9
64.5
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