Face Attribute Classification (Wearing Necktie) on CelebA
96.86Accuracy (Overall)PAD
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PAD2026.03 | 96.86 | — | — | 2.86 | 5.71 | 98.25 | 92.53 | |
| NPADvariant=Two2026.03 | 96.66 | 91.51 | 99.91 | 4.2 | 8.4 | — | — | |
| NPADvariant=Two2026.03 | 96.66 | — | — | 3.22 | 6.44 | 98.23 | 91.79 | |
| PAD2026.03 | 96.57 | 91.29 | 99.9 | 4.3 | 8.61 | — | — | |
| NPADvariant=One2026.03 | 96.34 | 90.71 | 99.89 | 4.59 | 9.19 | — | — | |
| NPADvariant=One2026.03 | 96.34 | — | — | 3.26 | 6.53 | 97.93 | 91.4 | |
| BMT2026.03 | 92.99 | 81.97 | 99.93 | 8.98 | 17.96 | — | — | |
| LfF2026.03 | 92.99 | 81.97 | 99.93 | 8.98 | 17.96 | — | — | |
| BMT2026.03 | 92.99 | — | — | 7.96 | 15.92 | 96.86 | 80.94 | |
| LfF2026.03 | 92.99 | — | — | 7.96 | 15.92 | 96.86 | 80.94 |