UTKFace
Benchmarks
TaskDatasetSOTA resultTrendResults
UTKFace (test)
3.82MAE
36
UTKFACE Gender
0.004KL Divergence
33
UTKFACE Race
0.027KL Divergence
33
UTKFace In-Domain
0.043MS
32
UTKFace
4.15MAE
30
UTKFace (test)
76.22Accuracy
25
UTKFace (test)
7.8White
18
UTKFace 64x64 (test)
0.353SFID
16
UTKFace-B 80% symmetric noise
74.78MRAE
16
UTKFace-B 60% symmetric noise
25.46MRAE
16
UTKFace-B 40% symmetric noise
8.88MRAE
16
UTKFace-B 20% symmetric noise
2.22MRAE
16
UTKFace
44.4White Group Score
15
UTKFace (test)
0.135Age MAE
14
UTKFace (test)
98.87Gender Accuracy
14
UTKFace Zero-shot (test)
9.46Average MAE
12
UTKFace Few-shot (test)
6.71Average MAE
12
UTKFace Medium-shot (test)
6.03Average MAE
12
UTKFace Many-shot (test)
4.34Average MAE
12
UTKFace (test)
2.67Average Metric Rank
12
UTKFace (test)
76.17Accuracy
12
UTKFace (test)
0.688Gaussian Noise Performance
11
UTKFace
0.15MS Score
10
UTKFace
8.28Age MAE
10
UTKFace 128x128 (test)
1.582SFID
10