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UTKFace

Benchmarks

Task NameDataset NameSOTA ResultTrend
Age EstimationUTKFace (test)
MAE3.82
36
Social DebiasingUTKFace In-Domain
MS0.043
32
Image RetrievalUTKFace (test)
White7.8
18
Age EstimationUTKFace-B 80% symmetric noise
MRAE74.78
16
Age EstimationUTKFace-B 60% symmetric noise
MRAE25.46
16
Age EstimationUTKFace-B 40% symmetric noise
MRAE8.88
16
Age EstimationUTKFace-B 20% symmetric noise
MRAE2.22
16
Image RetrievalUTKFace
White Group Score44.4
15
Multi-Task LearningUTKFace (test)
Age MAE0.135
14
Age EstimationUTKFace
MAE4.15
13
Age ClassificationUTKFace (test)
Accuracy76.17
12
Conditional Image GenerationUTKFace 128x128 (test)
SFID1.582
10
Conditional Image GenerationUTKFace 64x64 (test)
SFID0.353
10
Bias Mitigation for Stereotype QueriesUTKFACE Gender
KL Divergence0.004
9
Bias Mitigation for Stereotype QueriesUTKFACE Race
KL Divergence0.041
9
Image Age EstimationUTKFace
MAE (Years)4.85
9
Image Age EstimationUTKFace 250 labeled samples
MAE4.85
9
Image Age EstimationUTKFace 50 labeled samples
MAE4.85
9
Gender ClassificationUTKFace (test)
Gender Accuracy98.87
9
Gender ClassificationUTKFace Cross-dataset
DoB1.6
9
Conditional Image GenerationUTKFace
Intra-FID0.43
7
Gender RecognitionUTKFace
Accuracy93.79
7
Facial Age RankingUTKFace
Kendall's Tau (2-imgs)0.921
6
Image GenerationUTKFace (test)
Intra-FID0.425
6
Age EstimationUTKFace 34 (test)
MAE4.55
6
Showing 25 of 32 rows