FairFace
Benchmarks
TaskDatasetSOTA resultTrendResults
FairFace
0.079MS
64
Fairface Out-of-Domain
0.094MaxSkew (MS)
32
FairFace
80.8Mean Accuracy
26
FairFace v1 (test)
95.37Accuracy (Black)
20
FairFace (test)
87.67Overall Accuracy
15
FairFace bias-free (test)
90.4Balanced Accuracy
11
FAIRFACE Gender (test)
0.006KL Divergence
8
FAIRFACE Race (test)
0.069KL Divergence
8
FairFace
20Count A 1 (out of 20)
7
FairFace age
57.2Accuracy (W)
7
FairFace level-5 Gaussian noise corrupted (test)
63.7Accuracy (s+)
6
FairFace
97Gender Accuracy
5
FairFace RAG
45.3ArcFace Score (T1)
5
FairFace
80.4MIA Accuracy
4
FairFace
1.185Max/Min
4
FairFace FAIR benchmark Multi tSA
0.108FD (Disparity)
4
FairFace
4.65Edit Success
3
FairFace margin125 (val)
97.5Gender Accuracy
2
FairFace margin125 (val)
62.28Age Accuracy
2
FAIRFACE (val)
0.64Score (White)
2
FairFace (val)
95.73Gender Accuracy
2
FairFace (val)
61.07Accuracy
2
FairFace
—Primary metric
0
FairFace
—Primary metric
0
FairFace (test)
—Mean Accuracy
0