Celeb-DF
Benchmarks
TaskDatasetSOTA resultTrendResults
Celeb-DF frame-level 54 (test)
98.93Accuracy
10
Celeb-DF++ unseen generators
88.89Average Accuracy
9
Celeb-DF++ (unseen generators)
80.56LivePortrait (ACC)
9
Celeb-DF (CDF) (test)
0.991Avg CDF AUC
9
Celeb-DF (CDF) (intra-dataset)
99.94AUC
8
Celeb-DF (test)
0.783AUC
8
Celeb-DF Table 2 (Intra)
98.98Accuracy
7
Celeb-DF v3 2025
64.3TPR@FPR=5%
5
Celeb-DF v2 2020
76.2TPR@FPR=5%
5
Celeb-DF Gaussian Noise, σ²=0.01
0.876AUC
5
Celeb-DF Gaussian Blur, σ=3
90.22AUC
5
Celeb-DF JPEG Compression, Q=50
88.75AUC
5
Celeb-DF JPEG Compression, Q=70
93.41AUC
5
Celeb-DF (Clean)
96.03AUC
5