UniversalFakeDetect
Benchmarks
TaskDatasetSOTA resultTrendResults
UniversalFakeDetect (test)
100Pro-GAN Detection Rate
52
UniversalFakeDetect 1.0 (test)
100Accuracy (ProGAN)
42
UniversalFakeDetect
100Pro-GAN Accuracy
32
UniversalFakeDetect
94.6mAcc
14
UniversalFakeDetect Mean
96.4Accuracy
13
UniversalFakeDetect DALLE
98.8Accuracy
13
UniversalFakeDetect LDM_200_cfg
98.9Accuracy
13
UniversalFakeDetect LDM_200
99.5Accuracy
13
UniversalFakeDetect LDM_100
99.4Accuracy
13
UniversalFakeDetect Glide_100_27
98.5Accuracy
13
UniversalFakeDetect Glide_100_10
98.2Accuracy
13
UniversalFakeDetect Guided
95.2Accuracy
13
UniversalFakeDetect GANs (test)
100ProGAN Accuracy
12
UniversalFakeDetect Mean 49 (test)
95.9Accuracy
12
UniversalFakeDetect Glide 100-10 49 (test)
97.2Accuracy
12
UniversalFakeDetect Glide 50-27 49 (test)
97.8Accuracy
12
UniversalFakeDetect Glide 100-27 49 (test)
97.5Accuracy
12
UniversalFakeDetect LDM 100 steps 49 (test)
99.6Accuracy
12
UniversalFakeDetect LDM 200 w/cfg 49 (test)
99.6Accuracy
12
UniversalFakeDetect LDM 200 steps 49 (test)
99.5Accuracy
12
UniversalFakeDetect DALL-E 49 (test)
98.8Accuracy
12
UniversalFakeDetect Guided 49 (test)
89.5Accuracy
12
UniversalFakeDetect (test)
100ProGAN
12
UniversalFakeDetect
88.34Accuracy
9
UniversalFakeDetect Fake Images
74.7Accuracy
3