GenImage
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
GenImage Wukong (test)
99.6Accuracy
11
GenImage GLIDE (test)
99.5Accuracy
11
GenImage ADM (test)
95.02Accuracy
11
GenImage SDv1.5 (test)
99.8Accuracy (ACC)
11
GenImage Midjourney (test)
97.4Accuracy
11
GenImage Mean
97.6Accuracy
10
GenImage VQDM
99Accuracy
10
GenImage Wukong
99.1Accuracy
10
GenImage GLIDE
99.1Accuracy
10
GenImage ADM
97.5Accuracy
10
GenImage SD v1.5
99.8Accuracy
10
GenImage SD v1.4
99.8Accuracy
10
GenImage Midjourney
96Accuracy
10
Genimage
559.813Total Inference Runtime (s)
9
GenImage 8 subsets 61
90.89MJ Detection Rate
9
GenImage robustness evaluation
85.64Accuracy (JPEG QF=90)
9
GenImage
95.57AUROC
8
GenImage
99.64AUROC
8
GenImage 58 (test)
0.999BigGAN AUROC
8
GenImage v1 (test)
100SD 1.4 Detection Rate
8
GenImage v1 (test)
65.5Midjourney Accuracy
8
GM-GenImage
98.04Accuracy
7
GenImage 54 (test)
92.3AUPR (ADM)
7
GenImage Stable Diffusion DIRE detector (test)
100AP
5
GenImage Stable Diffusion AEROBLADE detector (test)
80AP
5