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SOTA Generated Image Detection benchmarks and papers with code | Wizwand
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Generated Image Detection
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
GenImage (test)
AIDE
Average Accuracy
99.7
103
4d ago
Wukong
SDAIE†
AP
99.4
17
3d ago
ADM
DIRE-D
AP
0.998
17
3d ago
DiffusionForensics Cross-model (test)
LGrad
DDPM Accuracy
99.9
13
4d ago
SatelliteDiffusion stadium SD2 fine-tuned (test)
Ours_sparse
Accuracy
99.59
12
4d ago
SatelliteDiffusion electric substation SD2 fine-tuned (test)
Ours_sparse
Accuracy
98.55
12
4d ago
SatelliteDiffusion car dealership SD2 fine-tuned (test)
Ours_sparse
Accuracy
98.91
12
4d ago
SatelliteDiffusion amusement park SD2 fine-tuned (test)
Ours_sup-res
Accuracy
99.67
12
4d ago
Damaged cars Image Domain
CLIDE
AUC
99
10
4d ago
Artistic Image Domain
CLIDE
AUC
98
9
4d ago
GenImage v1.4 (test)
NPR
AP (SD1.4)
100
8
4d ago
Invoice Image Domain
CLIDE
AUC
0.91
5
4d ago
General Image Detection Benchmark Aggregate (All)
CLIDE
AUC
0.91
5
4d ago
VDQM
CLIDE
AUC
0.92
5
4d ago
DALL-E 3
CLIDE
AUC
96
5
4d ago
LDM 200
CLIDE
AUC
92
5
4d ago
LDM 100
CLIDE
AUC
92
5
4d ago
Guided DM
CLIDE
AUC
87
5
4d ago
Stable Diffusion V1.5
CLIDE
AUC
90
5
4d ago
Stable Diffusion V1.4
CLIDE
AUC
90
5
4d ago
CRN
ZED
AUC
0.99
5
4d ago
StyleGan2
CLIDE
AUC
80
5
4d ago
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