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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
124
11d ago
Wukong
Q-LoRA
Accuracy
99.12
41
1mo ago
ADM
DIRE-D
AP
0.998
29
1mo ago
GenImage v1.4 (test)
NPR
AP (SD1.4)
100
23
1mo ago
DiffusionForensics Cross-model (test)
LGrad
DDPM Accuracy
99.9
13
1mo ago
LSUN-B Midjourney (test)
DIRE
Accuracy
100
12
5d ago
LSUN-B DDPM (test)
DIRE
Accuracy
100
12
5d ago
LSUN-B ADM (test)
AERO-BLADE
Accuracy
100
12
5d ago
Imagenet SD-v1 (test)
FIRE
Accuracy
100
12
5d ago
Imagenet ADM (test)
Fake-Inversion
Accuracy
100
12
5d ago
DARG Text-to-Image
Corvi
Infinity-2B Score
100
12
6d ago
DARG Class-to-Image
RINE
HMAR-20
99.6
12
6d ago
SatelliteDiffusion stadium SD2 fine-tuned (test)
Ours_sparse
Accuracy
99.59
12
1mo ago
SatelliteDiffusion electric substation SD2 fine-tuned (test)
Ours_sparse
Accuracy
98.55
12
1mo ago
SatelliteDiffusion car dealership SD2 fine-tuned (test)
Ours_sparse
Accuracy
98.91
12
1mo ago
SatelliteDiffusion amusement park SD2 fine-tuned (test)
Ours_sup-res
Accuracy
99.67
12
1mo ago
Damaged cars Image Domain
CLIDE
AUC
99
10
1mo ago
Artistic Image Domain
CLIDE
AUC
98
9
1mo ago
Invoice Image Domain
CLIDE
AUC
0.91
5
1mo ago
General Image Detection Benchmark Aggregate (All)
CLIDE
AUC
0.91
5
1mo ago
VDQM
CLIDE
AUC
0.92
5
1mo ago
DALL-E 3
CLIDE
AUC
96
5
1mo ago
LDM 200
CLIDE
AUC
92
5
1mo ago
LDM 100
CLIDE
AUC
92
5
1mo ago
Guided DM
CLIDE
AUC
87
5
1mo ago
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