Synthetic Image Detection

Benchmarks

Dataset Name	SOTA Method	Metric
ForenSynths (test)	DNA	Mean Accuracy97.2	49	1mo ago
DRCT-2M	ForgeLens	LDM100	35	1mo ago
Glide 50-27	Ladeda	Accuracy98.3	27	1mo ago
UFD	CNNSpot	Pro-GAN Performance100	24	1mo ago
GANs dataset		ProGAN ACC99.9	20	1mo ago
Glide 100-10	FatFormer	Accuracy94.2	14	1mo ago
Glide 100-27	ZED	Accuracy92	14	1mo ago
Self-Synthesis 9 GANs (test)	Fixed-mapping	AttGAN Accuracy99.6	12	1mo ago
DALL-E 2 (full)	FakeInversion	Acc@EER77.3	12	1mo ago
SynthCLIC (test)	CLIP Classifier	mAP0.92	11	1mo ago
SynthBuster+ (test)	CLIP Classifier	mAP0.99	11	1mo ago
CNNSpot (test)	CLIP Classifier (linear probe)	mAP97	11	1mo ago
LDM Academic	DMDet	AUCROC1	9	1mo ago
Craiyon Academic	DMDet	AUCROC0.988	9	1mo ago
DALL-E 2 (Academic)	DMDet	AUCROC0.727	9	1mo ago
Wurstchen open-source 2	FakeInversion	AUC ROC79.2	9	1mo ago
Segmind Vega (open-source)	FakeInversion	AUCROC0.823	9	1mo ago
Stable-Cascade open-source	FakeInversion	AUCROC0.882	9	1mo ago
SSD-1B open-source	FakeInversion	AUCROC0.827	9	1mo ago
Seg-MOE open-source	FakeInversion	AUCROC79.6	9	1mo ago
SDXL (open-source)	CNNDet	AUCROC0.814	9	1mo ago
SDXL-DPO (open-source)	FakeInversion	AUCROC0.881	9	1mo ago
Playground open-source 2.5	FakeInversion	AUCROC0.778	9	1mo ago
PixArt-alpha (open-source)	FakeInversion	AUCROC85.4	9	1mo ago
Kandinsky 3 (open-source)	FakeInversion	AUCROC84.5	9	1mo ago

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