Synthetic Image Detection

Benchmarks

Dataset Name	SOTA Method	Metric
ForenSynths (test)	DNA	Mean Accuracy97.2	31	4d ago
Glide 50-27	Ladeda	Accuracy98.3	27	4d ago
GANs dataset		ProGAN ACC99.9	20	4d ago
Glide 100-10	FatFormer	Accuracy94.2	14	4d ago
Glide 100-27	ZED	Accuracy92	14	4d ago
DRCT-2M	F3Net	LDM99.9	13	4d ago
Self-Synthesis 9 GANs (test)	Fixed-mapping	AttGAN Accuracy99.6	12	4d ago
DALL-E 2 (full)	FakeInversion	Acc@EER77.3	12	4d ago
SynthCLIC (test)	CLIP Classifier	mAP0.92	11	4d ago
SynthBuster+ (test)	CLIP Classifier	mAP0.99	11	4d ago
CNNSpot (test)	CLIP Classifier (linear probe)	mAP97	11	4d ago
LDM Academic	DMDet	AUCROC1	9	4d ago
Craiyon Academic	DMDet	AUCROC0.988	9	4d ago
DALL-E 2 (Academic)	DMDet	AUCROC0.727	9	4d ago
Wurstchen open-source 2	FakeInversion	AUC ROC79.2	9	4d ago
Segmind Vega (open-source)	FakeInversion	AUCROC0.823	9	4d ago
Stable-Cascade open-source	FakeInversion	AUCROC0.882	9	4d ago
SSD-1B open-source	FakeInversion	AUCROC0.827	9	4d ago
Seg-MOE open-source	FakeInversion	AUCROC79.6	9	4d ago
SDXL (open-source)	CNNDet	AUCROC0.814	9	4d ago
SDXL-DPO (open-source)	FakeInversion	AUCROC0.881	9	4d ago
Playground open-source 2.5	FakeInversion	AUCROC0.778	9	4d ago
PixArt-alpha (open-source)	FakeInversion	AUCROC85.4	9	4d ago
Kandinsky 3 (open-source)	FakeInversion	AUCROC84.5	9	4d ago
Kandinsky 2 (open-source)	FakeInversion	AUCROC0.758	9	4d ago

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