Synthetic Image Detection

Benchmarks

Dataset Name	SOTA Method	Metric
ForenSynths (test)	DNA	Mean Accuracy97.2	60	12d ago
DRCT-2M	LTD	Average Score99.99	57	12d ago
GANs dataset	CoDA	Mean ACC98.9	40	8d ago
Glide 50-27	HiMix	Accuracy98.4	37	1mo ago
UFD	CNNSpot	Pro-GAN Performance100	24	2mo ago
Glide 100-10	HiMix	Accuracy98.5	24	1mo ago
Glide 100-27	HiMix	Accuracy98.5	24	1mo ago
Synthbuster	PROBE	Balanced Accuracy97.5	23	8d ago
Chameleon	DefakerOne	Accuracy84.7	23	19d ago
ForenSynths	STAL	Balanced Accuracy94.7	22	12d ago
GenImage (test)	ClueAegis	Midjourney Performance96.33	18	8d ago
DMimage (Overall)	UniGenDet	Accuracy98.6	18	5d ago
FakeClue++	FakeVLM-R1	Accuracy95.5	16	5d ago
Synthetic Image Generators Individual Cases DE 2, DE 3, FF, MJ 5, MJ 6, SD 1.5, SDXL		Detection Rate (DE 2)95.75	12	22h ago
UniversalFakeDetect GANs (test)	RINE	ProGAN Accuracy100	12	7d ago
UniversalFakeDetect Mean 49 (test)	HydraPrompt	Accuracy95.9	12	7d ago
UniversalFakeDetect Glide 100-10 49 (test)	Effort	Accuracy97.2	12	7d ago
UniversalFakeDetect Glide 50-27 49 (test)	Effort	Accuracy97.8	12	7d ago
UniversalFakeDetect Glide 100-27 49 (test)	Effort	Accuracy97.5	12	7d ago
UniversalFakeDetect LDM 100 steps 49 (test)	HydraPrompt	Accuracy99.6	12	7d ago
UniversalFakeDetect LDM 200 w/cfg 49 (test)	FreqNet	Accuracy99.6	12	7d ago
UniversalFakeDetect LDM 200 steps 49 (test)	HydraPrompt	Accuracy99.5	12	7d ago
UniversalFakeDetect DALL-E 49 (test)	FatFormer	Accuracy98.8	12	7d ago
UniversalFakeDetect Guided 49 (test)	HydraPrompt	Accuracy89.5	12	7d ago
GenImage	ClueAegis	Detection Rate (Midjourney)97.6	12	8d ago

Showing 25 of 135 rows