AI-Generated Image Detection on Chameleon In-the-wild benchmark leaderboard · SOTA2 Research

AI-Generated Image Detection on Chameleon In-the-wild

99.9Real AccuracyNPR

Evaluation Results

Method	Links
NPR2026.02		99.9	4.6	52.3
LaDeDa2026.02		99.4	1.5	50.4
SAFE2026.02		99.3	4.6	52
Gram-Net2026.02		99.2	4.4	51.8
FreqNet2026.02		98.5	9	53.8
CNNSpot2026.02		97.9	12.8	55.4
PE-CLIP-Linear2026.02		97	94.8	95.9
MetaCLIP2-Linear2026.02		94.8	91.3	93
AIDE2026.02		94.4	20.3	57.4
DDA2026.02		94	70.8	82.4
DINOv3-Linear2026.02		93.3	89.5	91.4
OMAT2026.02		89.9	35.9	62.9
SigLIP2-Linear2026.02		88.4	83.3	85.9
UnivFD2026.02		76.3	44.1	60.2
DINOv2-Linear2026.02		62.8	58	60.8
SigLIP-Linear2026.02		48	73.2	60.6
Effort2026.02		39.4	78.2	58.8
MetaCLIP-Linear2026.02		37.3	91.4	64.4