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DiffusionForensics

Benchmarks

Task NameDataset NameSOTA ResultTrend
Generated Image DetectionDiffusionForensics Cross-model (test)
DDPM Accuracy99.9
13
Image Generation DetectionDiffusionForensics LSUN-Bedroom Midjourney
AUC100
10
Image Generation DetectionDiffusionForensics LSUN-Bedroom DALL-E 2
AUC100
10
Image Generation DetectionDiffusionForensics LSUN-Bedroom (IF)
AUC1
10
Image Generation DetectionDiffusionForensics LSUN-Bedroom VQ-Diffusion
AUC100
10
Image Generation DetectionDiffusionForensics LSUN-Bedroom (LDM)
AUC1
10
Image Generation DetectionDiffusionForensics LSUN-Bedroom SD v2
AUC100
10
Image Generation DetectionDiffusionForensics LSUN-Bedroom SD-v1
AUC100
10
Image Generation DetectionDiffusionForensics LSUN-Bedroom PNDM
AUC100
10
Image Generation DetectionDiffusionForensics LSUN-Bedroom IDDPM
AUC100
10
Image Generation DetectionDiffusionForensics LSUN-Bedroom (DDPM)
AUC100
10
Image Generation DetectionDiffusionForensics LSUN-Bedroom (ADM)
AUC100
10
Image Generation DetectionDiffusionForensics ImageNet SD v1
AUC100
10
Image Generation DetectionDiffusionForensics ImageNet ADM
AUC100
10
AI-generated image detectionDiffusionForensics (test)
Accuracy97.91
4
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