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SD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image Copy DetectionSD 1.5 (test)
Average Similarity0.831
28
ForecastingSD
WAPE0.1225
24
Tool selectionSD Single-domain
Accuracy94.04
20
Immunization against image editingSD14 to SD3 Cross-model transfer
PSNR21.98
16
Time Series ForecastingSD Horizon 3
MAE14.85
15
Instance ErasureSD concept prompts and COCO-30k v1.4 (test)
Snoopy CS74.43
15
Multi-step forecastingSD
MSE0.6714
14
One-step forecastingSD
MSE0.3561
14
AI-generated image detectionSDXL
Accuracy98.6
12
AI-generated image detectionSD v1.5
Accuracy97.5
12
AI-generated image detectionSD v1.4
Accuracy97.4
12
Multivariate Time Series ForecastingSD LargeST (BasicTS+)
WAPE12.25
12
Fake Image DetectionSD 3.5
Accuracy99.96
12
Image Watermark EvaluationSD Lossless v1.4
Quality Accuracy93.2
12
Image Watermark EvaluationSD Tree-Ring v1.4
Quality Accuracy89
12
Image Watermark EvaluationSD RingID v1.4
Quality Accuracy79.2
12
Image Watermark EvaluationSD SS v1.4
PLCC0.368
12
Image Watermark EvaluationSD VINE v1.4
PLCC0.978
12
Image Watermark EvaluationSD RW v1.4
PLCC0.849
12
Image Watermark EvaluationSD HiDDeN v1.4
PLCC0.656
12
Image Watermark EvaluationSD RivaGAN v1.4
PLCC0.81
12
Image Watermark EvaluationSD DwtDct v1.4
PLCC0.951
12
One-Class ClassificationSD200 (30 heldout classes)
mAUC0.792
12
Traffic ForecastingSD
MAE (H=3)14.53
11
Prompt RefinementSD 1.4 (In-distribution)
ImageReward (Anime)0.346
10
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