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SD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image InpaintingSD Inpainting 2.0 (cross-version transfer)
IR0.229
42
Image InpaintingSD Inpainting 1.5
IR Score0.129
42
Artistic Style ErasureSD Other Class artistic styles 1.4 (test)
Preservation Drop-1.4
36
Artistic Style ErasureSD Target Class artistic styles 1.4 (test)
Erased Accuracy86
36
AI-generated image detectionSD v1.5
Accuracy99.37
36
Image Copy DetectionSD 1.5 (test)
Average Similarity0.831
28
Polarized Community DiscoverySD
POL81.8
26
AI-generated image detectionSD v1.4
Accuracy97.4
24
ForecastingSD
WAPE0.1225
24
Tool selectionSD Single-domain
Accuracy94.04
20
Flexible Job Shop SchedulingSD2 20 × 10
Optimality Gap13.21
17
Flexible Job Shop SchedulingSD2 30 x 10
Objective Value692.26
17
Flexible Job Shop SchedulingSD1 40 x 10
Objective Value365.96
17
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
WatermarkingSD v2.1
TPR @ 10^-6 FPR100
14
WatermarkingSD v2.0
TPR @ 10^-6 FPR100
14
WatermarkingSD v1.4
TPR @ 10^-6 FPR100
14
Multi-step forecastingSD
MSE0.6714
14
One-step forecastingSD
MSE0.3561
14
Anomaly DetectionSD Dataset
Precision98.77
12
AI-generated image detectionSD 1.4
AUC99.99
12
AI-generated image detectionSDXL
Accuracy98.6
12
Multivariate Time Series ForecastingSD LargeST (BasicTS+)
WAPE12.25
12
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