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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
Memorization DetectionSD 2.1
AUC0.9967
24
AI-generated image detectionSD v1.4
Accuracy97.4
24
ForecastingSD
WAPE0.1225
24
AI-generated image detectionSDXL
Accuracy98.6
22
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
Concept ErasureSD Celebrity Erasure v2.1 (test)
Accuracy (Retained)88.76
16
Memorization DetectionSD LAION Lexica COCO-2017 GPT-4 1000 prompts 1.4 (Evaluation)
AUC0.9997
16
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
UnlearningSD Preserved Concepts Set 2.1
CS Score73.3
14
UnlearningSD Van Gogh Erased Set 2.1
CS Score0.755
14
WatermarkingSD v2.1
TPR @ 10^-6 FPR100
14
WatermarkingSD v2.0
TPR @ 10^-6 FPR100
14
WatermarkingSD v1.4
TPR @ 10^-6 FPR100
14
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