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CDD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Change DetectionCDD (test)
F1 Score98.53
88
Image RestorationCDD 11 (test)
PSNR (L+H+R)26.46
44
Change DetectionCDD
F1 Score95.17
34
Image RestorationCDD11
Average PSNR30.11
29
Few-shot classificationCDD 5-way 1-shot
AA65
19
Few-shot classificationCDD 5-way 5-shot
Average Accuracy (AA)77.7
17
Change DetectionCDD S→C→P sequence
Memory F150.45
15
Change DetectionCDD (New Memory)
F1 Score0.8472
15
Change DetectionCDD-CD
F1 Score97.34
13
Change DetectionCDD dataset (test)
F1 Score97.2
13
Image ClassificationCDD (test)
F1 Score77.46
12
Image RestorationCDD11-Triple (L+H+S)
PSNR26.45
12
Image RestorationCDD11-Triple (L+H+R)
PSNR26.14
12
Image RestorationCDD11-Double (H+S)
PSNR34.42
12
Image RestorationCDD11-Double (H+R)
PSNR34.21
12
Image RestorationCDD11-Double (L+S)
PSNR26.59
12
Image RestorationCDD11-Double (L+R)
PSNR26.67
12
Image RestorationCDD11-Double (L+H)
PSNR27.27
12
Image RestorationCDD Noise+Haze+Rain 11
PSNR19.61
11
Image RestorationCDD Haze+Rain 11
PSNR20.34
11
Image RestorationCDD11 Triple
PSNR (L+H+R)25.41
10
Image RestorationCDD Double 11
PSNR (L+H)26.24
10
Image RestorationCDD11-Single
PSNR (Low)27.26
10
Image RestorationCDD-11
PSNR29.34
7
Change DetectionCDD dataset
Recall0.932
7
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