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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
Few-shot classificationCDD 5-way 1-shot
AA65
19
Image RestorationCDD11
Average PSNR30.11
19
Few-shot classificationCDD 5-way 5-shot
Average Accuracy (AA)77.7
17
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 RestorationCDD-11
PSNR29.34
7
Change DetectionCDD dataset
Recall0.932
7
DehazingCDD-11 (unseen)
MUSIQ Score71.1582
6
DesnowingCDD-11 (unseen)
MUSIQ Score70.7852
6
Image RestorationCDD Average
PSNR28.88
6
Image RestorationCDD Single-S
PSNR35.8
6
Image RestorationCDD Single-R
PSNR34.03
6
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