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Papers Benchmarks Datasets Tasks

CSD dataset and benchmarks · SOTA2 Research

Research Datasets

CSD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

CSD

38.57PSNR

40

Single Image Desnowing

CSD 2000 (test)

41.35PSNR

26

Object Detection

CSD

54.2AP

22

Image Desnowing

CSD (test)

40.12PSNR

16

Monocular depth estimation

CSD (test)

0.063Abs Rel

8

Object Detection

CSD (test)

54.4AP (IoU 0.50:0.95)

7

Content-Style Decomposition

CSD-100

0.332CLIP-T

6

Mixed-Variable Optimization

CSD

1.08Absolute Error (AE)

5

CSD 54 (unseen)

20.83PSNR

4

Atomic Displacement Parameters Prediction

CSD refcode: ETIDEQ

0.002MAE (Å²)

4

Image Desnowing

CSD (unseen)

20.54PSNR

3

Popular tasks

Object Detection Image Desnowing Desnowing Monocular Depth Estimation Single Image Desnowing

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