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Papers Benchmarks Datasets Tasks

Image Reconstruction research benchmarks – Page 7 · SOTA2 Research

Image Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IDT 20 dB Input SNR

41.51SNR (dB)

8

Feb 26, 2026

IDT 15 dB Input SNR

40.57SNR (dB)

8

Feb 26, 2026

ImageNet 256x256 (test)

38.4PSNR (Reconstruction)

8

Jun 9, 2026

3DBiCar matched clean renders

0.229LPIPS

7

Jul 2, 2026

DIV2K first 50 images (test)

Complex-Valued 2D Gaussian Representation

30.7PSNR

7

Jun 29, 2026

0.048FD (Rad-DINO)

7

Jun 19, 2026

Simulated Phantom (test)

Legendre orthonormal moment method

6.566MSE (%)

7

Jun 5, 2026

38.17PSNR (dB)

7

Mar 10, 2026

0.196LPIPS

7

Mar 9, 2026

FFHQ Y dataset high-quality (test)

0.02LPIPS

7

Feb 26, 2026

FFHQ X dataset high-quality (test)

0.019LPIPS

7

Feb 26, 2026

79.73Mean PSNR

7

Feb 26, 2026

BSD68 and Urban100 average of sampling rates 0.10 and 0.25

32.19PSNR

7

Feb 26, 2026

9.65FID

7

Feb 27, 2026

48.45SSIM

7

Feb 26, 2026

0.579SSIM

7

Feb 26, 2026

67.42SSIM

7

Feb 26, 2026

Cardiac SPECT/CT Recon AC SPECT

DenseNet + DuSFE

0.75NMSE

7

Feb 26, 2026

MRI Set2 (10% sampling)

27.1SNR (dB)

7

Feb 26, 2026

MRI Set1 20% sampling

27.41SNR (dB)

7

Feb 26, 2026

MRI Set1 (10% sampling)

24.1SNR (dB)

7

Feb 26, 2026

0.876SSIM

6

Jul 3, 2026

ETH-80 Leave-2-Out (test)

85.7SSIM

6

Jul 3, 2026

0.953SSIM

6

Jul 3, 2026

15.48PSNR

6

Jul 1, 2026

Page 7 of 16

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