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Papers Benchmarks Datasets Tasks

HDR Reconstruction research benchmarks – Page 2 · SOTA2 Research

HDR Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SVE-HDR synthetic dataset (test)

Asymmetric Event-SVE Camera System

24.241PSNR

6

Mar 4, 2026

UnModNet sigma=80 noise=80

7.26HDR-VDP-3

6

Feb 26, 2026

UnModNet sigma=40 noise=40

8.13HDR-VDP-3

6

Feb 26, 2026

UnModNet noise=25 (sigma=25)

8.42HDR-VDP-3

6

Feb 26, 2026

UnModNet noise-free (sigma=0)

8.61HDR-VDP-3

6

Feb 26, 2026

Unmodnet (test)

25.3PSNR (Y)

6

Feb 26, 2026

HDR reconstruction dataset 1080 x 1920 (test)

0.24Inference Time (s)

6

Feb 26, 2026

Curated HDR Dataset (test)

20.3PSNR

6

Feb 26, 2026

City Scene Dataset (test)

0.95SSIM

6

Feb 26, 2026

24.15PSNR

5

May 11, 2026

1.412Normalized Residual

4

May 28, 2026

26.4PSNR

4

May 21, 2026

UPIQ (out-of-distribution)

30.05PU21-PSNR

4

Apr 14, 2026

ARRI Cinema Footage (out-of-distribution)

36.2PU21-PSNR

3

Apr 14, 2026

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Popular datasets

Unmodnet FFHQ Synthetic SI-HDR Synthetic Datasets HDR-EYE

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