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Papers Benchmarks Datasets Tasks

Image Reconstruction research benchmarks – Page 13 · SOTA2 Research

Image Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

28 x 28 Images (test)

2,613FPS (Hz)

4

Feb 26, 2026

20.18PSNR

4

Feb 26, 2026

19.88PSNR

4

Feb 26, 2026

LSUN Bedroom-256

0.006MSE

4

Feb 26, 2026

ImageNet 200 images (test)

2.64MAE

4

Feb 26, 2026

Mapillary Vistas 2048x2048

0.36rFID

4

Feb 26, 2026

0.94rFID

4

Feb 26, 2026

1SSIM

4

Feb 26, 2026

29.61PSNR

4

Feb 26, 2026

32.33PSNR

4

Feb 26, 2026

ImageNette 178x178 (test)

Locality-Aware Generalizable Implicit Neural Representation

46.1PSNR

4

Feb 26, 2026

CelebA 178x178 (test)

Locality-Aware Generalizable Implicit Neural Representation

50.74PSNR

4

Feb 26, 2026

MS-COCO 2017 (test)

13.76FID

4

Feb 26, 2026

10.84FID (Reconstruction)

4

Feb 26, 2026

ADE20K semantic labels (val)

23.69FID (Reconstruction)

4

Feb 26, 2026

256x256 images (test)

0.008Avg Running Time (GPU)

4

Feb 26, 2026

256x256 images (test)

0.008Inference Time (GPU)

4

Feb 26, 2026

Latrunculin B (untreated)

415.15Reconstruction Loss

4

Feb 26, 2026

Reconstruction Quality under IP-Adapter Attack

10.57PSNR

3

Jul 7, 2026

Amateur Drawings (held-out)

0.872CLIP Score

3

Jul 2, 2026

20.904PSNR

3

Jun 19, 2026

CelebA-HQ 64^2 (test)

36.1PSNR

3

Jun 9, 2026

6.27rFID

3

May 20, 2026

COCO Karpathy (test)

25.63CLIP-T

3

May 20, 2026

FIVES Gaussian-2 kernel (test)

Noisier2Inverse

25.69PSNR (noise 0.02)

3

Apr 20, 2026

Page 13 of 16

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