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Papers Benchmarks Datasets Tasks

Visual Reconstruction research benchmarks · SOTA2 Research

Visual Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet-1K (val)

0.88rFID

16

May 26, 2026

NSD (Natural Scenes Dataset) (All Trials)

0.968Inception Feature Similarity

12

Feb 26, 2026

THINGS-EEG (all subjects)

0.236Pixel Correlation (PixCorr)

8

Mar 23, 2026

DrivAerNet++ parametric

FisherRF + FluidGaussian

21.073PSNR

4

Mar 24, 2026

MipNeRF360 real, forward-facing scenes (original train test)

FisherRF + FluidGaussian

15.55PSNR

4

Mar 24, 2026

Blender synthetic scenes (train test)

FisherRF + FluidGaussian

24.743PSNR

4

Mar 24, 2026

NSD (Natural Scenes Dataset) Single Trial

25.7PixCorr

2

Feb 26, 2026

Popular datasets

NSD (Natural Scenes Dataset)ImageNet Blender MipNeRF360 THINGS-EEG

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