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Papers Benchmarks Datasets Tasks

Human Avatar Reconstruction research benchmarks · SOTA2 Research

Human Avatar Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Our constructed database (Novel view)

33.85PSNR

14

Feb 26, 2026

Authors' database (Novel pose)

30.19PSNR

7

Feb 26, 2026

Our constructed database (Novel pose)

31.85PSNR

7

Feb 26, 2026

X-Humans subject 00087

32.82PSNR

6

May 25, 2026

X-Humans subject 00034

29.87PSNR

6

May 25, 2026

X-Humans subject 00028

33.04PSNR

6

May 25, 2026

34.85PSNR

5

Apr 13, 2026

33.55PSNR

5

Apr 13, 2026

34.75PSNR

5

Apr 13, 2026

37.5PSNR

5

Apr 13, 2026

37.58PSNR

5

Apr 13, 2026

DynVideo (test)

GaussianAvatar (Baseline + Opt. + Dyn.)

28.58PSNR

5

Feb 26, 2026

People-Snapshot female-4-casual 1 (test)

Baseline + Opt. + Dyn.

30.84PSNR

5

Feb 26, 2026

People-Snapshot female-3-casual 1 (test)

Baseline + Opt.

29.59PSNR

5

Feb 26, 2026

People-Snapshot male-4-casual 1 (test)

Baseline + Opt. + Dyn.

28.78PSNR

5

Feb 26, 2026

People-Snapshot male-3-casual 1 (test)

Baseline + Opt.

30.98PSNR

5

Feb 26, 2026

Popular datasets

NeuMan People Snapshot X-Humans Our constructed database DynVideo

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