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Human Video Generation research benchmarks · SOTA2 Research

Human Video Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1,093FVD

8

Feb 26, 2026

30.26Motion Quality

8

Feb 26, 2026

User Study 20 video subjects (test)

68.17Average Vote Percentage

6

Feb 26, 2026

41.8View Consistency

5

Apr 23, 2026

23.99PSNR

5

Apr 23, 2026

22.98PSNR

5

Apr 23, 2026

Our General scenarios (test)

1,108FVD

5

Feb 26, 2026

69.1SSIM

5

Feb 26, 2026

HumanVid Portrait

67.8SSIM

5

Feb 26, 2026

HumanVid Landscape

0.672SSIM

5

Feb 26, 2026

Move-in-2D and HumanDreamer released videos User Study (test)

49.5Motion Quality

3

Feb 26, 2026

Popular datasets

HumanVid User Study MVHumanNet VBench Our

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