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Papers Benchmarks Datasets Tasks

Video-to-4D generation research benchmarks · SOTA2 Research

Video-to-4D generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Helix4DBench 1.0 (test)

0.46ULIP-2

6

May 26, 2026

Consistent4D Novel View (test)

18.98PSNR

3

May 7, 2026

Consistent4D Conditioning View (test)

22.95PSNR

3

May 7, 2026

Objaverse Novel View 128 objects (test)

20.62PSNR

3

May 7, 2026

Objaverse Conditioning View 128 objects (test)

24.04PSNR

3

May 7, 2026

Popular datasets

Objaverse Consistent4D Helix4DBench

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