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Papers Benchmarks Datasets Tasks

Text-to-3D Human Generation research benchmarks · SOTA2 Research

Text-to-3D Human Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Human Generation Benchmark Text-to-3D

28.63CLIP L14 Score

10

Apr 7, 2026

30 prompt set Stable Diffusion V1.5 1.0 (test)

92.5FID

7

Feb 26, 2026

10 distinct text-to-3D human models

26.52CLIP Score

5

Apr 1, 2026

DreamHuman (30 randomly sampled prompts)

4.24Texture Quality

5

Feb 26, 2026

DreamHuman 30 prompts Frontal View (test)

30.82CLIP Score

5

Feb 26, 2026

2.93Quality

4

Feb 26, 2026

T3H Evaluation (test)

0.372Generation Time (sec)

4

Feb 26, 2026

Popular datasets

DreamHuman DeepFashion T3H 30 prompt set human models

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