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Papers Benchmarks Datasets Tasks

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

Text-to-3D Scene Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Text-to-3D generation evaluation (test)

0.511IQA+

7

Mar 25, 2026

60 indoor and outdoor samples (test)

29.563BRISQUE

7

Feb 26, 2026

3D-FRONT Dining room

65.02iRecall

5

Jun 9, 2026

3D-FRONT Bedroom

76.8iRecall

5

Jun 9, 2026

LayoutVLM Benchmark 33 instructions

100CF

5

Jun 5, 2026

99.9PR

5

Jun 5, 2026

3D-FRONT (Scene chunks)

29.4CLIP Score

4

Feb 26, 2026

3D-FRONT (Independent chunks)

29.81CLIP Score

4

Feb 26, 2026

30 multi-object text prompts

62.26Selection Rate

3

Feb 26, 2026

Popular datasets

3D-Front Multi-object text prompts indoor and outdoor samples Text-to-3D generation evaluation LayoutVLM

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