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Papers Benchmarks Datasets Tasks

3D Scene Generation research benchmarks – Page 3 · SOTA2 Research

3D Scene Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Single-Field Agricultural Scenes 1.0 (Scene 2)

modular multi-LLM pipeline

57.75Generation Time (s)

2

Feb 26, 2026

Single-Field Agricultural Scenes 1.0 (Scene 1)

modular multi-LLM pipeline

37.61Generation Time (s)

2

Feb 26, 2026

29.45CLIP Score

2

Feb 26, 2026

Argoverse 2 (AV2)

57.2Precision

1

May 26, 2026

WonderWorld Human Evaluation Set 1.0 (test)

0.985Preference Rate vs. WonderJourney

1

Feb 26, 2026

General 3D Scene Generation

—

—Primary metric

0

Feb 26, 2026

Page 3 of 3

Popular datasets

Replica 3D-Front Matterport3D Single-Field Agricultural Scenes RealEstate10K

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