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Text-driven 3D scene editing research benchmarks · SOTA2 Research

Text-driven 3D scene editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Real-world 3D scenes (test)

0.143CLIP Directionality

4

Feb 26, 2026

Omni-3DEdit (test)

0.258TA (All Edits)

3

Jun 4, 2026

Text-driven editing evaluation set 10 edits across 2 scenes

22.66CLIP Directionality Score

3

Feb 26, 2026

Popular datasets

Text-driven editing Real-world 3D Scenes Omni-3DEdit

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