Omni3DEdit: 128,906 Paired 3D Assets for Instruction-Guided Editing

Omni3DEdit is a unified benchmark for instruction-guided 3D editing with explicit edited-region annotations. It contains 128,906 paired source-target 3D assets spanning five subsets, including pose changes and rigid transformations. The dataset was created by Haoyuehx and was last updated on Hugging Face in June 2026.

Use Cases

• Benchmarking 3D editing models based on explicit edited-region supervision.
• Training models for pose changes in 3D assets based on the described subsets.
• Developing instruction-following 3D editors based on the paired source-target structure.
• Assessing model performance on preserving non-edited parts of 3D scenes.

Strengths

• Contains 128,906 paired 3D assets, providing a substantial scale for training and evaluation.
• Includes explicit edited-region annotations, addressing a gap in prior benchmarks.
• Covers multiple editing types across five subsets, including pose changes.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is known, but specific file formats and sample data are unavailable for inspection.
• The license is unknown, which may restrict usage.

Provenance

Source

Haoyuehx on Hugging Face.

Collection Method

Likely contains synthetic or procedurally generated 3D assets with paired edits.

Freshness

Last updated 2026-06-16 11:19:52; freshness should be verified.