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ResearchFormerly WizWand

3D Scene Editing on Eval3DEdit

0.7313Action Change (CLIPimg)AnchorFlow

Evaluation results

Method	Links
AnchorFlow2025.11		0.7313	0.5085	0.705	0.4758	0.7167	0.4735	0.7272	0.4975	0.7061	0.4778	0.7173	0.4866
Editing-by-Inversion2025.11		0.7109	0.4742	0.7081	0.4622	0.7282	0.483	0.7189	0.4825	0.6933	0.4666	0.7119	0.4737
Inversion-free Editing2025.11		0.7096	0.471	0.7023	0.4441	0.7293	0.4884	0.7187	0.4787	0.6929	0.4701	0.7106	0.4705
Direct Editing2025.11		0.6709	0.4784	0.599	0.4287	0.5668	0.4321	0.6737	0.4732	0.5659	0.4131	0.6152	0.4451
MVEdit2025.11		0.6015	0.4346	0.4753	0.3232	0.4784	0.3679	0.4982	0.3511	0.4836	0.3391	0.5074	0.3632
EditP232025.11		0.5312	0.4221	0.4561	0.3313	0.4686	0.3918	0.462	0.3549	0.4697	0.3493	0.4775	0.3699
TextDeformer2025.11		0.503	0.4389	0.5081	0.3859	0.4969	0.4268	0.5355	0.4281	0.4923	0.3926	0.5074	0.415