| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Eval3DEdit | AnchorFlow | Action Change (CLIPimg)0.7313 | 7 | 4d ago | |
| 3D Gaussian Splat Editing (evaluation set) | DGE | CLIPdir0.146 | 6 | 4d ago | |
| 3D Scene Editing Evaluation Set (full) | CoreEditor | Mean CLIP Similarity0.27 | 5 | 4d ago | |
| 3D Scene Editing | BlenderGPT | Prompt Tokens768 | 5 | 4d ago | |
| DL3DV-Edit-Bench (test) | Edit3r | CLIP_t2i Score0.266 | 4 | 4d ago | |
| 3D Editing Benchmark Scenario S5 | EZBlender | TCR58.66 | 3 | 4d ago | |
| 3D Editing Benchmark Scenario S4 | EZBlender | TCR61.33 | 3 | 4d ago | |
| 3D Editing Benchmark Scenario S3 | EZBlender | TCR60.66 | 3 | 4d ago | |
| 3D Editing Benchmark (Scenario S2) | EZBlender | TCR84.67 | 3 | 4d ago | |
| 3D Editing Benchmark Scenario S1 | EZBlender | TCR (%)78.67 | 3 | 4d ago | |
| 15 distinct single-task prompts | BlenderGPT | LLM Time10.63 | 3 | 4d ago | |
| 3D Scene Editing Evaluation Set | GaussianEditor | User Study Score72.28 | 3 | 4d ago |
